Solving 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.

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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