{
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  "sourcesContent": ["import{jsx as e,jsxs as t}from\"react/jsx-runtime\";import{ComponentPresetsConsumer as n,Link as o}from\"framer\";import{motion as a}from\"framer-motion\";import*as r from\"react\";import{Youtube as i}from\"https://framerusercontent.com/modules/NEd4VmDdsxM3StIUbddO/DDzyuYPF56TuI0bfUu2z/YouTube.js\";export const richText=/*#__PURE__*/t(r.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"At Maven, we help people change, transform, and advance their careers in analytics and we absolutely love hearing stories from students who have done just that. \"}),/*#__PURE__*/e(\"p\",{children:\"But do you know what\u2019s even better? When a student reaches out and says: \"}),/*#__PURE__*/e(\"h3\",{children:\"Maven helped me land my dream job\"}),/*#__PURE__*/t(\"p\",{children:[\"In this student spotlight, I had the pleasure of chatting with \",/*#__PURE__*/e(o,{href:\"https://www.linkedin.com/in/daniel-rubinstein-55764332/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Daniel Rubinstein\"})}),\" about his career path, trajectory, and ultimately what he wants to be doing. Daniel shared how Maven\u2019s courses, along with a lot of hard work on his side, allowed him to earn his dream job as a performance metrics analyst supporting the Army. \"]}),/*#__PURE__*/e(\"p\",{children:\"Now, Daniels\u2019s path to landing his dream job certainly wasn\u2019t linear and it didn\u2019t happen overnight. After graduating college with a BS in geography, Daniel started working in a research role using Geographic Information Systems (GIS) and was immediately hooked on the data analytics side of this job. After spending a few years in this research role, Daniel started looking for an opportunity with a greater focus on data analytics - government contracting was his solution. \"}),/*#__PURE__*/e(\"p\",{children:\"Since leaving his GIS research role, Daniel has tried to find a role that encapsulates the essence of everything he\u2019s wanted in an analytics role. But this proved to be difficult, and he felt like he was in a rut. He kept landing in roles where he felt like he wasn\u2019t advancing, growing, or really \u201Cgetting anywhere\u201D. Simply put, he was having trouble finding a role that was a mashup of everything he\u2019d learned so far and also provided growth opportunities. \"}),/*#__PURE__*/e(\"p\",{children:\"Daniel was having a tough time finding a job that was the perfect fit. But this was all about to change. \"}),/*#__PURE__*/e(\"p\",{children:\"After 10 years of working, learning, and searching, Daniel landed his new role as a performance metrics analyst, and it checked all the boxes. The role is a great mashup of everything he\u2019s learned so far and provides opportunities for growth. More specifically, his new role allows him to: \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Recommend data collection strategies\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Build out dataset features and metrics \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Create reports and dashboards\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Write and deliver meaningful analyses, insights, and recommendations\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Use cutting edge BI tools (like Power BI & Tableau)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Connect with other people and like-minded analysts\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Be the point person on projects and showcase his skillset\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Honestly, this sounds like an amazing role and a terrific opportunity. I could keep talking about Daniel\u2019s story, but I\u2019d rather let him do it.  Here are some of the highlights from our Q&A session. I hope you enjoy it as much as I did!\"}),/*#__PURE__*/e(\"p\",{children:\"--\"}),/*#__PURE__*/t(\"p\",{children:[\"Aaron: \",/*#__PURE__*/e(\"strong\",{children:\"Let's jump back in time. I want you to think about yourself on the day you started your first Maven course. How did you first hear about Maven Analytics and why did you decide to subscribe?\"})]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/t(\"code\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Daniel\"}),\": I first heard about Maven Analytics by taking courses taught by Chris Dutton. I enjoyed his teaching style, the way he laid out information, and wanted to see what else you were offering.\"]})}),/*#__PURE__*/t(\"p\",{children:[\"Aaron: \",/*#__PURE__*/e(\"strong\",{children:\"What was your primary objective or goal as a Maven student and have Maven made a positive impact toward this goal?\"})]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/t(\"code\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Daniel\"}),\": I have been learning more about the advanced functions of MS Excel and getting more familiar with Power BI. I am now going to be using these higher-level skills at my career discussed during our call.\"]})}),/*#__PURE__*/t(\"p\",{children:[\"Aaron: \",/*#__PURE__*/e(\"strong\",{children:\"Which Maven courses have you taken? Do you have any favorites that you think have helped you the most?\"})]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/t(\"code\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Daniel\"}),\": I have taken MS Excel Formulas and Functions, Power Query, Power Pivot, and Dax (that was my favorite so far), and the Thinking Like an Analyst course. I am currently working on the Microsoft Power BI Desktop course and doing the Power BI Service one. I will conclude with the one on Pivot Tables and Charts. \"]})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"code\",{children:\"One interesting thing to note is that I used to be \u201Cafraid\u201D of using formulas and functions in my day-to-day work but after taking Chris\u2019s courses that changed and I started using them. I actually keep a Word doc on my desktop so I can reference functions quickly.\"})}),/*#__PURE__*/t(\"p\",{children:[\"Aaron: \",/*#__PURE__*/e(\"strong\",{children:\"In your opinion, what sets Maven apart from other online learning platforms?\"})]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/t(\"code\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Daniel\"}),\": I have learned that every learning platform is different. I do like the way Maven is laid out. It makes it easy to follow. Also, every concept is explained thoroughly, and you see its functionality demonstrated.\"]})}),/*#__PURE__*/t(\"p\",{children:[\"Aaron: \",/*#__PURE__*/e(\"strong\",{children:\"Describe your work experience to date and your career aspirations. Have you been able to apply what you\u2019ve learned at Maven in the real world? Where would you like to be in the next 5-10 years?\"})]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/t(\"code\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Daniel\"}),\": I have been in the data analytics, data reporting, and data management sector for 10 plus years all supporting government clients. I hope to continue building on that experience but also learning more about data visualization, putting together successful dashboards, and learning about Tableau. I do have GIS skills which hopefully down the line may come in handy.\"]})}),/*#__PURE__*/t(\"p\",{children:[\"Aaron: \",/*#__PURE__*/e(\"strong\",{children:\"Have you been able to accomplish your primary goal? And what do you think have been some of the key factors in your success?\"})]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/t(\"code\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Daniel\"}),\": Yes, I feel I have accomplished a lot but with my field area there is always more to learn. Never stop learning!!! Always ask how this can be done more efficiently and what you can bring to the table. Take initiative and be a valuable asset.\"]})}),/*#__PURE__*/t(\"p\",{children:[\"Aaron: \",/*#__PURE__*/e(\"strong\",{children:\"Is there anything else you think would be valuable for our audience to hear about your career journey?\"}),\" \"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/t(\"code\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Daniel\"}),\": Your journey never ends \u2013 you can always improve upon yourself and what you want to achieve\"]})}),/*#__PURE__*/t(\"p\",{children:[\"Aaron: \",/*#__PURE__*/e(\"strong\",{children:\"Lastly, if our readers are interested in getting in touch with you, what\u2019s the best way to connect?\"})]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/t(\"code\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Daniel\"}),\": Email \u2013 daniel.b.rubinstein@gmail.com - that is the best way for me\"]})}),/*#__PURE__*/e(\"p\",{children:\"--\"}),/*#__PURE__*/e(\"p\",{children:\"Thank you, Daniel, for sharing your story and journey with the larger Maven family and data community. I can\u2019t think of a more impactful sentence than \u201CI landed my dream job\u201D and everyone at Maven is stoked to be a part of your journey - learn on!\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"h3\",{children:\"Maven's Latest Offering\"}),/*#__PURE__*/e(\"p\",{children:\"If you're interested in Maven's current offering, we've created a more modular Intensive learning program, that we call cohort learning. \"}),/*#__PURE__*/e(\"p\",{children:\"The idea is you focus on one tool at time, for short sprints, which include live sessions, hands-on projects, and flexible self-paced study. \"}),/*#__PURE__*/e(\"p\",{children:\"You can see all the details of our latest offering here: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://drive.google.com/drive/folders/1WUHzob_jCzdX54gTicZoCR6fOW05WV4o\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"https://mavenanalytics.io/cohort-learning\"})})})]});export const richText1=/*#__PURE__*/t(r.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"If you are looking to launch a career in data, land a new role, switch careers, or just see what types of opportunities are out there, this one is for you. \"}),/*#__PURE__*/t(\"p\",{children:[\"Today, we're talking about \",/*#__PURE__*/e(\"strong\",{children:\"how to find jobs in data\"}),\".\"]}),/*#__PURE__*/e(\"p\",{children:\"We'll offer specific, practical advice, including links to some of the best resources you should be leveraging when finding job opportunities. \"}),/*#__PURE__*/e(\"p\",{children:\"These are the topics we'll dive into...\"}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Job boards (including REMOTE-specific job boards)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Company career sections \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Recruiters\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Local tech and business publications\"})})]}),/*#__PURE__*/e(\"p\",{children:\"What are we NOT covering today? \"}),/*#__PURE__*/e(\"p\",{children:\"Looking great online, building a brand, networking, and getting the jobs to come to you! Of course, we always recommend this strategy. If you want to successful landing a role, this is one of the best moves you can make.  We're just focusing elsewhere today, on finding open jobs.\"}),/*#__PURE__*/e(\"p\",{children:\"Alright, let's get into it. \"}),/*#__PURE__*/e(\"h3\",{children:\"Use Job Boards\"}),/*#__PURE__*/e(\"p\",{children:\"There are TONS of job boards out there, and they all have plenty of jobs to dig through. \"}),/*#__PURE__*/e(\"p\",{children:\"Many of the jobs won't be relevant to you, so you need to make sure your filtering game is on point. \"}),/*#__PURE__*/e(\"p\",{children:\"Here are some things to consider: \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"1. Know YOUR keywords\"}),/*#__PURE__*/e(\"em\",{children:\"examples: data analysis(analyst), data science(scientist), data engineer(engineering), data visualization, Excel, SQL, Power BI Tableau,   Python, R, Google Analytics, etc\"})]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"2. Leverage all of the search options\"}),\" \",/*#__PURE__*/e(\"em\",{children:\"Use location filters (or remote filters where applicable) and take advantage of boolean logic to combine multiple keywords\"})]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"3. Take advantage of new job alerts\"}),/*#__PURE__*/e(\"em\",{children:\"Some of the job boards let you subscribe to alerts when new relevant jobs get posted. This can help you be among the first to see new opportunities.\"})]}),/*#__PURE__*/e(\"p\",{children:'For example, if you want to work remotely in Analytics and you are great with Python, you could search for jobs that contain both \"Analytics\" AND \"Python\" and are listed as remote (shown below at ZipRecruiter): '}),/*#__PURE__*/e(\"img\",{alt:\"\",className:\"framer-image\",height:\"176\",src:\"https://framerusercontent.com/images/ZjtX9tYD5y5mJyyGVKLDSSc4Fko.png\",srcSet:\"https://framerusercontent.com/images/ZjtX9tYD5y5mJyyGVKLDSSc4Fko.png?scale-down-to=512 512w,https://framerusercontent.com/images/ZjtX9tYD5y5mJyyGVKLDSSc4Fko.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/ZjtX9tYD5y5mJyyGVKLDSSc4Fko.png 1480w\",style:{aspectRatio:\"1480 / 352\"},width:\"740\"}),/*#__PURE__*/e(\"p\",{children:\"Here are links to some of the biggest job boards that you should be keeping on your radar: \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://www.indeed.com/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Indeed\"})}),\"  \"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://www.glassdoor.com/index.htm\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Glassdoor\"})}),\"  \"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://www.careerbuilder.com/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"CareerBuilder\"})}),\" \"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://www.monster.com/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Monster\"})}),\" \"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://www.linkedin.com/jobs/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"LinkedIn Jobs\"})}),\"  \"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://www.simplyhired.com/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"SimplyHired\"})}),\" \"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.ziprecruiter.com/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"ZipRecruiter\"})})})})]}),/*#__PURE__*/e(\"p\",{children:\"Since the pandemic started, most job boards have added remote job filters, making it easier than ever to find remote jobs. And yes, there are lots of them! \"}),/*#__PURE__*/e(\"p\",{children:\"For those of you who are considering remote exclusively, and want to check out some job boards that are 100% focused on remote work, these are great options...\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Remote Job Boards\"})}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://remoteok.com/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Remote | OK\"})}),\"  \"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://weworkremotely.com/100-percent-remote-jobs\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"We Work Remotely\"})})})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://jobspresso.co/remote-work/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Jobspresso\"})})})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://www.workingnomads.com/jobs\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Working Nomads\"})}),\" \"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://remote.co/remote-jobs/s\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Remote.co\"})})})})]}),/*#__PURE__*/e(\"p\",{children:\"These are all great places to look for open roles. Next up, we'll talk about how you should go after specific companies that you might want to work for. \"}),/*#__PURE__*/e(\"h3\",{children:\"Check Out Company Career Sections\"}),/*#__PURE__*/e(\"p\",{children:\"Let's go through this one with some specific examples. \"}),/*#__PURE__*/t(\"p\",{children:[\"If I were looking for work right now, and thinking about companies to target, it would make sense to start with \",/*#__PURE__*/e(\"strong\",{children:\"organizations that have lots of data\"}),\" (more fun for me, and more relevant jobs) and \",/*#__PURE__*/e(\"strong\",{children:\"where I have a relatively good understanding of the product and business model\"}),\". These are the places I'm likely to fit well and land smoothly. \"]}),/*#__PURE__*/t(\"p\",{children:[\"First, up... \",/*#__PURE__*/e(o,{href:\"https://www.lifeatspotify.com/jobs?c=machine-learning&c=data-insights-leadership&c=data-science&c=financial-planning-analysis-product&c=marketing-analytics&l=remote\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Spotify\"})}),\".\"]}),/*#__PURE__*/e(\"p\",{children:\"I love the product, understand the business model, and they have tons of data and plenty of needs for people like us. Plus, they take care of their people. Last I heard, they offered 12 months of paternity leave! And that's in the US, where 6 weeks is usually as good as you'll find. This seems like a great place to work, and I could help them. \"}),/*#__PURE__*/e(\"p\",{children:\"Check out their careers page (pictured below and linked above, with some data filters built in), where you can see 52 remote roles within 5 differeent data-related categories... bingo! \"}),/*#__PURE__*/e(\"img\",{alt:\"Spotify Jobs\",className:\"framer-image\",src:\"https://framerusercontent.com/images/XTrs2dQtaHlBzjjR0VkVjPnw50.png\",srcSet:\"https://framerusercontent.com/images/XTrs2dQtaHlBzjjR0VkVjPnw50.png?scale-down-to=512 512w,https://framerusercontent.com/images/XTrs2dQtaHlBzjjR0VkVjPnw50.