Do data analysts code?
Data analysts write SQL daily. That counts as code, but it reads more like English than Python. Python and R show up at mid-level, mostly for automation or one-off analysis. Most junior analysts do not write Python in their first year.
SQL is the floor
Every analyst job posting expects it. SQL is a small language, four or five core verbs, and you can learn it in two weeks. We teach it as part of the core program.
Python and R as the next step
Useful for automating repeat reports, basic forecasting, or stitching APIs together. Picked up in months, not years, once SQL is solid.
What you will not need
Building software, web applications, or backend services. Analyst work is shaping data, not shipping code.
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