General Analysis
https://generalanalysis.comAutomated AI Safety and Red Teaming Tools
General Analysis provides a comprehensive suite of AI safety tools, including red-teaming frameworks, interpretability techniques, and more. As AI systems become increasingly capable, their deployment in high-stakes environments poses significant risks—financial, ethical, and otherwise—where errors can lead to substantial consequences. To address these challenges, we offer access to novel tools and methodologies designed to systematically find model failure-modes and enhance model robustness.
Total Open and Closed Positions
Total open positions, and positions newly closed since the previous update
Department Headcount Over Time
Open positions per department · top 6 at any point in the window
Newly Opened and Closed Positions
Position Churn Rate
Positions closed within 14 days of opening · a high rate suggests posting instability — duplicates, pulled listings, or roles filled through internal or off-market channels
Time-to-Fill Distribution
Days from open to close · closed positions only
Salary Trend Over Time
Monthly median base salary · USD · annualized · p25/p75 dashed
Salary Range by Department
Employment Type
Technical vs. Non-technical
Open positions · by department
Top Roles by Department
Seniority Mix
Derived from job title keywords
Equity Range by Department
Top Skills
Top Tech Stacks
Skills Trend
Change in share of postings · recent 3 months vs. prior 3 months
Tech Stack Evolution
Positions opened per month · top 5 technologies