Career guide
How to become a data analyst
What the evidence actually supports about becoming a data analyst: which job titles are reachable, which are not, and how to build proof instead of collecting certificates.
Career guides
Straight answers about getting into data work
Most guides on these questions are written to sell a course. These are written to be useful even if you never buy anything from us — which means publishing the parts that cut against our own pitch, and naming what we looked for and could not verify.
Guides
Sourced, dated, and honest about their limits.Career guide
Why fundamentals still matter when AI can do the job
The case against learning fundamentals is stronger than most courses admit. Here it is in full, followed by what we think it actually argues for.
Career guide
How data-analyst interviews have changed, and how to prepare
Live coding, messy take-homes, and a new line of questioning about how you use AI. What we can tell you honestly, plus the exact rubric we grade against.
We publish no pay figures in these guides. The sourced wage bands — with the caveats their own publishers attach to them — live on the roles and market data page, alongside the full list of what we checked and what we could not verify. We have not placed a graduate yet, so nothing here is an outcome claim.