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/XTrs2dQtaHlBzjjR0VkVjPnw50.png?scale-down-to=2048 2048w,https://framerusercontent.com/images/XTrs2dQtaHlBzjjR0VkVjPnw50.png 2988w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"If Spotify didn't work out, where would I look next? \"}),/*#__PURE__*/t(\"p\",{children:[\"Maybe I'd try... \",/*#__PURE__*/e(o,{href:\"https://jobs.netflix.com/search?q=Data&location=Remote%2C%20United%20States\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Netflix\"})}),\". \"]}),/*#__PURE__*/e(\"p\",{children:\"Seems like they've got a ton of Data Engineering jobs, of which many seem to be remote. But that's not really my bag, so I'd filter it down to the Data Science and Analytics roles, and might move on to another company to search more. \"}),/*#__PURE__*/e(\"img\",{alt:\"Netflix Jobs\",className:\"framer-image\",src:\"https://framerusercontent.com/images/Eo8hXguvd7rHvEKjVUrKbeZIGcg.png\",srcSet:\"https://framerusercontent.com/images/Eo8hXguvd7rHvEKjVUrKbeZIGcg.png?scale-down-to=512 512w,https://framerusercontent.com/images/Eo8hXguvd7rHvEKjVUrKbeZIGcg.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/Eo8hXguvd7rHvEKjVUrKbeZIGcg.png?scale-down-to=2048 2048w,https://framerusercontent.com/images/Eo8hXguvd7rHvEKjVUrKbeZIGcg.png 2986w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[\"For our third and final company, I would check out \",/*#__PURE__*/e(o,{href:\"https://www.shopify.com/careers/search?teams%5B%5D=data&locations%5B%5D=United%20States&keywords=&sort=title_asc\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Shopify\"})}),\". Their mission to enable small business entrepreneurs is something that I would really get inspired by. \"]}),/*#__PURE__*/e(\"p\",{children:\"They've got some interesting roles here. Like the others, the opportunities span Data Engineering and Data Science groups. \"}),/*#__PURE__*/e(\"img\",{alt:\"Shopify Jobs\",className:\"framer-image\",src:\"https://framerusercontent.com/images/FCa1QIFBwmYgLKPwwWqE4KfIsjw.png\",srcSet:\"https://framerusercontent.com/images/FCa1QIFBwmYgLKPwwWqE4KfIsjw.png?scale-down-to=512 512w,https://framerusercontent.com/images/FCa1QIFBwmYgLKPwwWqE4KfIsjw.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/FCa1QIFBwmYgLKPwwWqE4KfIsjw.png?scale-down-to=2048 2048w,https://framerusercontent.com/images/FCa1QIFBwmYgLKPwwWqE4KfIsjw.png 2950w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[\"Before we get off companies, it's worth noting that most major tech companies also post their jobs on LinkedIn. Sticking with the Shopify example, here's \",/*#__PURE__*/e(o,{href:\"https://www.linkedin.com/jobs/search/?geoId=92000000&f_C=784652%2C10462386&keywords=Data\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"their jobs page on LinkedIn\"})}),\".\"]}),/*#__PURE__*/e(\"p\",{children:\"LinkedIn can be useful because it shows you who you are connected with at the company, and even gives recommendations for which roles are a fit. Plus the filtering is pretty good, and there is 'Easy Apply' (just keep in mind, effort and output usually correlate, so don't bank on this working every time).\"}),/*#__PURE__*/e(\"img\",{alt:\"Shopify LinkedIn Jobs Page\",className:\"framer-image\",src:\"https://framerusercontent.com/images/iNgZTeTNtIFVigGKVBvuJBxSM4.png\",srcSet:\"https://framerusercontent.com/images/iNgZTeTNtIFVigGKVBvuJBxSM4.png?scale-down-to=512 512w,https://framerusercontent.com/images/iNgZTeTNtIFVigGKVBvuJBxSM4.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/iNgZTeTNtIFVigGKVBvuJBxSM4.png 1924w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"Alright, next let's talk about getting some muscle in your corner: \"}),/*#__PURE__*/e(\"h3\",{children:\"Work With Recruiters\"}),/*#__PURE__*/t(\"p\",{children:[\"You may have heard us talk about using Recruiters in the past, or could have read our \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/blog/the-best-advice-from-analytics-recruiters\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Best Advice from Recruiters\"})}),\" article here. \"]}),/*#__PURE__*/t(\"p\",{children:[\"I won't go into too much detail about \",/*#__PURE__*/e(\"em\",{children:\"why\"}),\" I think you should work with Recruiters (you can read more at the link above), but in general here's the pitch... \"]}),/*#__PURE__*/e(\"p\",{children:\"If you can sell a Recruiter that you're great for a data role, it's like nailing 10 interviews at once. If they believe in you, they'll pitch you to their clients and try to put opportunities in front of you. They don't get paid until you land a role (at least in the US) so there's very little downside. \"}),/*#__PURE__*/e(\"p\",{children:\"Assuming you're sold on using recruiters, here are some of our favorite recruiting shops to check out and get in contact with: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"US-Based Recruiting Shops\"})}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.analyticrecruiting.com/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Analytic Recruiting\"})})})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.hireminds.com/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"HireMinds\"})})})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.curatepartners.com/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Curate Partners\"})})})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.intelletec.com/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Intelletec\"})})})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"http://www.ndt.com/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"NDT\"})})})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"http://www.micacg.com/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Mica Consulting Group\"})})})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.marketsearchrecruiting.com/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"MarketSearch Executive Recruiting\"})})})})]}),/*#__PURE__*/t(\"p\",{children:[\"** Note: unfortunately our Recruiter network outside of the US isn't nearly as deep as it is here at home. If you have good recommendations we should add to this list for, feel free to shoot me a note \",/*#__PURE__*/e(o,{href:\"https://www.linkedin.com/in/johnpauler/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"on LinkedIn\"})}),\".  \"]}),/*#__PURE__*/e(\"h3\",{children:\"Follow local tech and biz publications\"}),/*#__PURE__*/e(\"p\",{children:\"The final place we'll recommend looking for opportunities is by following technology and business publications in your area. \"}),/*#__PURE__*/e(\"p\",{children:\"For example, where I live in Boston, MA, there are a number of great publications focusing on technology, busines, and startups that are all worth following, and most of them have jobs sections: \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://www.americaninno.com/boston/careers/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"BostInno\"})}),\" \"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://www.bizjournals.com/boston/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Boston Business Journal\"})}),\" \"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://www.builtinboston.com/jobs\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Built In Boston\"})}),\" \"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://venturefizz.com/jobs\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"VentureFizz\"})}),\" (founder is from BOS, jobs go wider)\"]})})]}),/*#__PURE__*/e(\"p\",{children:\"If you have your heart set on working in a specific location, it's a good idea to figure out the equivalent publications in that area, and start getting familiar with them. Most of them are on social media, so if you're there already, it's easy to follow. \"}),/*#__PURE__*/e(\"h3\",{children:\"Wrapping up\"}),/*#__PURE__*/e(\"p\",{children:\"Hopefully this quick guide on finding jobs is helpful. \"}),/*#__PURE__*/t(\"p\",{children:[\"I know, we didn't get into how to \",/*#__PURE__*/e(\"em\",{children:\"apply\"}),\" for jobs in this post. That is one of the many career-building topics we cover in our upcoming course, which you can see here: \"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/course/launching-your-data-career\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Launching Your Data Career\"})})})]});export const richText2=/*#__PURE__*/t(r.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"Looking for real world data to practice your data skills and showcase in your portfolio?\"}),/*#__PURE__*/e(\"p\",{children:\"Interested in gaining insights into the long term implications of remote work?\"}),/*#__PURE__*/t(\"p\",{children:[\"If this sounds like you, we have just what you need, and it comes with another chance to win a \",/*#__PURE__*/e(\"strong\",{children:\"free all-access membership\"}),\" to Maven Analytics!\"]}),/*#__PURE__*/t(\"p\",{children:[\"We\u2019ve just added a brand new data set to the \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/data-playground\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Data Playground\"})}),\", containing survey data from remote workers in Australia collected in 2020 and 2021.\"]}),/*#__PURE__*/t(\"p\",{children:[\"There is a ton to explore, analyze, and visualize here, so fire up your favorite BI tool \",/*#__PURE__*/e(\"em\",{children:\"(Excel, MySQL, Power BI, Tableau, etc.)\"}),\", and dig into the responses!\"]}),/*#__PURE__*/t(\"p\",{children:[\"To go along with this release, we\u2019re launching the \",/*#__PURE__*/e(\"strong\",{children:\"Maven Remote Work Challenge\"}),\" and giving away a \",/*#__PURE__*/e(\"strong\",{children:\"free all-access membership\"}),\" to the winner.\"]}),/*#__PURE__*/e(\"p\",{children:\"We\u2019ll share more about the challenge details below, but first let\u2019s talk about the data\u2026\"}),/*#__PURE__*/e(\"h3\",{children:\"About the dataset\"}),/*#__PURE__*/e(\"p\",{children:\"This dataset contains the results of two surveys of 1,500 remote workers commissioned by the state of New South Wales (NSW). The first took place in August and September 2020, and aimed to capture the remote work experiences and attitudes at the height of the COVID lockdown. Once health restrictions were reduced and a return to lockdown seemed unlikely, a similar survey was conducted between March and April 2021.\"}),/*#__PURE__*/e(\"p\",{children:\"To be eligible, survey respondents had to be employed NSW residents with remote working experience in their current job. This means that both unemployed people and those whose job cannot be done remotely were not taken into account. The resulting sample represents roughly 59% of the NSW workforce.\"}),/*#__PURE__*/t(\"p\",{children:[\"The responses are stored in \",/*#__PURE__*/e(\"strong\",{children:\"2 csv tables\"}),\", one for each survey.\"]}),/*#__PURE__*/e(\"p\",{children:\"Each record represents a single respondent, and contains answers to questions on:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Their employers\u2019 policies, practices, and attitudes for remote work\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Their own attitude towards working remotely\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"The amount of time they spent working remotely, and how they spent it\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"The barriers they faced when working remotely, and how they have changed\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"The best and worst aspects of working remotely\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Their expectations for working remotely in the future\"})})]}),/*#__PURE__*/e(\"h3\",{children:\"How to play the Maven Remote Work Challenge\"}),/*#__PURE__*/t(\"p\",{children:[\"For this challenge, your task is to \",/*#__PURE__*/e(\"strong\",{children:\"assess the productivity and morale implications of working remotely and outline an ideal policy for the post-pandemic future\"}),\", presented in the form of a single-page report or dashboard.\"]}),/*#__PURE__*/e(\"p\",{children:\"Here\u2019s how to submit your entry:\"}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Share a LinkedIn post mentioning \",/*#__PURE__*/e(\"em\",{children:\"@Maven Analytics\"}),\" and the hashtag \",/*#__PURE__*/e(\"strong\",{children:\"#mavenremoteworkchallenge\"}),\", with your single-page visual based on the challenge objective above\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Complete the official \",/*#__PURE__*/e(o,{href:\"https://mavenanalytics.typeform.com/to/Ln7sYYiB\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"challenge submission form\"})}),\" to make sure you are entered for a chance to win\"]})})]}),/*#__PURE__*/e(\"p\",{children:\"Make sure to follow Maven Analytics on LinkedIn for updates on the challenge and invite your connections to play along!\"}),/*#__PURE__*/e(\"h3\",{children:\"How to win\"}),/*#__PURE__*/e(\"p\",{children:\"Finalists will be chosen by the Maven team based on insights, creativity, design, visualizations, and overall storytelling ability. The winner will be selected from the finalist pool by the Maven team, via live voting.\"}),/*#__PURE__*/e(\"h3\",{children:\"What you can win\"}),/*#__PURE__*/t(\"p\",{children:[\"As part of the \",/*#__PURE__*/e(\"strong\",{children:\"Maven Remote Work Challenge\"}),\", we'll be giving away 1 annual all-access Maven membership completely free of charge. The winner will get access to all of our Excel, Power BI, Tableau, and SQL courses, as well as our ongoing Machine Learning series, all with direct support and coaching from our expert instructors.\"]}),/*#__PURE__*/e(\"p\",{children:\"No purchase is necessary to participate. As always, this challenge is open to both current Maven subscribers and everyone else.\"}),/*#__PURE__*/e(\"p\",{children:\"Check out the official rules below...\"}),/*#__PURE__*/e(\"h3\",{children:\"Official Terms (Maven Remote Work Challenge)\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Maven Analytics will give away 1 Annual subscription for an Individual account. After the one year period, the subscription will expire.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"No purchase is necessary to enter.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Data Analyst Bootcamp is not included in this prize. That is a separate offering, and not eligible.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"The challenge will close to new entries on Thursday, March 31st, 2022, at 11:59pm Eastern Standard Time. All entries must be submitted prior.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"After the submission deadline, finalists will be chosen by the Maven team.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Maven Analytics will select 1 winner from the finalists, and will announce the winner on Wednesday, April 13th, 2022 at 10:00am Eastern Standard Time. The official announcement will be posted on LinkedIn from the Maven Analytics LinkedIn account.\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Don't want to participate in the Maven Remote Work Challenge? No problem. You can still analyze the data on your own. All of the Data Playground datasets are completely free and are available for everyone to learn with. Feel free to dig in anytime.\"}),/*#__PURE__*/t(\"p\",{children:[\"Check out the NSW Remote Work Survey dataset, and many more, at the \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/data-playground\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Data Playground\"})}),\".\"]}),/*#__PURE__*/e(\"p\",{children:\"Happy analyzing!\"})]});export const richText3=/*#__PURE__*/t(r.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"I had the pleasure of talking with Full Stack Modeller's Giles Male this week about what employers are looking for in Data Analysis and Financial Modelling candidates. \"}),/*#__PURE__*/e(\"p\",{children:\"We went pretty deep into the state of the job market, remote working, the technical and non-technical skills employers want to see, how they assess candidates, and even got into some details about our respective training offerings. \"}),/*#__PURE__*/e(\"p\",{children:\"Plus, we recorded the whole thing for you. Check it below. \"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/DDzyuYPF56TuI0bfUu2z/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(i,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/SWs1MfFRn-k\"})})}),/*#__PURE__*/e(\"p\",{children:\"If you're considering a career in Data or in Financial Modelling, trying to find a new job, or just trying to do some career planning, this one should help you out. \"}),/*#__PURE__*/e(\"p\",{children:\"And if you are interested in either the Full Stack or Maven Analytics training options, there is still time to enroll in either program...\"}),/*#__PURE__*/e(\"h3\",{children:\"FULL STACK MODELLER\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Get 15% off Full Stack Modeller using code MAVEN15\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://bit.ly/3xjmdNd\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Learn more about Full Stack Modeller\"})}),\" \"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://bit.ly/3xhwTvB\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Book time to talk with Giles\"})})})})]})]});export const richText4=/*#__PURE__*/t(r.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"November 1st, 2021, I celebrated joining Maven Analytics on a full-time basis. It was a time of great joy for me, but I may be even happier about how this full-time role came to be. \"}),/*#__PURE__*/e(\"p\",{children:\"If I\u2019ve learned anything in my time with Maven, it\u2019s that context is king. So here is a bit of context for you.  \"}),/*#__PURE__*/e(\"p\",{children:\"I\u2019m not a risk-prone individual and I come from a cultural background where changes are not welcome. I have a traditional upbringing that ideally follows a simple pattern: go to school, get a job (in a state-owned company if possible), and stay in that job until retirement. \"}),/*#__PURE__*/e(\"p\",{children:\"Changing jobs, which means taking a risk when you already have a steady income and a contract, was considered downright insane and was (still is) frowned upon by the vast majority of my peers and even more so by older generations. Additionally, continued learning and education (after formal schooling is done) is not an extremely high priority. Unsurprisingly then, once school was over, I started down this familiar path. I had a stable job, was a few years into my career, and everything was going as \u201Cplanned.\u201D  \"}),/*#__PURE__*/e(\"p\",{children:\"Fast forward a few years and now I work from home with a group of people that I haven\u2019t actually met in person yet. Plus, Maven\u2019s offices are 7,000 km (4,300 miles) away from my home. \"}),/*#__PURE__*/e(\"p\",{children:\"You may be asking yourself; how did this happen? \"}),/*#__PURE__*/e(\"h3\",{children:\"Branching Out\"}),/*#__PURE__*/e(\"p\",{children:\"It all started with a Google search. I was getting into a routine that, to be blunt, was getting quite dull. Don\u2019t get me wrong, things were going ok, but it was increasingly obvious that things were as good as they were ever going to be. I felt that some of the experience and skills I had were starting to fade, simply from not being used. So, I decided to do something about it in my free time. In my job I used Excel on a daily basis but in a very narrow scope, I decided to try and expand on that. \"}),/*#__PURE__*/e(\"p\",{children:\"I didn't find Maven so much as it found me. Specifically, it was either LinkedIn or YouTube (I don\u2019t remember anymore) that threw a suggestion at me \u2013 it was Chris Dutton\u2019s Excel Formulas and Functions course. \"}),/*#__PURE__*/e(\"p\",{children:\"At the time I fancied myself somewhat of an advanced Excel user, but I was way off. The course blew my mind. The delivery, the tone, the slides, and the narrative were so well packaged that it required no effort at all to go through the course. It struck me how important these nuances are when learning a new topic as they allowed me to focus completely on the content (think very boring vs. engaging college professor) and not waste any energy on trying to decipher what was being said. Yet still, the best thing by far about the course was the content. It was so applicable that my wife (who has very little Excel skill) even took some slides to work and used them to help with her own tasks. \"}),/*#__PURE__*/e(\"p\",{children:\"After a short while, I ended up going through Chris\u2019s courses as a hobby. I would do it instead of reading a book, watching a movie, or playing a game. Bonus: my productivity at work increased, allowing more free time! \"}),/*#__PURE__*/e(\"p\",{children:\"I worked through almost every Excel course Maven had at the time, at least the courses covering topics that I was already familiar with or knew existed. This approach left one course that I was reluctant to take \u2013 Power Pivot, Power Query and DAX. I had no idea that Excel had this type of capability, I didn\u2019t even know it existed. But, after taking the course everything changed for me. Through the Power Pivot, Power Query, and DAX course, I learned about Power BI and the whole BI ecosystem. I realized that I used some parts of this ecosystem in my work without even being aware of the whole picture. It opened my eyes to a whole new world that I was completely oblivious about. And this course gave me another lifelong passion \u2013 DAX. For as long as I\u2019m around, I\u2019ll probably tinker with DAX and be in awe at the complexity of its simplicity. \"}),/*#__PURE__*/e(\"p\",{children:\"At this point I was hooked and my view of how Excel and Power BI could be used in the workplace was forever changed. \"}),/*#__PURE__*/e(\"h3\",{children:\"Teaching Assistant\"}),/*#__PURE__*/e(\"p\",{children:\"In early 2020 I was working from home, because of the lockdown, and I noticed an announcement about a teaching assistant (TA) role for Maven\u2019s courses on Udemy. The announcement was already 6-7 months old, and I felt nowhere near confident enough to consider teaching others to use Excel - let alone Power BI. I was about to close out of the page, but I paused. I really liked Maven\u2019s teaching style, I thoroughly enjoyed any work using Excel or Power BI, and the idea of doing this on a daily basis, and getting compensated for it, was flawless. \"}),/*#__PURE__*/e(\"p\",{children:\"So, I did something I\u2019ve done a precious few times before in my life. I reached out. \"}),/*#__PURE__*/e(\"p\",{children:\"I was surprised to see an answer in my inbox in a very short time. So short in fact that I was sure it was a one-line polite refusal. It wasn\u2019t. It was an introduction to Aaron Parry, Head of Customer Success at Maven Analytics, and a guy responsible for Udemy Q&A. Aaron had a quite simple request \u2013 jump in and try it out.  \"}),/*#__PURE__*/e(\"p\",{children:\"We agreed on a timeframe where I\u2019d comb through the questions and help as best I can with answers and support. I threw everything I had at this. I rewatched Maven\u2019s course videos, I read articles and posts, binge watched YouTube videos, recreated issues, and tested different solutions. I did everything I could to feel 100% confident that I could break down a problem and provide a solution so the person asking the question would understand it too. \"}),/*#__PURE__*/e(\"p\",{children:\"At the end of the trial period, Aaron offered me a position as a TA for 2 courses on Udemy \u2013 Power Pivot, Power Query & DAX and Up and Running with Power BI Desktop. And so, in April 2020, my adventure with Maven began as a part time side gig. \"}),/*#__PURE__*/e(\"p\",{children:\"I loved every minute of it. I was learning so much, and once I left the \u201Cgo to school, get a job, and stay in it forever\u201D comfort zone, I started asking myself: if this is possible, then what else is? \"}),/*#__PURE__*/e(\"p\",{children:\"What else was I missing out on by staying in my comfort zone? \"}),/*#__PURE__*/e(\"p\",{children:\"After a few weeks, as if my thoughts were read, Aaron emailed me my very first performance evaluation and asked if I\u2019d consider taking on another course. In my head I said \u201Cyes,\u201D even before I read which course he wanted me to manage. And just like that I added the Microsoft Excel: Pro Tips course to my TA responsibilities. \"}),/*#__PURE__*/e(\"p\",{children:\"At this point, I\u2019d completely let my guard down with Maven and was open to any new opportunity they threw my way. Within the calendar year, I added Advanced DAX and Power BI Service to my TA responsibilities. Was I an expert in DAX or Power BI Service? Absolutely not. But as I had learned, and proved to myself, I was able to pick things up quickly and learn by doing. I think a lot of people can relate to this, learning by doing is far superior to learning by watching or listening. \"}),/*#__PURE__*/e(\"p\",{children:\"It was around this time that two things became clear: \"}),/*#__PURE__*/e(\"p\",{children:\"I was enjoying my work with students and the BI ecosystem far more than I did working at my regular day job. \"}),/*#__PURE__*/e(\"p\",{children:\"The total amount of time needed for two jobs was starting to become too much to manage, especially as my family became larger \"}),/*#__PURE__*/e(\"p\",{children:\"It was time to make a big choice. \"}),/*#__PURE__*/e(\"h3\",{children:\"Maven\"}),/*#__PURE__*/e(\"p\",{children:\"This is right about the time in my story where I\u2019d tell you to do the same thing I did, to let go, leave your comfort zone, trust in yourself and good things will happen. But that\u2019s only half the story, and as analysts we mustn\u2019t skew the data to make it look nice. Think back to the context I outlined at the beginning of this post and add to it 10 years in a corporate world that had very little to do with BI or online education and support. The truth is choices like this are tough and scary, and I honestly hope that if you\u2019re faced with a similar decision that you\u2019re as fortunate as I was to have help making it. \"}),/*#__PURE__*/e(\"p\",{children:\"It would have been so simple, so easy to stick with the easy, known choice (the blue pill as it were). But the thing is, I already knew where that choice led. \"}),/*#__PURE__*/e(\"p\",{children:\"So, I reached out again. \"}),/*#__PURE__*/e(\"p\",{children:\"And now, here I am at Maven, as someone who has played many different roles. I\u2019m an economist, a sales guy, an office guy, a support guy, but more importantly I\u2019m on my way to becoming something more than a guy working a job at the same company until retirement.  \"}),/*#__PURE__*/e(\"p\",{children:\"What is that something more? \"}),/*#__PURE__*/e(\"p\",{children:\"Maybe it\u2019s a student support manager, a DAX guru, or a Power BI instructor. I don\u2019t know for sure, but what I do know is that the path I\u2019m on is awesome! \"}),/*#__PURE__*/e(\"p\",{children:\"See you on the other side! \"}),/*#__PURE__*/e(\"p\",{children:\"-- B \"})]});export const richText5=/*#__PURE__*/t(r.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"We are thrilled to officially welcome the 2021 class into the Maven Hall of Fame!\"})}),/*#__PURE__*/e(\"p\",{children:\"First, thanks to everyone in the data community who submitted a nomination.\"}),/*#__PURE__*/e(\"p\",{children:\"The field of nominees was unbelievably talented, which made the task of narrowing down such a great list of people to just five final inductees extremely difficult.\"}),/*#__PURE__*/e(\"p\",{children:\"Everyone who was nominated should feel a great sense of pride. You are an amazing bunch of people, and we are so very impressed by your continued contributions to the data community.\"}),/*#__PURE__*/e(\"p\",{children:\"Before we introduce our inductees, let's recap the qualities that earned these individuals their spots. \"}),/*#__PURE__*/e(\"p\",{children:\"These standouts represent the characteristics that we most value in our students and in the broader data community.  \"}),/*#__PURE__*/t(\"p\",{children:[\"1) Maven Hall of Famers are \",/*#__PURE__*/e(\"strong\",{children:\"committed to lifelong learning\"}),\".\"]}),/*#__PURE__*/t(\"p\",{children:[\"2) They \",/*#__PURE__*/e(\"strong\",{children:\"actively participate in the Maven community and broader data community\"}),\". \"]}),/*#__PURE__*/t(\"p\",{children:[\"3) They \",/*#__PURE__*/e(\"strong\",{children:\"consistently support and encourage others in the Maven community\"}),\". \"]}),/*#__PURE__*/t(\"p\",{children:[\"4) They \",/*#__PURE__*/e(\"strong\",{children:\"bring a positive energy to their learning and their work\"}),\". \"]}),/*#__PURE__*/e(\"p\",{children:\"In short, these are the people that make being a part of Maven such an enjoyable experience for instructors and for the entire student community. \"}),/*#__PURE__*/t(\"p\",{children:[\"In addition to the glory and our undying admiration, each of the folks being honored today will receive the exclusive Hall of Fame badge, and have also been given \",/*#__PURE__*/e(\"strong\",{children:\"free lifetime access to the entire Maven library of courses\"}),\". \"]}),/*#__PURE__*/e(\"p\",{children:\"Now, let's introduce the Hall of Fame Class of 2021! \"}),/*#__PURE__*/e(\"h3\",{children:\"Clay Cooper\"}),/*#__PURE__*/t(\"p\",{children:[\"In a move that shocks absolutely no one, \",/*#__PURE__*/e(o,{href:\"https://www.linkedin.com/in/claymcooper/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Clay\"})}),\" is being honored for his inspiring journey in 2021. Clay put his transformation from \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/blog/clays-data-analyst-career-change\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Pharmacist to Data Analyst\"})}),\" on display, sharing everything with the data community as he went. We've all gotten to watch him set goals, grow as an Analyst, market himself like a pro, and then land the role of his dreams. Since Clay landed his new job as a BI Analyst, he's been thriving, AND giving back generously to the data community. He's shared his advice for career switchers in video, guest lectured in the Maven bootcamp, and even went on a podcast to discuss his experience and share his advice for folks contemplating a similar transition. All of this has been done with such a humble and positive attitude, and with the motivation to inspire others to follow their dreams. I couldn't think of anyone more worthy of this particular honor. We are proud to induct Clay into the 2021 Hall of Fame Class. \"]}),/*#__PURE__*/e(\"p\",{children:\"Congratulations Clay!\"}),/*#__PURE__*/e(\"h3\",{children:\"Zoe Douglas\"}),/*#__PURE__*/t(\"p\",{children:[\"Earlier this year, \",/*#__PURE__*/e(o,{href:\"https://www.linkedin.com/in/zoedouglas-data/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Zoe\"})}),\" secured her place in the Maven record books in 2021 by becoming the first person to ever win 2 different Maven challenges! Zoe has a knack for breaking down these complex data sets, honing in on the key points, and presenting her findings with crystal clarity. She is very active online in the online data community, even hosting a Power BI User Group (check out one of her sessions \",/*#__PURE__*/e(o,{href:\"https://www.youtube.com/watch?v=k1rO2ehLu2w\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"here\"})}),\"). She is quick to share her ideas when she sees an opportunity to help, encourages others, and leads by example with a consistently positive attitude. If you're looking for a great BI Consultant, look no further. She's the total package. We are proud to induct Zoe into the Hall of Fame. \"]}),/*#__PURE__*/e(\"p\",{children:\"Congratulations Zoe!\"}),/*#__PURE__*/e(\"h3\",{children:\"Marjolein Opsteegh\"}),/*#__PURE__*/t(\"p\",{children:[\"Many of you likely know \",/*#__PURE__*/e(o,{href:\"https://www.linkedin.com/in/marjoleinopsteegh/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Marjolein\"})}),\" from her frequent finalist appearances in the Maven Challenges. As a professional Business Consultant, she knows her way around a dashboard, and is already delivering tons of value to her clients. But that doesn't stop her from continuing to work on her skills. She's been a student on the Maven platform since January 2021. Fun fact: she's been so active, that she was the first person to catch a bug in our Learning Streak badges earlier this year (which was my fault! A bad SQL query calculation was live, in production). She regularly puts herself out there to share her experience and help others. \",/*#__PURE__*/e(o,{href:\"https://www.linkedin.com/video/live/urn:li:ugcPost:6859489076475645952/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\" Here's a video\"})}),\" where Marjolein talks about a number of her dashboards on Get Responsive, and here's \",/*#__PURE__*/e(o,{href:\"https://inergy.nl/blog/blog-een-dag-uit-het-leven-van-marjolein-opsteegh-business-consultant-bij-inergy/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"another feature on Marjolein for the Inergy blog\"})}),\". She's also currently competing with Ewa Devaney for longest active learning streak on the Maven platform! We love Marjolein's commitment to lifelong learning, and her consistent voice in the data community. We are proud to induct Marjolein into the Hall of Fame. \"]}),/*#__PURE__*/e(\"p\",{children:\"Congratulations Marjolein! \"}),/*#__PURE__*/e(\"h3\",{children:\"Jonathan van der Waard\"}),/*#__PURE__*/t(\"p\",{children:[\"Jonathan is another person you likely know if you've been active in the data community. He really puts himself out there. You may have seen his impressive dashboarding work, appearing as a Finalist in 5 separate Maven Challenges. Jonathan really brings some amazing talent each time, and he's been one of the most vocal in cheering others on as well. If you've submitted your own entry, you've probably seen Jonathan commenting with praise or thoughtful feedback and questions. Like Marjolein, he's also been a guest speaker on \",/*#__PURE__*/e(o,{href:\"https://www.youtube.com/watch?v=HRxYlPKOBbg\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Get Responsive\"})}),\" to promote Power BI dashboarding tips. Jonathan is everywhere! He's also clearly demonstrated a commitment to lifelong learning, completing 14 Maven courses (and more on other platforms)...wow! Between the talent, the constant work to improve his already impressive skills, and the effort he puts into encouraging others, Jonathan is a perfect model of a Maven Hall of Famer, and we are proud to induct him in the class of 2021. \"]}),/*#__PURE__*/e(\"p\",{children:\"Congratulations Jonathan! \"}),/*#__PURE__*/e(\"h3\",{children:\"Chris Mengel\"}),/*#__PURE__*/t(\"p\",{children:[\"Last, but certainly not least, is someone who brings a deep passion to the data community. We first met \",/*#__PURE__*/e(o,{href:\"https://www.linkedin.com/in/chris-mengel/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Chris\"})}),\" when he was looking for a career change back in 2020. He had been a Program Manager for 18 years before deciding to launch his data career. Chris put in a ton of work toward his goal, kept an amazingly positive attitude through the whole journey, and pulled off his career switch. Today, he's a BI Developer, and is totally thriving. He's even doing some things at work that have made Aaron's eyes light up, and that's no small task! We love the skill, the passion, work ethic, and the gratitude. But even more than those things, what makes Chris Mengel an absolute slam dunk for this list is his ability to inspire others. Check out \",/*#__PURE__*/e(o,{href:\"https://www.youtube.com/watch?v=75uJDW53DKs\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"this video from Chris\"})}),'. We have heard from multiple people who were doubting their ability to follow their dreams because they were \"too late\" in their career, and then saw this video, got inspired, and kept going. Giving that gift of hope and motivation is one of the best things you could ever do for someone, and it\\'s one of the many reasons we are proud to induct Chris into the Hall of Fame.']