TradeFlow
https://www.tradeflowai.comAI-powered settlement for financial securities
TradeFlow is AI-powered settlement for financial securities. During her time in financial services, Taryn saw firsthand how inefficient and costly it is to settle trades. Historically, it’s been difficult to improve this process because it’s heavily reliant on manual emails, disparate systems, and inconsistently structured data. However, the advent of powerful AI technology allows us to unlock greater automation than ever before. TradeFlow empowers back offices to do more with less by offloading these time-intensive tasks to AI.
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