The future of data science teams, integrating AI into data science workflows, building data apps for stakeholders - Barry McCardel

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Daliana's Game

Daliana Liu

94 episodes

2 days ago

I'm Daliana Liu, an ex-Amazon data scientist turned career coach and content creator. I left my tech job to do this "career" thing on my own terms. This is Daliana’s Game — a podcast for tech professionals ready to carve out their own path, and create a career that aligns with their lifestyles. Ever felt you want more fulfillment and freedom beyond the 9-to-5? You’re in the right place. I share more about my career adventure and the lessons I learned with 20k subscribers, join here: https://dalianaliu.kit.com/e0dcfc214b Linkedin with 300k followers: https://www.linkedin.com/in/dalianaliu

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The future of data science teams, integrating AI into data science workflows, building data apps for stakeholders - Barry McCardel - The Data Scientist Show #078

Daliana's Game

1 hour 4 minutes 56 seconds

1 year ago

The future of data science teams, integrating AI into data science workflows, building data apps for stakeholders - Barry McCardel - The Data Scientist Show #078

Barry McCardel is the cofounder and CEO of Hex(free trial: hex.tech/dsshow), a collaborative data workspace. Their customers include FiveTran, Notion, and Anthropic. We talked about what does the future of data team look like, how to tackle challenges of data team collaborations, and how to leverage AI in data science’s workflow. 60-day Free Trial: hex.tech/dsshow Barry’s LinkedIn: https://www.linkedin.com/in/barrymccardel (00:00:00) Introduction (00:01:25) Is AI replacing data scientists?

(00:06:08) Are data science teams getting smaller?

(00:09:54) What is Hex? (00:11:24) How to communicate with stakeholders

(00:24:29) Should data scientists be full stack?

(00:31:23) How data team measure ROI (00:33:35) Quantitative vs qualitative analysis (00:35:33) When you shouldn't use data? Data vs product intuition

(00:41:39) How to hire your first data team? (00:48:59) Is the modern data stack dead?

(00:53:55) GenAI in data science workflows

(00:59:03) Future of data scientist

(01:02:30) New features in Hex