Data Career Podcast: Helping You Land a Data Analyst Job FAST

Avery Smith - Data Career Coach
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Oct 21, 2025 • 30min

182: This Data Analyst Has Analyzed 1M+ Songs (here’s everything he knows)

Help us become the #1 Data Podcast by leaving a rating & review! We are 67 reviews away! Data meets music 🎶 — Avery sits down with Chris Reba, a data analyst who’s studied over 1 million songs, to reveal what the numbers say about how hits are made. From uncovering Billboard chart fraud to exploring how TikTok reshaped music, this episode breaks down the art and science behind every beat.💌 Join 10k+ aspiring data analysts & get my tips in your inbox weekly 👉 https://www.datacareerjumpstart.com/newsletter 🆘 Feeling stuck in your data journey? Come to my next free "How to Land Your First Data Job" training 👉 https://www.datacareerjumpstart.com/training👩‍💻 Want to land a data job in less than 90 days? 👉 https://www.datacareerjumpstart.com/daa👔 Ace The Interview with Confidence 👉 https://www.datacareerjumpstart.com//interviewsimulator⌚ TIMESTAMPS 00:00 - Intro: How Chris analyzed 1M+ songs using data01:10 - What data reveals about hit songs and music trends03:30 - Combining qualitative and quantitative analysis07:00 - The 1970s Billboard chart fraud explained10:45 - Why key changes disappeared from modern pop13:30 - How hip-hop changed song structure and sound14:10 - TikTok’s influence on the music industry16:10 - Inside Chris’s open-source music dataset22:10 - Best tools for music data analysis (SQL, Python, Datawrapper)27:45 - Advice for aspiring music data analysts🔗 CONNECT WITH CHRIS📕 Order Chris's Book: https://www.bloomsbury.com/us/uncharted-territory-9798765149911📊 Check out Chris's Music Dataset: https://docs.google.com/spreadsheets/d/1j1AUgtMnjpFTz54UdXgCKZ1i4bNxFjf01ImJ-BqBEt0/edit?gid=1974823090#gid=1974823090💌 Subscribe to Chris's' Newsletter: https://www.cantgetmuchhigher.com📲 Follow Chris on TikTok: https://www.tiktok.com/@cdallarivamusic🔗 CONNECT WITH AVERY 🎥 YouTube Channel 🤝 LinkedIn 📸 Instagram 🎵 TikTok 💻 Website Mentioned in this episode:✨ Try Julius!This episode is brought to you by Julius – your AI data analyst companion. Connect to your database and/or business tools, pull insights in minutes–no coding required. Thanks, Julius, for sponsoring this episode. Try Julius at https://landadatajob.com/Julius-DCPhttps://landadatajob.com/Julius-DCP
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Oct 14, 2025 • 13min

181: I Got 285 Data Analyst Applications. Here's Who I Hired.

Dive into the journey of hiring a data analyst from a pool of 285 applicants! Discover the secrets of a successful hiring funnel and learn why early applications make a difference. Uncover common resume pitfalls that could cost you the chance, and hear why rejections aren't personal. Hear insights on what recruiters look for in interviews, from authenticity to technical skills. Finally, find out how industry knowledge can tip the scales in your favor and encourage your career pivot.
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Oct 9, 2025 • 16min

180: The 10 MOST CLUTCH Quarterbacks in NFL History (Backed by Data Science)

Who truly are the most clutch quarterbacks in NFL history? Using Python and advanced metrics, the discussion dives into what it means to be 'clutch.' With a clever analysis of 1.18 million NFL plays, surprising rankings emerge, leading to riveting insights about Tom Brady and his counterparts. The conversation further explores Win Probability Added (WPA) to gauge true impact in tense moments. Listeners are encouraged to try their own analyses with Sphinx, opening up a world of data exploration.
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Oct 1, 2025 • 8min