}),/*#__PURE__*/e(\"p\",{children:\"Congratulations Chris! \"}),/*#__PURE__*/e(\"p\",{children:\"Everyone on the Maven team is deeply proud of this group, and you all deserve an enormous thanks for your contributions to the data community. \"}),/*#__PURE__*/e(\"p\",{children:\"Thanks to everyone who took the time to nominate someone. We look forward to continuing this tradition for many years to come. \"}),/*#__PURE__*/e(\"p\",{children:\"Until then, happy learning!\"})]});export const richText6=/*#__PURE__*/t(r.Fragment,{children:[/*#__PURE__*/t(\"p\",{children:[\"Today we're hearing from Jeroen de Bondt, a member of the \",/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/blog/hall-of-fame-class-of-2022\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Maven Analytics Hall of Fame\"})}),\", who is talking about his Analytics career path. \"]}),/*#__PURE__*/e(\"p\",{children:\"A year ago, Jeroen didn't know the first thing about data analysis. Now he's got a job he loves using SQL and Power BI on the job every day. \"}),/*#__PURE__*/e(\"p\",{children:\"Check out this quick video where Jeroen talks about his journey, discusses how he learned his skills, how he landed his current role, and even gives some great advice for aspiring Analysts. \"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/DDzyuYPF56TuI0bfUu2z/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(i,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/iVo5RSFHZto\"})})}),/*#__PURE__*/e(\"p\",{children:\"Want to check out the Data Playground Challenges that helped Jeroen launch his career? \"}),/*#__PURE__*/e(\"p\",{children:\"Maybe you'll participate in one yourself! \"}),/*#__PURE__*/e(\"p\",{children:\"You can see all of our challenges, including the latest one here: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/challenges\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"https://mavenanalytics.io/challenges \"})})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"br\",{}),\"You can also see some of Jeroen's work live on the Project Showcase here: \"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/profile/Jeroen-de%20Bondt/43450270\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"https://mavenanalytics.io/profile/Jeroen-de%20Bondt/43450270\"})})})]});export const richText7=/*#__PURE__*/t(r.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"Today we get to hear from Jason Bryll, the Founder of Parable Associates. \"}),/*#__PURE__*/e(\"p\",{children:\"Jason Bryll runs Parable Associates, which specializes in implementing business intelligence tools in healthcare settings. \"}),/*#__PURE__*/e(\"p\",{children:\"His business is his people, so he really cares about training and developing his team members. \"}),/*#__PURE__*/e(\"p\",{children:\"Parable is using the Maven Team Training platform to get team members up to speed on Power BI and Tableau. They use it to train new employees, and folks who are looking to expand their skillset. \"}),/*#__PURE__*/e(\"p\",{children:\"Jason loves the ability to easily add new team members, assign them  the right courses, and track their progress as they complete their learning paths. \"}),/*#__PURE__*/e(\"p\",{children:\"He loves the ability to easily add new team members, assign them with the right courses, and track their progress as they complete their learning paths. \"}),/*#__PURE__*/e(\"p\",{children:\"Check out this quick video where Jason talks about his Maven experience:\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/DDzyuYPF56TuI0bfUu2z/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(i,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/QfwP8pzl2wc\"})})}),/*#__PURE__*/e(\"p\",{children:\"For anyone who's interested in learning more in taking your team's data skills to the next level with Maven's Team Training platform, you can learn more below:\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/team-training\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Check Out Maven's Team Training Platform\"})})})]});export const richText8=/*#__PURE__*/t(r.Fragment,{children:[/*#__PURE__*/t(\"p\",{children:[\"The most important part of any data project is \",/*#__PURE__*/e(\"strong\",{children:\"data preparation\"}),\", and because of this, data prep often occupies the majority of time spent on the project. \"]}),/*#__PURE__*/e(\"p\",{children:\"Time spent on the data prep phase directly translates to the final output of the project. This statement holds true in both positive and negative aspects where more time spent on data prep typically equates to a better output.\"}),/*#__PURE__*/e(\"h4\",{children:\"\u201CSomething produced based on inputs of low quality will also be low quality\u201D\"}),/*#__PURE__*/t(\"p\",{children:[\"You may have heard the phrase \u201C\",/*#__PURE__*/e(\"strong\",{children:\"garbage in, garbage out\"}),\"\u201D, or \u201CGIGO\u201D, before. It\u2019s a popular phrase that means something produced based on inputs of low quality will also be low quality. If you try and build a database, data model, report, or dashboard based off poorly prepared data, the output will suffer. \"]}),/*#__PURE__*/e(\"p\",{children:\"Think about presenting a report to a client and kicking off the presentation with the following insight: \"}),/*#__PURE__*/t(\"h4\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Analyst\"}),\": \",/*#__PURE__*/e(\"em\",{children:\"\u201CMonth over month, our marketing spend increased 100% (up to $200K from $100K), with an ROAS of 3:1. This performance improvement is due to increased spend in paid search campaigns. Based on this performance, I\u2019d recommend continuing with the same spend levels in the next period\u201D\"})]}),/*#__PURE__*/t(\"h4\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Client\"}),\": \",/*#__PURE__*/e(\"em\",{children:\"\u201CThat\u2019s great to hear about the performance increase, but our total marketing budget for the year is $200K and we didn\u2019t spend $100K last month. How are these spend numbers possible?\u201D\"})]}),/*#__PURE__*/t(\"h4\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Analyst\"}),\": \",/*#__PURE__*/e(\"em\",{children:\"\u201CThat\u2019s a good question, I\u2019ll have to look into it\u201D\"})]}),/*#__PURE__*/e(\"p\",{children:\"From this point on, can the client trust what the analyst is presenting? Should the client trust the analyst? \"}),/*#__PURE__*/e(\"p\",{children:\"The presentation ends and you head back to your desk to dig in and understand what happened. After a QA of the raw data, you realize that the dataset contains duplicate values which artificially increased the spend numbers. \"}),/*#__PURE__*/e(\"p\",{children:\"With a proper data prep process, this is something that could have been caught prior to presenting the report. \"}),/*#__PURE__*/e(\"p\",{children:\"So, let\u2019s talk about the data prep process. Data prep is all about creating clean, quality data for analysis, and typically involves a combination of three main steps:\"}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Quantity Assurance\"}),\" (QA)\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Data Profiling\"})})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Data Engineering\"}),\" & \",/*#__PURE__*/e(\"strong\",{children:\"ETL\"})]})})]}),/*#__PURE__*/e(\"p\",{children:\"For the remainder of this post, I\u2019d like to focus on the first data prep process, Quality Assurance, and discuss some of the key issues you may encounter (we\u2019ll dig into Data Profiling and Data Engineering & ETL in separate posts).\"}),/*#__PURE__*/e(\"p\",{children:\"Lets dig in!\"}),/*#__PURE__*/e(\"h3\",{children:\"Issue 1: Incorrect data types\"}),/*#__PURE__*/e(\"img\",{alt:\"incorrect data types\",className:\"framer-image\",src:\"https://framerusercontent.com/images/rrB5uBZy8EGWz5JedurgjIK6sg.png\",srcSet:\"https://framerusercontent.com/images/rrB5uBZy8EGWz5JedurgjIK6sg.png?scale-down-to=512 512w,https://framerusercontent.com/images/rrB5uBZy8EGWz5JedurgjIK6sg.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/rrB5uBZy8EGWz5JedurgjIK6sg.png 1221w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Solution\"}),\": In this example, we can see that the Postal Code and Telephone number columns contain incorrect data types. Some of the postal code values are missing the leading zero and telephone numbers are an integer data type instead of text.\"]}),/*#__PURE__*/e(\"p\",{children:\"To update, you can reformat the columns or re-encode (change data type) the fields to ensure the data types are accurate and consistent.\"}),/*#__PURE__*/e(\"h3\",{children:\"Issue 2: Duplicate records\"}),/*#__PURE__*/e(\"img\",{alt:\"duplicate records\",className:\"framer-image\",src:\"https://framerusercontent.com/images/XOredeqTp64kZDzXX15vg3pGS0.png\",srcSet:\"https://framerusercontent.com/images/XOredeqTp64kZDzXX15vg3pGS0.png?scale-down-to=512 512w,https://framerusercontent.com/images/XOredeqTp64kZDzXX15vg3pGS0.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/XOredeqTp64kZDzXX15vg3pGS0.png 1221w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Solution\"}),\": In this example, we can see duplicate records for Joseph Martinez. Duplicate records should typically be avoided because they can cause artificial inflation or create bias in the dataset. \"]}),/*#__PURE__*/e(\"p\",{children:\"That said, there are cases where you may want to keep duplicate records, but this is only in cases where duplicates serve a specific and valid purpose like up-sampling (not covered in this post).\"}),/*#__PURE__*/e(\"h3\",{children:\"Issue 3: Inconsistent categorical values\"}),/*#__PURE__*/e(\"img\",{alt:\"inconsistent categorical values\",className:\"framer-image\",src:\"https://framerusercontent.com/images/Cw0NbEGu1VNr6aTMd1YOrF00ktQ.png\",srcSet:\"https://framerusercontent.com/images/Cw0NbEGu1VNr6aTMd1YOrF00ktQ.png?scale-down-to=512 512w,https://framerusercontent.com/images/Cw0NbEGu1VNr6aTMd1YOrF00ktQ.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/Cw0NbEGu1VNr6aTMd1YOrF00ktQ.png 1221w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Solution\"}),\": Here, we have a mix of full state names (New York & Utah) and abbreviated state names (VT, IL, NJ). To solve this, there are a couple of different approaches we could take. \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"1.\"}),\" \",/*#__PURE__*/e(\"strong\",{children:\"Determine a standard\"}),\" and use find and replace tools to update the naming convention used in the column. For example, always use the full state name or always use the abbreviated state name\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"2.\"}),\" \",/*#__PURE__*/e(\"strong\",{children:\"Create\"}),\" a \",/*#__PURE__*/e(\"strong\",{children:\"new\"}),\" column or table, to preserve the original source data, and add a new, standardized version for analysis\"]}),/*#__PURE__*/e(\"p\",{children:\"Either approach will get you to the same spot, a clean set of values that can be used for analysis. Determining which approach is best will likely vary based on the business requirements. \"}),/*#__PURE__*/e(\"h3\",{children:\"Issue 4: Empty values\"}),/*#__PURE__*/e(\"img\",{alt:\"empty values\",className:\"framer-image\",src:\"https://framerusercontent.com/images/w8vqXeSVBp9f30dZ6OHSnhoK5Xs.png\",srcSet:\"https://framerusercontent.com/images/w8vqXeSVBp9f30dZ6OHSnhoK5Xs.png?scale-down-to=512 512w,https://framerusercontent.com/images/w8vqXeSVBp9f30dZ6OHSnhoK5Xs.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/w8vqXeSVBp9f30dZ6OHSnhoK5Xs.png 1221w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Solution\"}),\": Empty values, woof. What\u2019s the best way to handle this type of value during QA? As you may be thinking it\u2019s a giant \u201Cit depends\u201D because it has to do with the data type and context of the column. One of the \",/*#__PURE__*/e(\"em\",{children:\"worst\"}),\" approaches here is to just fill the empty values with zeros. Unless you are confidant, they won\u2019t skew the data. \"]}),/*#__PURE__*/e(\"p\",{children:\"Here are three ways to handle empty values:\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"1.\"}),\"        \",/*#__PURE__*/e(\"strong\",{children:\"Keep\"}),\" them \u2013 If you\u2019re certain that the empty values are accurate and meaningful, keep them! Sometimes and empty value is just that, empty, and doesn\u2019t need to be filled in with a value \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"2.\"}),\"        \",/*#__PURE__*/e(\"strong\",{children:\"Impute\"}),\" them \u2013 Impute just means to substitute the empty values with values that make sense. This is a great technique to use when you can accurately populate or estimate the empty data points\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"3.\"}),\"        \",/*#__PURE__*/e(\"strong\",{children:\"Remove\"}),\" them \u2013 Use this approach when you have a large volume of data and can\u2019t impute the empty values \"]}),/*#__PURE__*/e(\"h3\",{children:\"Issue 5: Outlier values\"}),/*#__PURE__*/e(\"img\",{alt:\"outlier values\",className:\"framer-image\",src:\"https://framerusercontent.com/images/JHlCeSrN9KuRhGk2yaW4K92toDo.png\",srcSet:\"https://framerusercontent.com/images/JHlCeSrN9KuRhGk2yaW4K92toDo.png?scale-down-to=512 512w,https://framerusercontent.com/images/JHlCeSrN9KuRhGk2yaW4K92toDo.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/JHlCeSrN9KuRhGk2yaW4K92toDo.png 1221w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Solution\"}),\": Woah! Nice work Beverly \uD83D\uDCAA\uD83C\uDFFB Besides bragging about your household income, what\u2019s the best way to handle outliners like this in a dataset? Do you keep, delete, or transform them? \"]}),/*#__PURE__*/e(\"p\",{children:\"Let\u2019s think about this for a minute. In this case, the average household income would be $2,400,000 when we include the outlier. Do this feel like an accurate representation to you?\"}),/*#__PURE__*/e(\"p\",{children:\"Let\u2019s look at four ways to handle outliers: \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"1.\"}),\" \",/*#__PURE__*/e(\"strong\",{children:\"Keep\"}),\" them \u2013 In cases where the outlier is valid, and you want to capture its impact on the data, you should keep it\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"2.\"}),\" \",/*#__PURE__*/e(\"strong\",{children:\"Impute\"}),\" them \u2013 Similar to empty value errors, impute just means to substitute the outlier with a value that makes sense. When dealing with outliers, you can choose to substitute the values with a cap (maximum value) or replace them with a different number\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"3.\"}),\" \",/*#__PURE__*/e(\"strong\",{children:\"Remove\"}),\" them \u2013 Replacing outlier values is a good approach when the value represents an impossible value, or the outlier value significantly skews the analysis\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"4.\"}),\" \",/*#__PURE__*/e(\"strong\",{children:\"Transform\"}),\" them \u2013 Maybe you want to keep the value but reduce the effect it has on the analysis. In these cases, you can transform the outlier value to reduce its effect\"]}),/*#__PURE__*/e(\"p\",{children:\"--\"}),/*#__PURE__*/e(\"p\",{children:\"Alright, so those are really the core quality assurance topic areas you\u2019ll encounter during data prep and each one requires a slightly different approach to solve. The key piece to understand is that the approach you take should always be aligned with the business outcomes and objectives. \"}),/*#__PURE__*/e(\"p\",{children:\"In the next installment of this Data Prep series, we\u2019ll cover Data Profiling \u2013 stay tuned!\"}),/*#__PURE__*/e(\"p\",{children:\"Learn on \uD83E\uDD18\uD83C\uDFFB-Aaron \"})]});export const richText9=/*#__PURE__*/t(r.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"Are you trying to launch a data career in 2022? \"}),/*#__PURE__*/e(\"p\",{children:\"If you are, this one is for you. \"}),/*#__PURE__*/e(\"p\",{children:\"We'll cover a simple roadmap that will how to get a data analyst job in 2022. \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Here's your framework for landing your dream role this year\"}),\"...\"]}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Make a plan\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Explore potential paths and pick one\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Practice using the tools\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Learn how to think like a data person\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Build a project portfolio\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Get good at marketing your skills\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Master the data analyst interview \"})})]}),/*#__PURE__*/e(\"p\",{children:\"Sound like a reasonable course of action? \"}),/*#__PURE__*/e(\"p\",{children:\"Great :)\"}),/*#__PURE__*/e(\"p\",{children:\"Like I said before, this roadmap is fairly simple, but that doesn't mean that it's going to be easy or that you'll get where you want to go by the end of this week. Pulling this off takes dedication to your plan, and consistent effort. \"}),/*#__PURE__*/e(\"p\",{children:\"If you commit to doing this, you WILL succeed. \"}),/*#__PURE__*/e(\"p\",{children:\"Now let's get into the details of each of the steps you'l be taking... \"}),/*#__PURE__*/e(\"h3\",{children:\"1. Make a plan\"}),/*#__PURE__*/e(\"p\",{children:\"This part is important, but it's also dangerous. We're naturally analytical people. There's both good and bad that come along with that. \"}),/*#__PURE__*/e(\"p\",{children:\"The good? We'll take in all the data available to us, hopefully use it well, and make smart, fact-based decisions. \"}),/*#__PURE__*/e(\"p\",{children:\"The bad? We tend to overthink, and this can lead to analysis paralysis. We keep mulling things over, and searching for new information, and this eats up a ton of time with no action being taken. \"}),/*#__PURE__*/e(\"p\",{children:\"Make a plan that gets you through these 7 steps, and don't spend more than 1 hour. \"}),/*#__PURE__*/e(\"p\",{children:\"If you're spending more time than that, you're doing it wrong.