Penetration Tester vs Research Scientist

Measured from each occupation's own live postings: mostly different jobs wearing similar names. Posted pay is close to a wash. Salary bands, both switching directions, and the shared skills below — every number from live postings, refreshed nightly.

Penetration Tester

Posted band$82k–$147k
FieldTechnology
Postings read252

Research Scientist

Posted band$73k–$157k
FieldScience
Postings read634

Switching, both directions

Penetration TesterResearch Scientist

14% skill readiness

The gap, from research scientist postings: Deep Learning, Machine Learning, Market Research, Computer Vision.

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Research ScientistPenetration Tester

18% skill readiness

The gap, from penetration tester postings: REST APIs, Model Evaluation, AWS, Kubernetes.

Run this direction on the instrument

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Quick answers

Which pays more, penetration tester or research scientist?

Posted mid-bands from each occupation's own corpus: Penetration Tester $82k–$147k, Research Scientist $73k–$157k. At the midpoint that favors the research scientist by about $1k a year. Only postings that state pay are counted.

Are penetration tester and research scientist the same job?

No — despite the similar names, their postings demand mostly different skills.

Can a penetration tester become a research scientist?

Skill readiness is 14 percent: that share of what research scientist postings demand, a typical penetration tester profile already covers.

Can a research scientist become a penetration tester?

Skill readiness is 18 percent in this direction.

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.

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