179: How I Use PRIVATE Data ETHICALLY In the New Era of AI

There is an impossible choice most organizations face. Companies building modern AI face a brutal, binary-feeling decision: either ship a privacy-first model that “kinda low key sucks,” or ship a high-performing model that likely exposes sensitive personal data. Luckily, there's a third option, and that's what I will share with you in this episode!Check out Tonic Textual here: 👉 https://www.tonic.ai/products/textual💌 Join 10k+ aspiring data analysts & get my tips in your inbox weekly 👉 https://www.datacareerjumpstart.com/newsletter🆘 Feeling stuck in your data journey? Come to my next free "How to Land Your First Data Job" training 👉 https://www.datacareerjumpstart.com/training👩‍💻 Want to land a data job in less than 90 days? 👉 https://www.datacareerjumpstart.com/daa👔 Ace The Interview with Confidence 👉 https://www.datacareerjumpstart.com/interviewsimulator⌚ TIMESTAMPS 00:00 - Introduction: The Ethical Dilemma in AI Development01:21 - The "A Very Smith Health Solutions" LEAKED Zoom debate!02:45 - Sensitive Data Discovery and Synthesis03:41 - Redacting and Synthesizing Data with Tonic Textual04:30 - Applications and Benefits🔗 CONNECT WITH AVERY🎥 YouTube Channel: https://www.youtube.com/@averysmith🤝 LinkedIn: https://www.linkedin.com/in/averyjsmith/📸 Instagram: https://instagram.com/datacareerjumpstart🎵 TikTok: https://www.tiktok.com/@verydata💻 Website: https://www.datacareerjumpstart.com/Mentioned in this episode:💌 Join 10k+ aspiring data analysts & get my tips in your inbox weeklyIf you enjoy this podcast, you're going to LOVE my newsletter. Every week, I send you 1 email jam-packed with tips, tricks, and resources. Don't miss it! 💌 Subscribe To My Newsletter✨ Try Julius!This episode is brought to you by Julius – your AI data analyst companion. Connect to your database and/or business tools, pull insights in minutes–no coding required. Thanks, Julius, for sponsoring this episode. Try Julius at https://landadatajob.com/Julius-DCPhttps://landadatajob.com/Julius-DCP💙 Thank you for subscribing & leaving a reviewThanks to YOU we recently became the most popular data podcast out there. Thank you so much for listening. If you haven't subscribed yet, hit subscribe. It costs $0. If you enjoy the show, leave us a 5-star rating on Spotify or Apple. It helps people like you find the show AND it helps us land better guests. Thank you so much for your support.
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Sep 23, 2025 • 37min

178: The One Skill That Makes You More Valuable Than Senior Analysts (ft. Mike Cisneros)

Join Mike Cisneros, a Harvard-trained data storyteller and co-author of 'Storytelling with Data,' as he dives deep into the art of data storytelling. Discover why clear communication can make you more valuable than seasoned analysts. Mike shares practical tips to enhance your data presentations, like removing clutter and using color strategically. He also discusses a fascinating case study on call-center data, illustrating how effective visuals can drive action. Learn how to transform your analyses into impactful narratives!
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11 snips
Sep 17, 2025 • 18min

177: I Built a Pokémon Card Analytics App That Prints PASSIVE Income w/ AI (step-by-step guide)

In this episode, the host builds a Pokémon card analytics tool, guided by audience votes. Discover how she uses Replit to create the app quickly, even without technical skills! Features like price tracking, charts, and a deal finder are integrated using real data sources. Watch as she navigates API integration and backend databases to optimize the app. Finally, she deploys the MVP and unveils the domain, inviting listener feedback for future development. A must-listen for aspiring data analysts!
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Sep 9, 2025 • 19min

176: I Asked 7 Data Analysts What Tools They ACTUALLY Use

Before you start cramming tools to land a data job, ask yourself this: What tools are data analysts actually using every day? In this episode, I went straight to the pros—analysts at Google, Amazon, Apple, Tesla, Humana, Veterans United, 7-Eleven, and more—to hear which tools truly power their work.✨ Try Julius today at https://landadatajob.com/Julius-YT💌 Join 10k+ aspiring data analysts & get my tips in your inbox weekly 👉 https://www.datacareerjumpstart.com/newsletter🆘 Feeling stuck in your data journey? Come to my next free "How to Land Your First Data Job" training 👉 https://www.datacareerjumpstart.com/training👩‍💻 Want to land a data job in less than 90 days? 👉 https://www.datacareerjumpstart.com/daa👔 Ace The Interview with Confidence 👉 https://www.datacareerjumpstart.com/interviewsimulator⌚ TIMESTAMPS 00:00 - Introduction00:22 - Sundas Khalid (Google and Amazon)03:10 - Jen Hawkins (Apple)06:17 - Ryan Ponder (Veterans United)07:32 - Alex Sanchez (7-Eleven)09:37 - Jason Bryll (Healthcare Analytics Expert)12:47 - Erin Shina (Humana)14:54 - Lily BL (Tesla)🔗 Watch my interviews and connect with our data experts!Sundas🤝 LinkedIn: https://www.linkedin.com/in/sundaskhalid/🎥 YouTube: https://youtu.be/e53U55HbBog?si=_hQkB2EuuD1pFsg7Jen 🤝 LinkedIn: https://www.linkedin.com/in/jeandriska/🎥 YouTube: https://youtu.be/f-BWp_IJZ-I?si=llWBc5hIW80SmeEdRyan🤝 LinkedIn: https://www.linkedin.com/in/rtponder/🎥 YouTube: https://youtu.be/bH0wfE342R0?si=iN1ftUN31LbstdRwAlex 🤝 LinkedIn: https://www.linkedin.com/in/ale-san/🎥 YouTube: https://youtu.be/VfrTaw27rDc?si=IlwL7FJLdUvlbbmsJason🤝 LinkedIn: https://www.linkedin.com/in/jason-bryll/🎥 YouTube: https://youtu.be/Qh4RBY5GwUY?si=HCvF80qw7gVbL0dcErin🤝 LinkedIn: https://www.linkedin.com/in/erinshina/🎥 YouTube: https://youtu.be/5gSUqk1AiWM?si=MPF3oRY45B2DTQ2PLily🤝 LinkedIn: https://www.linkedin.com/in/lilybl/🎥 YouTube: https://youtu.be/AB2McisjPTM?si=yw_2gCWtBcQDFGWf🔗 CONNECT WITH AVERY🎥 YouTube Channel: https://www.youtube.com/@averysmith🤝 LinkedIn: https://www.linkedin.com/in/averyjsmith/📸 Instagram: https://instagram.com/datacareerjumpstart🎵 TikTok: https://www.tiktok.com/@verydata💻 Website: https://www.datacareerjumpstart.com/Mentioned in this episode:💌 Join 10k+ aspiring data analysts & get my tips in your inbox weeklyIf you enjoy this podcast, you're going to LOVE my newsletter. Every week, I send you 1 email jam-packed with tips, tricks, and resources. Don't miss it! 💌 Subscribe To My Newsletter✨ Try Julius!This episode is brought to you by Julius – your AI data analyst companion. Connect to your database and/or business tools, pull insights in minutes–no coding required. Thanks, Julius, for sponsoring this episode. Try Julius at https://landadatajob.com/Julius-DCPhttps://landadatajob.com/Julius-DCP💙 Thank you for subscribing & leaving a reviewThanks to YOU we recently became the most popular data podcast out there. Thank you so much for listening. If you haven't subscribed yet, hit subscribe. It costs $0. If you enjoy the show, leave us a 5-star rating on Spotify or Apple. It helps people like you find the show AND it helps us land better guests. Thank you so much for your support.
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10 snips
Sep 2, 2025 • 20min