\"}),/*#__PURE__*/e(\"p\",{children:\"The goal here is to have a rough plan of attack, ideally written down (this will help you stick to it) and then to get moving ASAP. \"}),/*#__PURE__*/e(\"p\",{children:\"It doesn't have to perfect, or even close. It just has to be decent, and something you can get started on. You can, and likely will, change some of the details as you work through it. \"}),/*#__PURE__*/e(\"p\",{children:\"If you like the plan I'm laying out for you here, you can use this. If you want to make your own, that's great too.\"}),/*#__PURE__*/e(\"p\",{children:\"Just make sure that you have a plan, it covers theese 7 steps, and don't spend more than an hour. Don't overthink. You've got work to do! \"}),/*#__PURE__*/e(\"p\",{children:\"When you get to the end of this article, I'm going to ask you to write down your specific plan. Writing it down really is critical. When we put pen to paper, it makes us more likely to follow through. \"}),/*#__PURE__*/e(\"h3\",{children:\"2. Explore potential paths and pick one\"}),/*#__PURE__*/e(\"p\",{children:\"This is going to be a major step toward orienting yourself on your path. \"}),/*#__PURE__*/e(\"p\",{children:\"Your goal is to just generally understand the different types of career paths that are out there in data, so that you can start making moves towards the one or two that sound most exciting to you. \"}),/*#__PURE__*/e(\"p\",{children:\"It's extremely important to stress again, that you should not overthink this. Your goal should be to get a quick understanding of the difference between Data Analyst, Data Scientist, Data Engineer, and Database Administrator. \"}),/*#__PURE__*/e(\"p\",{children:\"Aim to spend something like 2 hours tops, getting your head around these roles, and thinking about about the one or two you want to go after. Again, as you progress throuh your plan, you may decide to pivot. That's okay. You just need to plot a course and start taking action today. \"}),/*#__PURE__*/e(\"p\",{children:\"I'm not going to spend time here explaining the differences between the roles and going into depth about how you should decide on a path. \"}),/*#__PURE__*/e(\"p\",{children:\"Chris already put together an awesome guide on this topic: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/blog/finding-your-path\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Finding Your Analytics Career Path\"})})}),/*#__PURE__*/e(\"p\",{children:\"You can also Google these roles. There are lots of great resources out there. \"}),/*#__PURE__*/e(\"p\",{children:\"When you have a decent understanding of the various paths, pick your top choice, and a second choice. Once you've done this, you're ready to move on to step 3, where you'll start learning the tools of the trade. \"}),/*#__PURE__*/e(\"h3\",{children:\"3. Practice using the tools\"}),/*#__PURE__*/e(\"p\",{children:\"In 2022, having some exposure to the tools you'll use in your chosen data career is table stakes if you want to get hired. \"}),/*#__PURE__*/e(\"p\",{children:\"Your competition is already using the tools, and working on relevant projects they can discuss with employers. So you need to be doing that too. \"}),/*#__PURE__*/e(\"p\",{children:\"Quick note here, as you start tackling step 3 of your plan, you'll should keep steps 4 and 5 in mind at the same time, as you can and should develop these in parallel... \"}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Practice using the tools\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Learn how to think like a data person\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Build a project portfolio\"})})]}),/*#__PURE__*/e(\"p\",{children:\"As you're working on learning the tools, aim for hands-on learning, with projects that are relevant to work you're hoping to do professionally. \"}),/*#__PURE__*/e(\"p\",{children:\"If you pick the right types of projects, as you start working with the tools and relevant data sets, you'll be practicing answering real business questions and learning how to think like a professional analyst. You will also be able to package up these projects into an Analytics portfolio which you can use to attract job opportunities and discuss your experience with potential employers. \"}),/*#__PURE__*/e(\"p\",{children:\"We'll cover steps 4 and 5 more below, but for now, just remember we want you tackling them in parallel as you make progress on step 3.  \"}),/*#__PURE__*/e(\"p\",{children:\"Here is how I would tackle learning the tools (we'll explain this in more detail too)... \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Everyone\"})}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Excel \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"SQL \"})})]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Data Analysts\"})}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Power BI (or substitute Tableau)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Python \"})})]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Data Scientists\"})}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Python\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"R\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Power BI (or substitute Tableau)\"})})]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Data Engineers\"})}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Python\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Hadoop/Apache Spark\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Cloud tools (AWS, Azure, etc)\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Alright, let's discuss the details here...\"}),/*#__PURE__*/t(\"p\",{children:[\"I say \",/*#__PURE__*/e(\"strong\",{children:\"everyone should start with Excel\"}),\", and I mean it. \"]}),/*#__PURE__*/e(\"p\",{children:\"First, Excel is EVERYWHERE. Basically every company you will ever work for will use Excel or Google Sheets (often both) and you will encounter data that is stored in Excel files, or handed to you in Excel files after being output from some other system. When you're handed an Excel file and just need some quick information, loading the data into a SQL database or opening up Power BI is a little overkill. Excel remains powerful, and for many tasks, it is the fastest and easiest tool.\"}),/*#__PURE__*/e(\"p\",{children:'Next, Excel is the easiest of these tools to learn, and a great \"gateway\" which will help you pick up the other tools later. With Excel, you get great exposure to row and column thinking. You can easily work with your data, manually editing values and applying filtering criteria. It\\'s also a great exposure to logical operations, which you can practice by creating formulas to calculate new values based on your existing data. '}),/*#__PURE__*/t(\"p\",{children:[\"Next, I say \",/*#__PURE__*/e(\"strong\",{children:\"everyone should learn SQL\"}),\". \"]}),/*#__PURE__*/e(\"p\",{children:\"Yes, I'm biased because this is the tool I'm personally most passionate about. But there is good reason for my bias :) \"}),/*#__PURE__*/e(\"p\",{children:\"Check out some job descriptions for data roles. You'll see a pattern... most of them list SQL skills as a core requirement. \"}),/*#__PURE__*/e(\"p\",{children:\"Why is that? Why does it seem like almost every data job these days needs SQL skills? Well, it's just the way companies store data. Systems are built to use relational databases to store tons of information on everything from financials, to customers, to manufacturing, to operations, and everything in between. And SQL is how we access that data. \"}),/*#__PURE__*/e(\"p\",{children:\"Want to be a Data Analyst? You should learn SQL. \"}),/*#__PURE__*/e(\"p\",{children:\"Data Scientists... you need to learn SQL too. \"}),/*#__PURE__*/e(\"p\",{children:\"Data Engineers? Yes, you definitely have to know SQL. \"}),/*#__PURE__*/e(\"p\",{children:\"If you want to work with data, and you want to unlock more opportunities for yourself, SQL is one of the best things you can do. The demand for serious talent is still much greater than the supply, so if you become strong here, employment tends to be very easy to come by. \"}),/*#__PURE__*/e(\"p\",{children:\"It's also not that painful. I'm a non-technical person myself. I taught myself SQL over ten years ago, and now I use it on the job every day. \"}),/*#__PURE__*/e(\"p\",{children:\"It's a fairly intuitive language, which becomes pretty fun once you get the basics. \"}),/*#__PURE__*/e(\"p\",{children:\"Alright, so everyone needs to know how to use Excel and SQL. What's next? \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"For aspiring Analysts\"}),\", I recommend in most cases you \",/*#__PURE__*/e(\"strong\",{children:\"go after Power BI next\"}),\". Pairing Power BI data viz chops with your SQL skills is a serious 1-2 punch that from my perspective is one of the best ways to become valuable to an employer. The tools play well together, and when you can use SQL and Power BI together effectively, putting together an extremely strong portfolio project becomes much easier. \"]}),/*#__PURE__*/e(\"p\",{children:\"Why Power BI and not Tableau? \"}),/*#__PURE__*/e(\"p\",{children:\"Great question. Tableau is awesome too. It also plays well with SQL. Historically, Tableau's data visualization tools are even a little better than Power BI's. \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Wait... is this guy selling Tableau now?\"})}),/*#__PURE__*/e(\"p\",{children:\"Nope, stick with Power BI in 2022. Here's why... \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Power BI's tools have come a long way, rapidly closing the Tableau gap and bringing most features up to parity \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Power BI is cheap. The barrier to usage is low (for companies too! This is the part that really matters to you)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Power BI has taken market share recently, fast\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Because Power BI has penetrated the market so quickly, and because it's still the relatively newer tool, there aren't enough true experts yet\"})})]}),/*#__PURE__*/e(\"p\",{children:\"All of this leads us to the key point... there are more opportunities for Power BI roles than there are talented people right now. So if you develop great skills here, you'll put yourself on the right side of supply and demand, and boost your chances of becoming employable quickly. At Maven, we are seeing lots of interest in Power BI talent at the moment. Become that talent the market is looking for! \"}),/*#__PURE__*/e(\"p\",{children:\"When would I recommend you learn Tableau (or Looker, etc) instead? \"}),/*#__PURE__*/e(\"p\",{children:\"If you already work somewhere that uses Tableau, and learning the tool would get you access to their data, that's what you should focus on. Always go with the tool that gets you immediate access to the data. This will lead to hands-on practice while you're on the clock. A lot of the skills are transferrable between different data viz tools too. \"}),/*#__PURE__*/e(\"p\",{children:\"Before we get off Power BI, you may have noticed I added this to the bottom of the Data Scientist list too. \"}),/*#__PURE__*/e(\"p\",{children:\"Yes, I do think Data Scientists should know the basics of Power BI. There are a number of reasons for this... \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"sometimes it's the easiest way to access a company's data, and you just need to do some quick and dirty visualization work \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"maybe you want to automate the reporting from a project you've put together. If your company uses Power BI, this is a really great tool for spinning up reporting and publishing it for others to use.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"adding Power BI to your stack can turn from from 'just a Data Scientist' to more of a 'Data Scientist / Data Analyst' hybrid... talk about value and flexibility! \"})})]}),/*#__PURE__*/e(\"p\",{children:\"Next, let's talk about Python. \"}),/*#__PURE__*/e(\"p\",{children:\"Python is critical for those aspiring to Data Science roles, and a real nice to have for Analysts. \"}),/*#__PURE__*/e(\"p\",{children:\"If you want to be an Analyst, I would prioritize Python AFTER Power BI. \"}),/*#__PURE__*/e(\"p\",{children:\"If you want to be a Data Scientist, it comes right after SQL, BEFORE Power BI. \"}),/*#__PURE__*/e(\"p\",{children:\"So why Python? Why not prioritize R first? What's the big deal? \"}),/*#__PURE__*/e(\"p\",{children:\"It's the same answer as the Power BI vs Tableau question... both tools are awesome, powerful, and extremely important if you want to market yourself as a Data Scientist. Python is just more in demand right now on the job market, so that's where you want to focus first. \"}),/*#__PURE__*/e(\"p\",{children:\"For those who want to be Data Scientists, you should learn BOTH Python and R. The tools can work together, and knowing them both really paints you as a Data Scientist, and will maximize the breadth of your marketability to various organizations. \"}),/*#__PURE__*/e(\"p\",{children:\"For Data Scientists, learn Python and R before Power BI (which is more of a nice to have). \"}),/*#__PURE__*/e(\"p\",{children:\"For Data Analysts, learn Power BI first, then Python. \"}),/*#__PURE__*/e(\"p\",{children:\"For those thinking about some sort of Data Analyst - Data Scientist hybrid skillset, learn them all :) \"}),/*#__PURE__*/e(\"p\",{children:\"Just know this is a lot of material to cover, so you'll need to be smart about how you prioritize things. Use the lists above to build your plan. \"}),/*#__PURE__*/e(\"p\",{children:\"For an even more in-depth look at the analytics tools landscape, and why Maven settled on the tools we've decided to teach, check out Chris' article: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/blog/why-we-chose-our-bi-stack\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Why We Chose Our BI Stack\"})})}),/*#__PURE__*/e(\"p\",{children:\"Alright, before we move on, how should you go about learning all of these skills? \"}),/*#__PURE__*/t(\"p\",{children:[\"First, \",/*#__PURE__*/e(\"strong\",{children:\"you don't have to pay to learn any of this stuff\"}),\".  \"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Wait what... he's not saying buy Maven courses?\"})}),/*#__PURE__*/e(\"p\",{children:\"That's right. There are tons of ways to learn these tools, for every budget and every learning style. \"}),/*#__PURE__*/e(\"p\",{children:\"Some folks do really well with fully self-directed study. If you're someone who does a great job researching the topics, would feel comfortable building a full curriculum for yourself, would hold yourself accountable on your own, and want to keep your learning budget on the floor, then you could learn all of this stuff with YouTube, and never spend a single dime. \"}),/*#__PURE__*/e(\"p\",{children:\"Just make sure you read Chris' article talking about self-directed learning before you fully commit to going off on your own: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/blog/four-flaws-of-self-guided-learning\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Four Flaws of Self-Guided Learning\"})})}),/*#__PURE__*/e(\"p\",{children:\"For those who want a little more structure about what you should learn within each tool set, there are some extremely affordable courses that give you a high quality education at a great price. Sometimes just having a defined curriculum to guide you through your journey can make these worth it over the fully self-directed option.\"}),/*#__PURE__*/e(\"p\",{children:\"Yes, Maven offers a lot of these courses (I wish we taught Python, maybe we will soon), but you don't have to go with Maven. There are a number of great providers in the low cost self-paced training market. As long as you go with a training provider with a great reputation, you'll probably be in good shape. \"}),/*#__PURE__*/e(\"p\",{children:\"Ideally look for these attributes in a self-paced course provider...