
Pit.AI
https://www.pit.aiSolving intelligence for investment management.
Pit.AI Technologies aims at solving intelligence for investment management. We combine bleeding-edge AI research with powerful computing to automatically mine profitable trading strategies in financial markets. Our proprietary pipeline departs from the standard portfolio optimization paradigm in that it avoids making unrealistic assumptions on how markets behave, and it applies the expressiveness of our AI techniques on large scale data to automatically detect and exploit new sources of market inefficiencies, rather than testing or verifying human-generated trading ideas, intuitions, or forecasting models. We believe that the investment management industry is at the dawn of a new AI-led era where trading idea generation will be automated and cost-effective, management fees will be a thing of the past, and fund managers will no longer be paid for merely showing up.
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