175: 5 Unique Data Analyst Projects (beginner to intermediate)

Here are 5 exciting and unique data analyst projects that will build your skills and impress hiring managers! These range from beginner to advanced and are designed to enhance your data storytelling abilities.✨ Try Julius today at https://landadatajob.com/Julius-YTWhere I Go To Find Datasets (as a data analyst)👉 https://youtu.be/DHfuvMyBofE?si=ABsdUfzgG7Nsbl89💌 Join 10k+ aspiring data analysts & get my tips in your inbox weekly 👉 https://www.datacareerjumpstart.com/newsletter🆘 Feeling stuck in your data journey? Come to my next free "How to Land Your First Data Job" training 👉 https://www.datacareerjumpstart.com/training👩‍💻 Want to land a data job in less than 90 days? 👉 https://www.datacareerjumpstart.com/daa👔 Ace The Interview with Confidence 👉 https://www.datacareerjumpstart.com/interviewsimulator⌚ TIMESTAMPS 00:00 - Introduction00:24 - Project 1: Stock Price Analysis03:46 - Project 2: Real Estate Data Analysis (SQL)07:52 - Project 3: Personal Finance Dashboard (Tableau or Power BI)11:20 - Project 4: Pokemon Analysis (Python)14:16 - Project 5: Football Data Analysis (any tool)🔗 CONNECT WITH AVERY🎥 YouTube Channel: https://www.youtube.com/@averysmith🤝 LinkedIn: https://www.linkedin.com/in/averyjsmith/📸 Instagram: https://instagram.com/datacareerjumpstart🎵 TikTok: https://www.tiktok.com/@verydata💻 Website: https://www.datacareerjumpstart.com/Mentioned in this episode:💌 Join 10k+ aspiring data analysts & get my tips in your inbox weeklyIf you enjoy this podcast, you're going to LOVE my newsletter. Every week, I send you 1 email jam-packed with tips, tricks, and resources. Don't miss it! 💌 Subscribe To My Newsletter✨ Try Julius!This episode is brought to you by Julius – your AI data analyst companion. Connect to your database and/or business tools, pull insights in minutes–no coding required. Thanks, Julius, for sponsoring this episode. Try Julius at https://landadatajob.com/Julius-DCPhttps://landadatajob.com/Julius-DCP💙 Thank you for subscribing & leaving a reviewThanks to YOU we recently became the most popular data podcast out there. Thank you so much for listening. If you haven't subscribed yet, hit subscribe. It costs $0. If you enjoy the show, leave us a 5-star rating on Spotify or Apple. It helps people like you find the show AND it helps us land better guests. Thank you so much for your support.
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16 snips
Aug 26, 2025 • 47min

174 : He was unemployed for 1,000 days. Now he’s a data analyst. (Josh Gledhill)

In this engaging conversation, Josh Gledhill, a data analyst at Staffordshire County Council, shares his inspiring journey from a music professional to a data analyst after 1,026 days of unemployment. He discusses the challenges of overcoming dyslexia and highlights effective study techniques. Josh emphasizes the importance of building a personal brand on Threads and reveals his SPN Method for job success. He also dives into the differences between data jobs in the UK and US, providing invaluable insights for aspiring analysts.
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13 snips
Aug 19, 2025 • 16min

173: 13 Signs You’re on the Right Track to Landing Your First Data Job

Feeling lost in your data journey? Discover the 13 surprising signs that you're actually making progress. From mastering Excel and SQL to creating visualizations in Tableau, each skill builds your confidence. Learn how sharing your journey and actively applying for jobs can boost your chances. Networking, optimizing your LinkedIn, and getting real interview experience are key steps. Embrace not knowing everything yet—it's all part of the learning process on the way to landing that first data job!

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