\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Lots of happy students\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Ability to get help when you're stuck\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"A focus on project-based learning that is relevant to job roles\"})})]}),/*#__PURE__*/e(\"p\",{children:\"If you're someone who can commit to holding yourself accountable, following a plan, and you just want a nice structured curriculum laid out for you, then self-paced learning can be a great option. And it can be pretty inexpensive. \"}),/*#__PURE__*/e(\"p\",{children:\"One more option is joining a bootcamp... this is going to be the most comprehensive learning experience, with instructors guiding you through everything, holding you accountable, helping you with your resume, your online profile, job applications, and helping you prepare for interviews to launch your data career. The downside? This is the most expensive option. Even the most affordable options start in the multiple thousands of dollars range, which is definitely not the right fit for everyone. \"}),/*#__PURE__*/e(\"p\",{children:\"If you're considering investing in a bootcamp, check out this guide to make sure you're asking the right questions before you commit:  \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/blog/the-best-data-analyst-bootcamp\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"How to Choose the Best Data Analyst Bootcamp\"})})}),/*#__PURE__*/e(\"p\",{children:\"Which type of learning is right for you? \"}),/*#__PURE__*/e(\"p\",{children:\"It all depends on your own personal needs and learning style. Just be realistic about what will work best for you, commit to learning, and take action. That's the most important thing. \"}),/*#__PURE__*/e(\"p\",{children:\"How long will this take? \"}),/*#__PURE__*/e(\"p\",{children:\"Months to learn the basics, and a lifetime to master. \"}),/*#__PURE__*/e(\"p\",{children:\"Remember, I said this was simple, but not easy. This is the part that's a lot of work. It's also where most people fail to put in the effort. So if you can commit and start learning, you'll be ahead of the pack. \"}),/*#__PURE__*/e(\"p\",{children:\"If you focus on the right things, learn the tools effectively and practice with hands-on projects that you can use as a portfolio to market yourself, then you'll be able to start applying for jobs within a few months. \"}),/*#__PURE__*/e(\"p\",{children:\"Then, commit to lifelong learning.\"}),/*#__PURE__*/e(\"p\",{children:\"I've been doing this stuff every day since 2007, and still have tons to learn :)  \"}),/*#__PURE__*/e(\"h3\",{children:\"4. Learn how to think like a data person\"}),/*#__PURE__*/e(\"p\",{children:\"This is one that generally comes with experience, and develops over time with more and more practice. \"}),/*#__PURE__*/e(\"p\",{children:\"As you expose yourself to more and more relevant projects, you'll learn how to ask the right questions, what to look for in the data, and you'll develop your intuition and business acumen. \"}),/*#__PURE__*/e(\"p\",{children:\"There are no real silver bullet shortcuts here, but I would recommend some reading material that should help you develop a mental framework that will accelerate your learning as you work through real-world projects: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/blog/data-analyst-skills-trifecta\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"The Analytics Trifecta\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/blog/the-science-of-data-viz\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"The Science of Data Viz\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/blog/how-to-build-a-measurement-plan\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"How to Build a Measurement Plan\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/blog/where-young-analysts-can-add-value\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"10 Areas Young Analysts Can Add Value\"})})}),/*#__PURE__*/e(\"p\",{children:\"Give these a read, and think about how you can apply what you've learned as you are working through your data projects. \"}),/*#__PURE__*/e(\"h3\",{children:\"5. Build a project portfolio\"}),/*#__PURE__*/e(\"p\",{children:\"I cannot over-emphasize how important putting together a project portfolio is if you want to get hired for a data role in 2022. \"}),/*#__PURE__*/e(\"p\",{children:\"Yes, you're going to be learning the tools of the trade. But so will your competition. So it isn't enough to just list your skills on a resume or on your LinkedIn profile. \"}),/*#__PURE__*/e(\"p\",{children:\"If you want the job, you need to SHOW employers what you can do. \"}),/*#__PURE__*/e(\"p\",{children:\"When you build a strong portfolio, you are creating an opportunity for employers to see your work in action. This is something you can discuss with them during the interview, and even walk them through your projects.\"}),/*#__PURE__*/e(\"p\",{children:\"If you market your portfolio correctly, make it publicly accessible, and promote your work well, this can even lead to some passive discovery, where employers will start reaching out to you about potential opportunities. \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://youtu.be/Gay9TzRUF6g\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Clay talks about how important putting his work out there was\"})}),\" for his career pivot, and you can see his \",/*#__PURE__*/e(o,{href:\"http://www.claymcooper.com/portfolio/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"his portfolio site\"})}),\" here. \"]}),/*#__PURE__*/e(\"p\",{children:\"Don't worry, you don't have to build your own website to do this effectively. Consider that a nice to have. \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(o,{href:\"https://youtu.be/0Zr_dtdi2Hk\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Ahmad talks about getting active on LinkedIn\"})}),\" and how it completely changed his career trajectory. \"]}),/*#__PURE__*/e(\"p\",{children:\"What do these two have in common? They worked on relevant, real-world data projects, and they put them out there for the world to see. And this is the reason both of them hit an inflection point in their journey, and are thriving today. \"}),/*#__PURE__*/e(\"p\",{children:\"Here's how you can take action to build a solid project portfolio to market your data skills as you build them... \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"1. Work on real world projects\"})}),/*#__PURE__*/e(\"p\",{children:\"Hopefully, the courses you are working on to learn data skills will be project-based. Start with these projects as you're building your portfolio. \"}),/*#__PURE__*/e(\"p\",{children:\"Additionally, look for other data sets that you're interested in, and start diving into them to learn. \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.kaggle.com/datasets\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Kaggle\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://data.world/datasets/open-data\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Data.World\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/data-playground\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Data Playground\"})})}),/*#__PURE__*/e(\"p\",{children:\"Any of these will be great options, and I recommend you exploring them all when you want new data sets. \"}),/*#__PURE__*/e(\"p\",{children:\"The benefit of Kaggle and Data.World is they are massive, with more data than you could imagine or ever need. The downside... it can be overwhelming. \"}),/*#__PURE__*/e(\"p\",{children:\"The Data Playground is a bit more niche, with data sets geared towards beginners and intermediate Analytics pros, and including analysis prompts to get you started. \"}),/*#__PURE__*/e(\"p\",{children:\"Again, don't overthink... just find some data that's interesting, and start working with it. Progress is king! \"}),/*#__PURE__*/e(\"p\",{children:\"After you've finished working with a data set...\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"2. Package your findings\"}),\"Here's what you should focus on...\"]}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Summarize the business problem you tackled (1-2 sentences) \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Summarize the key insights you found (1 sentence each, aim for the 3-5 most interesting things you found) \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Include a strong data visualization. This makes your project eye catching to your audience, and shows how you tell a story visually\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Include a technical flex if applicable. This is where you'll include your SQL or Python code,  complex Excel or Power BI Workbooks, etc. \"})})]}),/*#__PURE__*/e(\"p\",{children:\"As you're packaging up these projects, I recommend you follow the order bulleted above. \"}),/*#__PURE__*/e(\"p\",{children:\"If you go out of order, here's the problem... \"}),/*#__PURE__*/e(\"p\",{children:\"Starting with a technical flex like SQL or Python code too early immediately narrows your audience and people lose interest before they get sucked in. Remember, you need to appeal to the data people, but also to recruiters, and functional leaders who aren't as technical. Don't get too in the weeds, or you'll lose them. \"}),/*#__PURE__*/e(\"p\",{children:\"The first step is to hook them with a clear and concise description of the business problem you solved. For example...\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:'\"I used 1,000,000 rows of keyword data from Google Ads to optimize company XYZ\\'s marketing budget and increase sales by 30%\"'})}),/*#__PURE__*/e(\"p\",{children:\"When you're writing this takeaway, talk about it like it's a real company. You want this to feel as concrete as possible, so the reader can understand the value you bring to the table with your skills, and how it will apply to their business. \"}),/*#__PURE__*/t(\"p\",{children:[\"After you've described the key business problem, go one layer deeper and summarize the key insights you found in the data. Again, be clear, concise, and try to make this feel as real and concrete to the reader as possible. You want them picturing getting insights like this delivered to them on the job, and thinking \",/*#__PURE__*/e(\"em\",{children:'\"wow, this person could really help my business\"'}),\". \"]}),/*#__PURE__*/e(\"p\",{children:'Next, include the data visualization. This is both for the real value that great data storytellers can bring with strong visualizations, and to give your project that \"eye candy\" factor that will help it cut through the noise and draw your reader in. '}),/*#__PURE__*/e(\"p\",{children:\"After you've got your business problem, your insights, and your data viz, now and only now should you think about including your technical flex. This can be in the form SQL code, Python code, Power BI DAX code, impressive workbooks, etc. \"}),/*#__PURE__*/e(\"p\",{children:\"Think about the technical flex from the reader's perspective. If it's done up front, you will lose them or scare them off, but if you use it as your project closer, this is what happens... \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Wow, look at Alex's work! They are so good at communicating the problem, the findings, visualizaing the data... AND they have this serious technical skill too?? Wow, this person is the total package! We need people like this one the team!\"})}),/*#__PURE__*/e(\"p\",{children:\"Now that you know how to build a great portfolio, the next step is to make sure it gets seen, which we will cover in the next section. \"}),/*#__PURE__*/e(\"h3\",{children:\"6. Get good at marketing your skills\"}),/*#__PURE__*/e(\"p\",{children:\"You have to learn the skills you'll need for the job, AND learn how to market yourself effectively. \"}),/*#__PURE__*/e(\"p\",{children:\"Either one alone is not going to cut it if your goal is to land an Analytics job in 2022. \"}),/*#__PURE__*/e(\"p\",{children:\"The first thing you need to do is make sure you look good online when recruiters find you. \"}),/*#__PURE__*/e(\"p\",{children:\"What's their first stop? A LinkedIn search for your name. \"}),/*#__PURE__*/e(\"p\",{children:\"If you don't show up, that's bad. \"}),/*#__PURE__*/e(\"p\",{children:\"If you look like someone who \\\"isn't a data person\\\", that's worse. \"}),/*#__PURE__*/e(\"p\",{children:\"Your goal here is that when a recruiter finds your LinkedIn profile, it screams 'Data Person'. \"}),/*#__PURE__*/e(\"p\",{children:\"If you don't pass this test, you're not going to get very far. \"}),/*#__PURE__*/e(\"p\",{children:\"The best way to explain how to do this well is to just show you a couple of great examples: \"}),/*#__PURE__*/t(\"p\",{children:[\"Check out \",/*#__PURE__*/e(o,{href:\"https://www.linkedin.com/in/claymcooper/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Clay Cooper's Profile\"})})]}),/*#__PURE__*/e(\"p\",{children:\"I'm using Clay as an example again, because he's someone who did a great job marketing himself. You can see that every inch of his LinkedIn profile screams 'Data Person'. \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"His profile photo looks professional and friendly\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"The background image area is filled with relevant credentials \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"He uses his Featured section to showcase a project portfolio\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"He's listed a ton of data course credentials under licenses and certifications\"})})]}),/*#__PURE__*/e(\"p\",{children:\"When a recruiter is interested in Clay for a data role, and then finds his profile, they become really interested. This is your goal. No need to reinvent the wheel. Just copy his playbook. \"}),/*#__PURE__*/e(\"p\",{children:\"Let's do one more example... \"}),/*#__PURE__*/t(\"p\",{children:[\"Check out \",/*#__PURE__*/e(o,{href:\"https://www.linkedin.com/in/the-colleen-wright/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Colleen Wright's profile\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Colleen was one of our bootcamp students who graduated mid-December, and she is actually starting her new Analyst role today! \"}),/*#__PURE__*/e(\"p\",{children:\"Pretty much all of the same things we listed as positives from Clay's profile can be said about Colleen... she looks friendly, she uses the background image area effectively, she creates a project portfolio with her Featured posts section, she has a long list of data-related credentials in her Certifications section. \"}),/*#__PURE__*/e(\"p\",{children:\"Look at these profiles. Then look at yours. Be objective. Who do you think a recruiter for an Analytics role would be more excited to hire? \"}),/*#__PURE__*/e(\"p\",{children:\"Polishing your LinkedIn profile needs to be your first stop. \"}),/*#__PURE__*/e(\"p\",{children:\"This is a place where you may get discovered, and it's also a guaranteed checkpoint during any hiring process. When you do get hired, someone from the company will have looked you up on LinkedIn first to make sure you seem like a fit. This happens before they invite you for an interview. Make sure you aren't filtering yourself out with a weak profile. Let this be a major asset for you. \"}),/*#__PURE__*/e(\"p\",{children:\"Okay, now that you've got yourself looking good online, get active in the online data community. \"}),/*#__PURE__*/e(\"p\",{children:\"It's a really welcoming group of people, I promise :)\"}),/*#__PURE__*/e(\"p\",{children:\"You've got other learners trying to do exactly what you're doing, educators giving away free content all the time, and groups doing fun challenges to learn together every month. \"}),/*#__PURE__*/e(\"p\",{children:\"A lot of times people are hesitant to get involved and to put themselves out there, but with so many stories of this leading to being discovered and new job opportunities, you have to get over that initial discomfort and get active. This is the most effective way to network and it will lead to your best job opportunities. \"}),/*#__PURE__*/e(\"p\",{children:\"The easiest way to start is just following people you find interesting on LinkedIn. They put content out there, you read it and learn. Not too scary right? \"}),/*#__PURE__*/e(\"p\",{children:\"Do this, and you'll learn what the conversations are like. Pay attention to what they talk about, the types of comments people add on their posts, and then eventually you'll feel comfortable commenting yourself to add value to the conversation. These people you've been following will appreciate it, they'll get to know you, and it will lead to opportunities. \"}),/*#__PURE__*/e(\"p\",{children:\"Later, the next comfort level milestone is starting to post on your own. You can share what you're learning, a completed project (which you will add to your Featured post section for use as a project portfolio), or talk about whatever else you think is relevant to branding yourself as a data person. \"}),/*#__PURE__*/e(\"p\",{children:\"A couple of tips here... \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Be conscious of the overall brand you're building \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Don't be negative. Don't \\\"vent\\\" online. No one wants to hire a complainer\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Another thing you can do to make this easy is participate in monthly data challenges, where you're given a rich data set, a scenario, and an analysis prompt, and your goal is to analyze and share your findings. \"}),/*#__PURE__*/e(\"p\",{children:\"We have seen so many examples of this leading to folks meeting new people who eventually offered them jobs after seeing their work in action. \"}),/*#__PURE__*/e(\"p\",{children:\"Maven hosts these once a month (check out our blog or our LinkedIn page) and they're always free to enter. Plus you can even win a prize. There are a couple of other companies that sponsor regular challenges too. It doesn't matter who you go with. Just start doing them. It's a great way to learn and to start building your external brand as a data person. \"}),/*#__PURE__*/e(\"p\",{children:\"Next, make sure your resume is up to snuff. I won't spend too much time on that here, but we do have a solid resume guide you can take advantage of: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/blog/data-analyst-resume-tips\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Data Analyst Resume Tips\"})})}),/*#__PURE__*/e(\"p\",{children:\"Next, you'll want to learn how to find jobs and apply effectively. \"}),/*#__PURE__*/e(\"p\",{children:\"Here is what I would