Free Tool
Paste a data analyst JD; we match it against 8 data analyst skill buckets (SQL, viz, stats, A/B testing, ETL, stakeholder comm, domain) and flag mismatches with data engineer or data scientist roles.
Data analyst job descriptions vary widely. Some are pure SQL + dashboards. Others are sneaky data engineer roles (build pipelines) or data scientist roles (ML, modeling). Wrong framing on the resume gets you screened out. This analyzer matches the JD against 8 data analyst buckets and flags whether the JD actually reads as data analyst - or whether you're applying to something with the wrong title.
How it works
Paste the full data analyst JD
Submit
Tailor your resume to mirror the matched buckets and avoid the unmentioned ones
When to use
Examples
Clear analyst role
Input: JD mentions SQL, Tableau, A/B testing, stakeholder comm
Output: Verdict: clear data analyst role. Tailor resume to mirror these buckets.
Disguised data engineer
Input: JD mentions Spark, Airflow, dbt, data infrastructure
Output: Verdict: reads more as Data Engineer than Data Analyst. Different role family.
What this tool isn't
FAQ
Why is this separate from the general Job Description Analyzer?
Data Analyst roles have a specific skill vocabulary. The general analyzer extracts keywords; this one MATCHES against the data analyst skill catalog and tells you which buckets the JD covers - and whether the JD really fits the title.
What does 'looks-like-mismatch' mean?
It means the JD references patterns typical of a different role family. The verdict will tell you which role the JD looks more like, so you can reframe your resume accordingly.
Is the JD I pasted stored anywhere?
No. The analysis runs entirely in your browser.
Keep going
Job Description
Paste a sales associate JD; we match it against retail sales skill buckets and flag whether the JD reads as retail vs B2B vs store-manager.
Job Description
Paste a business analyst JD; we match it against 8 BA skill buckets (requirements, process docs, SQL, stakeholder mgmt, agile, domain, ERP/CRM, project mgmt).
Resume Writing
Paste your resume; get 3-5 grounded suggestions tuned to data analyst roles (SQL depth, viz tools, A/B testing, stakeholder impact).
Job Description
Paste any JD and we'll extract responsibilities, required vs preferred skills, seniority signals, and top keywords. Client-side only.
Every tool above, plus AI job matching, one-click resume tailoring, and application tracking. Free to start.