Interpretability Researcher Salary.
Across 81 U.S. cities.
$190,000
national median salary
$148,000 to $247,000. Last updated April 2026.
Highest Paying
$257,000
San Jose, CA
Best Purchasing Power
$198,000
Providence, RI
Lowest Paying
$145,000
Charleston, WV
Salary data sourced from SEC filings, H-1B Labor Condition Applications (DOL), Bureau of Labor Statistics Occupational Employment and Wage Statistics, and aggregated job postings across 50+ platforms. Ranges reflect 25th to 75th percentile for full-time positions. Cost-of-living adjustments use Bureau of Economic Analysis Regional Price Parities (2025 index). Last updated April 2026. Baseline derived from BLS SOC 15-2051. Full methodology.
The average Interpretability Researcher salary in the United States is $190,000 in 2026, with the full range spanning $148,000 at the 25th percentile to $247,000 at the 75th. San Jose pays the most at $257,000, while Providence offers the best purchasing power after cost-of-living adjustments. Interpretability Researcher compensation is driven by publication record, domain specialization, and whether the work involves production model training or applied research.
Interpretability Researcher salary by city
Skills that increase Interpretability Researcher pay
The skills below command measurable salary premiums for Interpretability Researchers based on job posting data. Learning the top skill here could add $26,600 to your annual compensation.
≈ +$26,600 per year
≈ +$24,700 per year
≈ +$22,800 per year
≈ +$20,900 per year
≈ +$20,900 per year
≈ +$19,000 per year
≈ +$19,000 per year
≈ +$17,100 per year
What you should know
Interpretability Researcher compensation is driven by publication record, domain specialization, and whether the work involves production model training or applied research. Signing bonuses near $10K are standard for lateral hires and reset every 2 to 4 years. Within tech-sector Interpretability Researchers specifically, employer tier (FAANG and frontier-AI labs vs mid-stage startups vs traditional enterprise) drives 67%+ variance across the compensation band.
Interpretability Researchers progress Research Engineer → Senior → Staff → Principal → Distinguished over 8 to 15 years. Frontier-AI labs compress this ladder — a strong PhD can land at L5/Senior directly. The VP Research track diverges around year 10 for those who choose to lead labs.
Total compensation for Interpretability Researchers includes a meaningful signing bonus near $10K, which resets every 2 to 4 years for lateral hires. Base plus bonus (8% of base at target) forms the bulk of ongoing annual comp; signing bonuses are best thought of as a 4-year amortized component. At tech companies specifically, equity and sign-on are often the largest delta between offers — two roles with matching base can differ by $100K+ at total when equity is included.
Total compensation breakdown
Salary by company size
Remote salary adjustment
Remote Interpretability Researchers typically earn $171,000 (10% less than on-site). This reflects location-adjusted pay policies at companies using geographic salary bands. Some companies pay flat national rates regardless of location.
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