recommend... \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Data-specific Recruiters \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Local tech publications\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Careers sections of companies where you want to work (follow them too)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Job boards (LinkedIn, Indeed, Monster, etc) \"})})]}),/*#__PURE__*/e(\"p\",{children:\"Find jobs you're interested in, and then use LinkedIn to figure out who you know who works there. \"}),/*#__PURE__*/e(\"p\",{children:\"You want to network your way in. It is so much more effective than just trying to apply online, where you are 1 of 100+ resumes for any open role. Get a recommendation from someone inside whenever you can. \"}),/*#__PURE__*/e(\"h3\",{children:\"7. Master the data analyst interview\"}),/*#__PURE__*/e(\"p\",{children:\"Again, we've got a solid guide that goes into this in detail, so I won't spend too much time on this one. \"}),/*#__PURE__*/e(\"p\",{children:\"Just make sure you understand what Interviewers are looking for, how they will assess these areas, and that you are prepared to shine on all fronts: \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Cultural fit\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Technical skills (Excel, SQL, R, Tableau, python, etc - varies by role)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Quantitative problem solving ability\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"General business acumen\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Ability to self-learn\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Communication\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Enthusiasm for the opportunity\"})})]}),/*#__PURE__*/e(\"p\",{children:\"If you want more on this, check out the guide below: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/blog/data-analyst-interview-questions\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Data Analyst Interview Guide\"})})}),/*#__PURE__*/e(\"h3\",{children:\"Wrapping Up - Write Down Your Plan\"}),/*#__PURE__*/e(\"p\",{children:\"If you made it this far, good for you! I hope seeing this roadmap has been helpful. \"}),/*#__PURE__*/e(\"p\",{children:\"Now it's time to make a plan and write it down. \"}),/*#__PURE__*/e(\"p\",{children:\"Then commit, and get to work. \"}),/*#__PURE__*/e(\"p\",{children:\"Don't spend more than an hour on the plan. You just need a rough roadmap. The most important thing is that you start taking action toward your goal. \"}),/*#__PURE__*/e(\"p\",{children:\"And like I said before, you don't necessarily need Maven courses to pull off this transition. \"}),/*#__PURE__*/e(\"p\",{children:\"If you're someone who is great at planning, will be able to hold yourself accountable, and want to keep your budget to the absolute minimum, you can use this roadmap as a plan and turn to free resources like YouTube for learning. \"}),/*#__PURE__*/e(\"p\",{children:\"If you're someone who wants a little more structure about what to learn in a comprehensive and logically ordered way, while still keeping your budget pretty low, then pick a solid online course provider and get going. It doesn't have to be Maven. Just make sure it's a provider with a strong reputation. There is a wide range of quality out there. \"}),/*#__PURE__*/e(\"p\",{children:'If you\\'re looking for \"been there, done that\" professionals to guide you through every step, be hands on with your learning, teach you how to market yourself, help you with interview prep, and connect you with their network, then you probably want to go for an intensive bootcamp. Just keep in mind, some of these go for $10,000+ USD, and like the self-paced courses, quality varies. '}),/*#__PURE__*/t(\"p\",{children:[\"For those of you who are interested in Maven's updated Intensive Learning Cohorts, you can learn more below: \",/*#__PURE__*/e(\"br\",{}),/*#__PURE__*/e(\"br\",{}),/*#__PURE__*/e(o,{href:\"https://mavenanalytics.io/cohort-learning\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"READ MORE ABOUT COHORT LEARNING\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Whatever path you want to take, and whatever your learning style is, you can succeed in 2022. All you have to do is make your plan, and commit to putting in the work.\"})]});export const richText10=/*#__PURE__*/t(r.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"Are you looking for fun new data to practice your data visualization skills?\"}),/*#__PURE__*/e(\"p\",{children:\"Excited for next month's Super Bowl LVI and all of the fun ads that come with it?\"}),/*#__PURE__*/t(\"p\",{children:[\"If this is you, we have just what you need, and it comes with another chance to win a \",/*#__PURE__*/e(\"strong\",{children:\"free all-access membership\"}),\" to Maven Analytics!\"]}),/*#__PURE__*/t(\"p\",{children:[\"We\u2019ve just added a brand new data set to the \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/data-playground\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Data Playground\"})}),\", containing data from Super Bowl commercials for 10 popular brands this century.\"]}),/*#__PURE__*/t(\"p\",{children:[\"There is a ton to explore and visualize here, so take out your playbook, fire up your favorite BI tool \",/*#__PURE__*/e(\"em\",{children:\"(Excel, MySQL, Power BI, Tableau, etc.)\"}),\", and go for it!\"]}),/*#__PURE__*/t(\"p\",{children:[\"To go along with this release, we\u2019re launching the \",/*#__PURE__*/e(\"strong\",{children:\"Maven Super Bowl Challenge\"}),\" and giving away a \",/*#__PURE__*/e(\"strong\",{children:\"free all-access membership\"}),\" to the winner.\"]}),/*#__PURE__*/e(\"p\",{children:\"We\u2019ll share more about the challenge details below, but first let\u2019s talk about the data\u2026\"}),/*#__PURE__*/e(\"h3\",{children:\"About the dataset\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"We're looking at 249 Super Bowl commercials from 2000 to 2021\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Each record represents one commercial\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Records contain video links from \",/*#__PURE__*/e(o,{href:\"https://www.superbowl-ads.com/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"superbowl-ads.com\"})}),\" and \",/*#__PURE__*/e(\"strong\",{children:\"YouTube\"}),\", as well as details about the year, brand, length, cost, YouTube performance, and TV viewers\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Each record also contains TRUE/FALSE flags that define the characteristics of each commercial (funny, patriotic, etc.) as determined by the team at \",/*#__PURE__*/e(o,{href:\"http://projects.fivethirtyeight.com/super-bowl-ads\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"FiveThirtyEight\"})})]})})]}),/*#__PURE__*/e(\"h3\",{children:\"How to play the Maven Super Bowl Challenge\"}),/*#__PURE__*/t(\"p\",{children:[\"For this challenge, you'll be assuming the role of Marketing Analyst at \",/*#__PURE__*/e(\"strong\",{children:\"Maven Motors\"}),\", an up-and-coming US car manufacturer looking to make a splash in the market. They have approved the budget to run a TV spot during the 2022 Super Bowl, but need you to analyze historical data to help guide the creative direction.\"]}),/*#__PURE__*/t(\"p\",{children:[\"Your task is to \",/*#__PURE__*/e(\"strong\",{children:\"recommend a data-driven strategy for the Maven Motors Super Bowl spot, and present it in the form of a single page report or dashboard\"}),\".\"]}),/*#__PURE__*/e(\"p\",{children:\"Here\u2019s how to submit your entry:\"}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Share a LinkedIn post mentioning \",/*#__PURE__*/e(\"em\",{children:\"@Maven Analytics\"}),\" and the hashtag \",/*#__PURE__*/e(\"strong\",{children:\"#mavensuperbowlchallenge\"}),\", with your single page visual based on the challenge objective above\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Complete the official \",/*#__PURE__*/e(o,{href:\"https://mavenanalytics.typeform.com/to/Ln7sYYiB\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"challenge submission form\"})}),\" to make sure you are entered for a chance to win\"]})})]}),/*#__PURE__*/e(\"p\",{children:\"Make sure to follow Maven Analytics on LinkedIn for updates on the challenge and invite your connections to play along!\"}),/*#__PURE__*/e(\"h3\",{children:\"How to win\"}),/*#__PURE__*/e(\"p\",{children:\"Finalists will be chosen by the Maven team based on insights, creativity, design, visualizations, and overall storytelling ability. The winner will be selected from the finalist pool by the Maven team, via live voting.\"}),/*#__PURE__*/e(\"h3\",{children:\"What you can win\"}),/*#__PURE__*/t(\"p\",{children:[\"As part of the \",/*#__PURE__*/e(\"strong\",{children:\"Maven Super Bowl Challenge\"}),\", we'll be giving away 1 annual all-access Maven membership completely free of charge. The winner will get access to all of our Excel, Power BI, Tableau, and SQL courses, as well as our ongoing Machine Learning series, all with direct support and coaching from our expert instructors.\"]}),/*#__PURE__*/e(\"p\",{children:\"No purchase is necessary to participate. As always, this challenge is open to both current Maven subscribers and everyone else.\"}),/*#__PURE__*/e(\"p\",{children:\"Check out the official rules below...\"}),/*#__PURE__*/e(\"h3\",{children:\"Official Terms (Maven Super Bowl Challenge)\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Maven Analytics will give away 1 Annual subscription for an Individual account. After the one year period, the subscriptions will expire.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"No purchase is necessary to enter.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Data Analyst Bootcamp is not included in this prize. That is a separate offering, and not eligible.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"The challenge will close to new entries on Sunday, February 13th, 2022, at 11:59pm Eastern Standard Time. All entries must be submitted prior.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"After the submission deadline, finalists will be chosen by the Maven team.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Maven Analytics will select 1 winner from the finalists, and will announce the winner on Wednesday, February 23rd, 2022 at 10:00am Eastern Standard Time. The official announcement will be posted on LinkedIn from the Maven Analytics LinkedIn account.\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Don't want to participate in the Maven Super Bowl Challenge? No problem. You can still analyze the data on your own. All of the Data Playground datasets are completely free and are available for everyone to learn with. Feel free to dig in anytime.\"}),/*#__PURE__*/t(\"p\",{children:[\"Check out the Super Bowl Commercials dataset, and many more, at the \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/data-playground\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Data Playground\"})}),\".\"]}),/*#__PURE__*/e(\"p\",{children:\"Happy analyzing!\"})]});export const richText11=/*#__PURE__*/t(r.Fragment,{children:[/*#__PURE__*/e(\"h2\",{children:\"Right place, right time.\"}),/*#__PURE__*/e(\"p\",{children:\"When the COVID-19 pandemic first hit in 2020, it thrust the online learning industry straight into the global spotlight. \"}),/*#__PURE__*/e(\"p\",{children:\"Companies were forced to pivot to keep remote employees engaged, while schools scrambled to find ways to recreate the classroom experience online.\"}),/*#__PURE__*/e(\"p\",{children:\"Nearly two years later, we are continuing to see lasting \u2014 and likely permanent \u2014 effects. Online learning is no longer a novel concept, but now a critical tool for primary and secondary education, corporate L&D, employee onboarding, and professional development.\"}),/*#__PURE__*/e(\"p\",{children:\"At Maven, we invested most of 2020 designing a best-in-class online learning platform and hiring a world-class team of instructors, designers, and developers to bring it to life.\"}),/*#__PURE__*/e(\"p\",{children:\"This positioned us perfectly to pour some fuel on the fire in 2021, and focus on growing our community, evolving our product, launching new content, and establishing the Maven Analytics brand as the leader in online data analytics & BI training.\"}),/*#__PURE__*/e(\"p\",{children:\"\uD83D\uDC47 Let's review some of the highlights \uD83D\uDC47\"}),/*#__PURE__*/e(\"p\",{children:\"\\xa0\"}),/*#__PURE__*/e(\"h3\",{children:\"\u2713 Massive community growth\"}),/*#__PURE__*/e(\"p\",{children:\"\\xa0\"}),/*#__PURE__*/t(\"p\",{children:[\"In early 2021 we devised a ridiculously simple strategy for audience growth: \",/*#__PURE__*/e(\"strong\",{children:\"share valuable content and limit the salesy stuff\"}),\".\"]}),/*#__PURE__*/e(\"p\",{children:\"As a result, we increased our LinkedIn followers by 10x, quadrupled our student base, landed 20 new enterprise training teams, and created a space where current and aspiring analytics professionals can connect and collaborate with each other.\"}),/*#__PURE__*/e(\"p\",{children:\"Plus it was WAY more fun than writing ad copy and cold-calling prospects :)\"}),/*#__PURE__*/t(\"p\",{children:[\"We also launched \",/*#__PURE__*/e(\"strong\",{children:\"10 data playground challenges\"}),\" in 2021 and received an astounding \",/*#__PURE__*/e(\"strong\",{children:\"1,500+ submissions\"}),\" from participants around the world, who analyzed everything from chess moves to marketing campaigns, toy sales, Olympic games, restaurant reviews, taxi trips, basketball stats, property listings, crowdfunding campaigns, and even dialogues from the \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/blog/maven-magic-challenge\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"entire Harry Potter film series\"})}),\".\"]}),/*#__PURE__*/t(\"p\",{children:[\"These challenges gave participants an opportunity to showcase their skills, build portfolio projects, share and solicit feedback, and connect with like-minded peers \",/*#__PURE__*/e(\"em\",{children:\"(plus get a chance win a 1-year Maven subscription!)\"})]}),/*#__PURE__*/e(\"img\",{alt:\"Data Playground Screenshot\",className:\"framer-image\",src:\"https://framerusercontent.com/images/AFFMCFN7plcZLxhxxxGzhBHzoQM.png\",srcSet:\"https://framerusercontent.com/images/AFFMCFN7plcZLxhxxxGzhBHzoQM.png?scale-down-to=512 512w,https://framerusercontent.com/images/AFFMCFN7plcZLxhxxxGzhBHzoQM.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/AFFMCFN7plcZLxhxxxGzhBHzoQM.png?scale-down-to=2048 2048w,https://framerusercontent.com/images/AFFMCFN7plcZLxhxxxGzhBHzoQM.png 2366w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[\"Last but certainly not least, we hired two \",/*#__PURE__*/e(\"strong\",{children:\"full-time Learning Guides\"}),\" to help keep students happy and support our growing community in 2021 and beyond. \"]}),/*#__PURE__*/e(\"p\",{children:\"If you're a Maven subscriber, odds are you've chatted with Frank or Branislav. They work tirelessly to make sure we can continue to scale without compromising the exceptional student support that we're known for, so pop in the chat and say hello!\"}),/*#__PURE__*/e(\"p\",{children:\"\\xa0\"}),/*#__PURE__*/e(\"h3\",{children:\"\u2713 Game-changing product features\"}),/*#__PURE__*/e(\"p\",{children:\"\\xa0\"}),/*#__PURE__*/e(\"p\",{children:\"From day one we\u2019ve challenged ourselves to build the best online learning experience on the planet, and 2021 brought us a few steps closer to that goal.\"}),/*#__PURE__*/t(\"p\",{children:[\"In Q1 we introduced our game-changing \",/*#__PURE__*/e(\"strong\",{children:\"Guided Learning\"}),\" model, giving students the ability to create personalized, goal-oriented learning plans, access 1-on-1 coaching and live expert support \",/*#__PURE__*/e(\"em\",{children:\"(from actual humans)\"}),\", and track progress in real time.\"]}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/DDzyuYPF56TuI0bfUu2z/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(i,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/OwNBnyp-Vmk\"})})}),/*#__PURE__*/t(\"p\",{children:[\"We also introduced brand new \",/*#__PURE__*/e(\"strong\",{children:\"activity tracking features\"}),\" and \",/*#__PURE__*/e(\"strong\",{children:\"milestone badges\"}),\", designed to help students stay engaged while developing effective learning habits.\"]}),/*#__PURE__*/e(\"p\",{children:\"By completing at least one lesson a day, students can now unlock special achievements for reaching key milestones and learning streaks:\"}),/*#__PURE__*/e(\"img\",{alt:\"Special Badges\",className:\"framer-image\",src:\"https://framerusercontent.com/images/MwMDHqdC9nJTPJ4w6qfrbFkAQ.png\",srcSet:\"https://framerusercontent.com/images/MwMDHqdC9nJTPJ4w6qfrbFkAQ.png?scale-down-to=512 512w,https://framerusercontent.com/images/MwMDHqdC9nJTPJ4w6qfrbFkAQ.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/MwMDHqdC9nJTPJ4w6qfrbFkAQ.png 1814w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[\"Over the past year we also completely retooled our in-course \",/*#__PURE__*/e(\"strong\",{children:\"skills assessments\"}),\", adding new questions, detailed answer explanations, score breakdowns, and downloadable PDF reports \",/*#__PURE__*/e(\"em\",{children:\"(plus much more coming early 2022!)\"}),\":\"]}),/*#__PURE__*/e(\"img\",{alt:\"Brillium Assessment Screenshot\",className:\"framer-image\",src:\"https://framerusercontent.com/images/HB4MmWLnzJtqyqa7OLITrvt60.png\",srcSet:\"https://framerusercontent.com/images/HB4MmWLnzJtqyqa7OLITrvt60.png?scale-down-to=512 512w,https://framerusercontent.com/images/HB4MmWLnzJtqyqa7OLITrvt60.