A data-catalog company's grounded take on what AI analysts do and don't replace.
Are AI Analysts Replacing Data Analysts? The Truth
Atlan Feb 2026
Watch on YouTube youtube.com →Pre-seed through seed, AI plus a curious founder covers most analytical needs. Hire when decision-makers keep waiting on questions nobody can answer quickly, or when data quality and definitions (what counts as active?) start burning you. The first data hire then spends much of their time making your data and AI trustworthy, not competing with the AI.
16 resources.
A data-catalog company's grounded take on what AI analysts do and don't replace.
Atlan Feb 2026
Watch on YouTube youtube.com →Maps which analyst tasks AI absorbed, which is exactly what you can self-serve.
Kedeisha Bryan Aug 2025
Watch on YouTube youtube.com →A working analyst's honest inventory of the judgment work that remains human.
Christine Jiang Feb 2025
Watch on YouTube youtube.com →Separates the analyst question from the data-engineering question, which founders conflate.
Data with Baraa 2025
Watch on YouTube youtube.com →A data scientist tests the claim against her own daily work.
Natassha Selvaraj 2025
Watch on YouTube youtube.com →The longer-horizon view for founders planning team structure past the next round.
Matt Mike Jan 2026
Watch on YouTube youtube.com →An India-based creator's take, relevant to hiring in Indian talent markets.
Learning With Gaurav Mar 2025
Watch on YouTube youtube.com →The clearest framework for when a startup actually needs a data person and what kind.
Andrew Bartholomew 2023
Open abartholomew.com →A veteran data leader's trigger: questions decision-makers want that no one can answer cheaply.
Peter Fishman 2024
Open linkedin.com →A sober summary of the evidence, free of both hype and job-market panic.
Coursera 2025
Open coursera.org →A head-to-head framing that clarifies what you'd actually be hiring for.
Analyst Uttam 2026
Open medium.com →A neutral academic-career view on how the role is shifting, not vanishing.
UMass Lowell Career Center Aug 2025
Open career.uml.edu →The macro evidence that AI is deferring early specialist hires, including data.
Founder Institute 2026
Open fi.co →Why analysis tooling keeps collapsing into the same job, and what that means for hiring.
Benn Stancil 2024
Open benn.substack.com →The post that started the debate, still the strongest steelman for delaying the hire.
Ethan Mollick May 2023
Open linkedin.com →An Indian edtech's view of how the analyst role is being redefined, not removed.
PW Skills 2025
Open pwskills.com →The same ground, over in Grow & market, our Starting Up track.