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Security

Garak Testing

Last updated: October 12, 2026

/ 100 demand

Rising

Growing demand — strong upward momentum

Market Demand63/100Rising

US Median Salary

$158k

US Job Openings

650

30-day Trend

+9.7%

90-day Trend

+24.2%

AI-estimated market figures, not a live jobs database

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Where to Learn Garak Testing

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Salary Range by Experience

$118k

Entry (0–2 yrs)

$158k

Median (3–6 yrs)

$215k

Senior (7+ yrs)

Career earnings trajectory: entry → senior pays +$97k more (82% growth over career)

Why This Skill Is in Demand

Garak is used to probe LLMs for vulnerabilities, jailbreaks, and unsafe behaviors. It is becoming relevant for teams that need structured adversarial evaluation before production deployment.

AI will automate parts of probing and fuzzing, but human oversight is still needed to interpret failures and design comprehensive test strategies. The skill will likely remain niche yet increasingly important.

Future Outlook

6+ yearsestimated market relevance

The tool itself may evolve, but the underlying need for LLM vulnerability testing will persist. Expect growing use in model assurance, compliance, and vendor risk review.