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/HB4MmWLnzJtqyqa7OLITrvt60.png 1432w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[\"Last but not least, we launched our first-ever \",/*#__PURE__*/e(\"strong\",{children:\"Data Analyst Bootcamp\"}),\" in Fall 2021; a full-time experience designed for students looking to launch a career in analytics or Business Intelligence.\"]}),/*#__PURE__*/e(\"p\",{children:\"The bootcamp provided a hands-on and extremely immersive experience, featuring a 12-week curriculum consisting of self-paced learning, live instructor-led sessions, guest speakers, group & individual projects, career workshops, and a 100% job guarantee.\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/t(\"em\",{children:[/*#__PURE__*/e(\"strong\",{children:\"NOTE:\"}),\" We just announced a brand new \"]}),/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/data-analyst-bootcamp\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:/*#__PURE__*/e(\"em\",{children:\"part-time bootcamp\"})})}),/*#__PURE__*/e(\"em\",{children:\", now open for enrollment!\"})]}),/*#__PURE__*/e(\"p\",{children:\"\\xa0\"}),/*#__PURE__*/e(\"h3\",{children:\"\u2713 Course expansion & accreditation\"}),/*#__PURE__*/e(\"p\",{children:\"\\xa0\"}),/*#__PURE__*/t(\"p\",{children:[\"Last year was huge for Maven instructors, who collectively published \",/*#__PURE__*/e(\"strong\",{children:\"10 new courses in 2021\"}),\" covering Excel, MySQL, Tableau, Power BI, Machine Learning, and more:\"]}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Advanced MySQL DBA\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Intro to Tableau Prep\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Microsoft Power BI Service \",/*#__PURE__*/e(\"em\",{children:\"(new for 2021)\"})]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"ML Part 2: Classification\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Tableau Desktop Certification\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Microsoft DA-100 Certification\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Thinking Like an Analyst\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"ML Part 3: Regression\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Tableau Speed & Performance\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Advanced Excel Dashboard Design\"})})]}),/*#__PURE__*/e(\"img\",{alt:\"2021 Courses\",className:\"framer-image\",src:\"https://framerusercontent.com/images/DE84GSqbzZz5ZXUkGgiGpmu8gvc.png\",srcSet:\"https://framerusercontent.com/images/DE84GSqbzZz5ZXUkGgiGpmu8gvc.png?scale-down-to=512 512w,https://framerusercontent.com/images/DE84GSqbzZz5ZXUkGgiGpmu8gvc.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/DE84GSqbzZz5ZXUkGgiGpmu8gvc.png 2030w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[\"We added two certification prep courses \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/course/power-bi-da-100-exam-prep\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"DA-100\"})}),\" & \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/course/tableau-desktop-certification-prep\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Tableau Desktop Specialist\"})}),\", continued our 4-part Machine Learning series, and expanded our Excel Specialist path with a new \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/course/excel-dashboard-design\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Advanced Dashboard Design\"})}),\" course.\"]}),/*#__PURE__*/t(\"p\",{children:[\"We were also thrilled to introduce \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/course/thinking-like-an-analyst\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Thinking Like an Analyst\"})}),\", a primer for aspiring BI professionals looking to build the foundation for a successful career in data. Co-authored by several of Maven's top instructors, this course is designed to introduce students to the world of analytics through proven frameworks and unique, hands-on case studies.\"]}),/*#__PURE__*/t(\"p\",{children:[\"Now for all of you accounting professionals out there, I'm excited to share that we are now \",/*#__PURE__*/e(\"strong\",{children:\"officially registered with NASBA as a CPE sponsor\"}),\", which means we now offer \",/*#__PURE__*/e(\"strong\",{children:\"11 CPE-accredited courses\"}),\" (140+ hours), with many more on the way!\"]}),/*#__PURE__*/t(\"p\",{children:[\"If you have no idea what I'm talking about, \",/*#__PURE__*/e(o,{href:\"https://help.mavenanalytics.io/en/articles/3850360-can-i-earn-cpe-credits-from-your-courses\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"click here\"})}),\" to learn about CPE.\"]}),/*#__PURE__*/t(\"p\",{children:[\"As we head into 2022, we're aiming to raise the content bar yet again, with monthly course launches, new career resources, cross-platform case studies, and a brand new \",/*#__PURE__*/e(\"em\",{children:\"ssssspecialist\"}),\" path that many of you have been asking about for a very long time (hint hint).\"]}),/*#__PURE__*/e(\"p\",{children:\"\\xa0\"}),/*#__PURE__*/e(\"h3\",{children:\"Looking ahead to 2022 (and beyond)...\"}),/*#__PURE__*/e(\"p\",{children:\"\\xa0\"}),/*#__PURE__*/e(\"p\",{children:\"As always, our 2022 roadmap is full of audacious goals and ambitious projects.\"}),/*#__PURE__*/e(\"p\",{children:\"While we'll continue to do what we do best \u2014 new courses, challenges, platform features, etc. \u2014 this year will also mark the beginning of a much bigger evolution of the Maven platform and brand.\"}),/*#__PURE__*/e(\"p\",{children:\"Over the past few years we've helped thousands of students build job-ready data skills, build amazing project portfolios, and learn what it takes to get hired.\"}),/*#__PURE__*/t(\"p\",{children:[\"But what we \",/*#__PURE__*/e(\"em\",{children:\"haven't\"}),\" done is build a single, cohesive solution where analysts can learn, share, collaborate and network all in one place.\"]}),/*#__PURE__*/e(\"p\",{children:'We\\'re talking about the future of professional development; a \"career launchpad\" for the modern-day analyst'}),/*#__PURE__*/e(\"p\",{children:\"Imagine a place where you can learn new skills, showcase your work, collaborate with peers, and explore career opportunities while recruiters pitch to YOU...  \"}),/*#__PURE__*/e(\"p\",{children:\"Where the world's top companies come to upskill their teams, onboard new hires, and recruit proven, world-class analytics talent...\"}),/*#__PURE__*/t(\"p\",{children:[\"And where success isn't measured by certificates and badges, but by \",/*#__PURE__*/e(\"strong\",{children:\"real, meaningful outcomes\"}),\" like landing a job, earning a promotion, or launching a new career.\"]}),/*#__PURE__*/e(\"p\",{children:\"THIS is what we're building at Maven Analytics, and we can't wait to make it a reality.\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Until then, happy learning and cheers to a great year!\"}),\" \uD83E\uDD1F\"]})]});export const richText12=/*#__PURE__*/t(r.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:'When you are first starting out in a data career, you are likely thinking of yourself as a \"junior\" team member, and others are probably thinking of you this way too. '}),/*#__PURE__*/e(\"p\",{children:'Then at some point, you break through that designation, and start to be viewed as someone who is more \"senior\"... competent, experienced, forward-thinking. '}),/*#__PURE__*/e(\"p\",{children:'When you get the \"senior\" label, whether in your official title or just in coworkers\\' heads, they start talking to you differently. '}),/*#__PURE__*/e(\"p\",{children:\"Instead of just asking you to pull the data (how we all start) they'll begin asking you for your thoughts, and your advice. They'll loop you in earlier, to more projects, and you'll start to be a proactive member of the team, helping to drive new initiatives from the onset. \"}),/*#__PURE__*/e(\"p\",{children:'So how to you earn that \"senior\" label? '}),/*#__PURE__*/e(\"p\",{children:\"There are a number of ways you can do this. \"}),/*#__PURE__*/e(\"p\",{children:'One of most effective and quickest ways to set yourself apart from more junior analysts, and to demonstrate that you have this \"more senior\" strategic ability, is by mastering the art of measurement planning... '}),/*#__PURE__*/e(\"img\",{alt:\"4 Step Measurement Planning Framework\",className:\"framer-image\",src:\"https://framerusercontent.com/images/rnmnGTo7ccsVTbjaszCHcgEHN8.png\",srcSet:\"https://framerusercontent.com/images/rnmnGTo7ccsVTbjaszCHcgEHN8.png?scale-down-to=512 512w,https://framerusercontent.com/images/rnmnGTo7ccsVTbjaszCHcgEHN8.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/rnmnGTo7ccsVTbjaszCHcgEHN8.png 1560w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"Why measurement planning? \"}),/*#__PURE__*/e(\"p\",{children:\"Any time a company launches a new initiative, they need to be thinking about the project's goals, and how they are going to measure results, optimize performance, and drive future success. That's measurement planning.\"}),/*#__PURE__*/e(\"p\",{children:\"Smart companies make measurement planning something that happens early on in the life cycle of a project, so this can be your ticket to being asked to join the discussion at the strategic planning phase. \"}),/*#__PURE__*/e(\"p\",{children:\"Check out these two typical conversations between a marketing leader and an analyst...\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"The junior conversation\"}),\" \",/*#__PURE__*/e(\"br\",{}),\"(after the campaigns have run)\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Boss:\"}),\" \",/*#__PURE__*/e(\"em\",{children:\"hey Analyst, could you pull me the revenue per email open from the last 3 campaigns we've run? I'm looking to understand performance.\"})]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Analyst:\"}),\" \",/*#__PURE__*/e(\"em\",{children:\"sure thing! Here's the data you asked for.\"})]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"The senior conversation\"}),\" \",/*#__PURE__*/e(\"br\",{}),\"(happens earlier, before the campaigns have run)\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Boss:\"}),\" \",/*#__PURE__*/e(\"em\",{children:\"hey Analyst, we're about to launch a series of email campaigns. I'd love to get your input on how we should be measuring success and making sure we're set up to capture all the metrics we need to evaluate perfromance. Do you have bandwidth to help?\"}),\"  \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Analyst:\"}),\" \",/*#__PURE__*/e(\"em\",{children:\"absolutely! It sounds like these emails are meant to be revenue-generating. So I'd recommend we use revenue per email sent as our key performance indicator. Additionally, we should look at open rates, clickthrough rates, and monitor what happens on the site post-click so we can understand major dropoff points to optimize for future campaigns. I'll work with the team and make sure we can track all of this before the capaigns go out.\"}),\" \"]}),/*#__PURE__*/e(\"p\",{children:\"See the difference? \"}),/*#__PURE__*/e(\"p\",{children:\"Which one of these people do you want to be? \"}),/*#__PURE__*/e(\"p\",{children:\"Who do you think the boss is more likely to turn to with a new, mission critical project the company is about to launch? \"}),/*#__PURE__*/e(\"p\",{children:\"Who do you think gets paid more? \"}),/*#__PURE__*/e(\"p\",{children:\"Okay, you get it. Obviously it's more fun to be the senior. \"}),/*#__PURE__*/t(\"p\",{children:[\"But maybe you're saying... \",/*#__PURE__*/e(\"em\",{children:'\"they don\\'t loop me in before at the planning stage, they only ask me to pull the data. So I feel stuck.\"'})]}),/*#__PURE__*/e(\"p\",{children:\"I hear you. I've been there myself. \"}),/*#__PURE__*/e(\"p\",{children:\"Here's one way you can pivot that initial junior conversation, by using your measurement planning expertise (in this case, knowing the appropriate KPIs to judge performance). \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"The same junior conversation, with a senior pivot\"}),\" \",/*#__PURE__*/e(\"br\",{}),\"(again, after the campaigns have run)\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Boss:\"}),\" \",/*#__PURE__*/e(\"em\",{children:\"hey Analyst, could you pull me the revenue per email open from the last 3 campaigns we've run? I'm looking to understand performance.\"})]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Analyst:\"}),\" \",/*#__PURE__*/e(\"em\",{children:\"hey Boss, I'm glad to help. I understand your primary goal is to maximize revenue with these emails. Revenue per email open is a great metric for judging the body of the email, but revenue per email sent is a little better for overall success, because it also takes into account how good the subject lines are at getting the recipient to open the email. I'll pull revenue per email sent as the main KPI, and we can also take a look at open rates, clickthrough rates, revenue per open, and some other on-site metrics, to understand full funnel performance and optimize each step for future campaigns. How does that sound?\"}),\" \"]}),/*#__PURE__*/t(\"p\",{children:[\"Boss: \",/*#__PURE__*/e(\"em\",{children:\"Analyst, when you put it that way, it makes perfect sense. Thank you. We're also about to launch another round of campaigns, and I'd like to loop you into our planning conversation so you can help us make sure we're looking at all the right metrics from day 1.\"}),\" \"]}),/*#__PURE__*/e(\"p\",{children:\"All of this will feel like second nature if you become a master of measurement planning. And again, doing this is one of the quickest ways you can distinguish yourself from other junior analysts. \"}),/*#__PURE__*/e(\"p\",{children:\"The best part? It's really not that complicated. \"}),/*#__PURE__*/e(\"p\",{children:\"Today, we'll hold your hand through the process, sharing our 4 step framework for building measurement plans that will meet the goals of the company and major stakeholders, and help you measure and optimize performance to take your business to new heights. \"}),/*#__PURE__*/e(\"p\",{children:\"The first step may sound obvious, but you might be surprised how often us data people start diving right into the database before pausing to think deeply about the business first. \"}),/*#__PURE__*/e(\"p\",{children:\"Don't fall into this trap. Spend some time pretending you aren't a data person, and think like the P&L owner for a minute. After you've answered the key business questions, then you'll be better prepared to start thinking about how your data expertise can support the company's goals. \"}),/*#__PURE__*/e(\"img\",{alt:\"Measurement Planning Step 1 - Think Business First\",className:\"framer-image\",src:\"https://framerusercontent.com/images/whYQuHZsAqAMgm2sYlkpxI5fVqE.png\",srcSet:\"https://framerusercontent.com/images/whYQuHZsAqAMgm2sYlkpxI5fVqE.png?scale-down-to=512 512w,https://framerusercontent.com/images/whYQuHZsAqAMgm2sYlkpxI5fVqE.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/whYQuHZsAqAMgm2sYlkpxI5fVqE.png 1562w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"After you've nailed the key business questions, next you'll want to think about the audience for your measurement plan. \"}),/*#__PURE__*/e(\"p\",{children:\"Who's running this project? 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This is where the rubber meets the road. \"}),/*#__PURE__*/e(\"p\",{children:\"For each of your well-defined KPIs, list out the data you'll need to gather in order to track performance of the campaign. \"}),/*#__PURE__*/e(\"p\",{children:\"Hopefully you have most of it available already, but there may be some gaps. Getting ahead of this early on, and staying organized, can help you fill in your data so that you can execute fully on your measurement plan. \"}),/*#__PURE__*/e(\"p\",{children:\"We recommend keeping some sort of a shared document (Google sheets is awesome... that's what we do) where you list out your data needs, including the critical metrics, data sources, owners of those data sources, refresh frequency, and any caveats worth noting that may change your interpretation of important points. \"}),/*#__PURE__*/e(\"img\",{alt:\"Measurement Planning Step 4 - Identify Data Sources\",className:\"framer-image\",src:\"https://framerusercontent.com/images/dHF2QoLa5figQCxhQgnJaeX4io.png\",srcSet:\"https://framerusercontent.com/images/dHF2QoLa5figQCxhQgnJaeX4io.png?scale-down-to=512 512w,https://framerusercontent.com/images/dHF2QoLa5figQCxhQgnJaeX4io.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/dHF2QoLa5figQCxhQgnJaeX4io.png 1560w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"I know this may sound like a lot, but if you follow the framework, and take it step by step, it's really not too painful. And your results will be A+! \"}),/*#__PURE__*/e(\"p\",{children:'Below is a quick summary of the things you should be keeping in mind. If you can nail these 4 things and put your skills on display, it\\'s a great way to establish yourself with that \"senior\"-level respect that can help you grow your career. 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'}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Look for opportunities to practice measurement planning on the job. \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Check out our \",/*#__PURE__*/e(o,{href:\"https://www.mavenanalytics.io/course/thinking-like-an-analyst\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(a.a,{children:\"Thinking Like an Analyst\"})}),\" course, which covers measurement planning in detail, including an in-depth case study that forces you to think through a real world scenario. \"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"If you aren't enrolled in our Thinking Like an Analyst course, you can still follow a similar exercise to the one in that course. 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