Data Analyst vs QA Engineer
Measured from each occupation's own live postings: mostly different jobs wearing similar names. Posted pay favors the qa engineer by about $17k at the midpoint. Salary bands, both switching directions, and the shared skills below — every number from live postings, refreshed nightly.
Data Analyst
60 open roles · data analyst salary · careers for data analysts
QA Engineer
60 open roles · qa engineer salary · careers for qa engineers
The overlap, measured
Skills that appear in both occupations’ posting demand. This is the shared core; everything else on each side is the difference.
Switching, both directions
Data Analyst → QA Engineer
Transition estimate: 12–24 mo.
The gap, from qa engineer postings: QA / Testing, LLMs / Generative AI, Agile, CI/CD.
QA Engineer → Data Analyst
Transition estimate: 12–24 mo.
The gap, from data analyst postings: Data Visualization, ETL, Power BI, Tableau.
Related comparisons
- BI Developer vs Data Analyst77% peak overlap
- Data Analyst vs Data Scientist65% peak overlap
- Data Analyst vs Data Engineer63% peak overlap
- Data Analyst vs Product Analyst61% peak overlap
- Business Analyst vs Data Analyst56% peak overlap
- Data Annotator vs QA Engineer43% peak overlap
Which one do your skills favor?
Run the instrument with your own skill set and both readiness numbers recompute for you. Free, no account.
Quick answers
Which pays more, data analyst or qa engineer?
Posted mid-bands from each occupation's own corpus: Data Analyst $56k–$95k, QA Engineer $70k–$115k. At the midpoint that favors the qa engineer by about $17k a year. Only postings that state pay are counted.
Are data analyst and qa engineer the same job?
No — despite the similar names, their postings demand mostly different skills. Skills both sets of postings ask for: Excel, Python, Data Analysis, Lean / Six Sigma, Supply Chain.
Can a data analyst become a qa engineer?
Skill readiness is 21 percent: that share of what qa engineer postings demand, a typical data analyst profile already covers. Estimated transition: 12–24 mo.
Can a qa engineer become a data analyst?
Skill readiness is 24 percent in this direction. Estimated transition: 12–24 mo.
Method: each occupation’s salary band is the posted 25th–75th percentile from its own corpus; readiness is coverage of the destination’s posting-skill weight; shared skills are read from the overlap waterfall. Pairs sharing too few skills are not scored in that direction. Refreshed with the nightly scrape.