Role keyword map · Data Analyst

Data Analyst: what the JD says, what the parser wants, what the recruiter searches

The words that appear in real postings, how ATS parsers match them, and the search strings recruiters actually type.

Role keyword mapPublished 20 September 2026·Every figure checked 19 September 2026·7 min read

Three lists, one page. The parser matches your file against the JD's exact words. The recruiter searches LinkedIn with a shorter set. Your bullets have to carry both, attached to outcomes. Below: the terms, the phrases to lift, and a before-and-after bullet bank.

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