A working analyst explains candidly which parts of his job AI actually took over.
How AI Completely Reshaped This Data Analyst's Job (Luke Barousse)
Ken's Nearest Neighbors Podcast 2024
Watch on YouTube youtube.com →Because the bottleneck stops being syntax and becomes asking good questions. Modern AI tools write and run real code on your files, so a founder can get in seconds what used to take weeks of formula and query practice. You still want enough data literacy to sanity-check what comes back, but you no longer need to master VLOOKUP or JOINs before getting real answers from your own numbers.
18 resources.
A working analyst explains candidly which parts of his job AI actually took over.
Ken's Nearest Neighbors Podcast 2024
Watch on YouTube youtube.com →A reality check on what AI genuinely automated in analytics versus the hype.
Kedeisha Bryan Mar 2026
Watch on YouTube youtube.com →An ex-Meta data scientist's compact framework for when AI beats doing the analysis by hand.
Tina Huang 2025
Open classcentral.com →A no-hype breakdown of which analysis skills still pay off for non-analysts.
Zazo Mar 2026
Watch on YouTube youtube.com →Two practitioners compare the tasks worth delegating to AI versus the ones worth learning yourself.
Data Career Podcast with Luke Barousse 2023
Open creators.spotify.com →A founder who built a BI company explains why most companies over-invest in data tooling.
The Changelog 2024
Open changelog.com →The pandas creator and a BI founder debate what survives of data work after LLMs.
Wes McKinney and Benn Stancil Apr 2026
Open wesmckinney.com →Why 'insight' needs human context even when AI does all the computation.
DataCamp DataFramed 2023
Open datacamp.com →The Wharton professor's original field report on why an AI that writes its own code beats memorizing formulas.
Ethan Mollick Jul 2023
Open oneusefulthing.org →Shows AI restructuring messy PDF data and running models unprompted, the exact grunt work founders dread.
Ethan Mollick Jul 2023
Open x.com →Mollick's line that things that took weeks in his PhD were done in seconds, with fewer errors than a human analyst.
Fortune Jul 2023
Open fortune.com →The balanced case for how much SQL a non-analyst actually needs now that AI writes queries.
Maven Analytics 2025
Open mavenanalytics.io →A veteran SQL author argues the skill shifts from writing queries to judging them.
Ergest Xheblati (Data Wise) 2025
Open sqlpatterns.com →The counter-argument: why a thin layer of SQL literacy still compounds even with AI on top.
LearnSQL.com 2025
Open learnsql.com →A clean mental model for stacking AI on top of traditional tools instead of choosing between them.
Data With Baraa 2025
Open blog.datawithbaraa.com →The sharpest industry writer on what AI actually changes about the analyst's craft.
Benn Stancil 2025
Open benn.substack.com →OpenAI's own free walkthrough, including the framing prompt 'I'm trying to decide X, based on Y'.
OpenAI 2025
Open openai.com →A data-tool founder shows the practical ceiling of chat-based analysis, and how to work within it.
Definite 2024
Open definite.app →The same ground, over in Grow & market, our Starting Up track.