VantedgeAI
https://www.vantedgeai.comScaling investing workflows with AI
The goal of Vantedge AI, formerly known as 8vdx, is to provide an Agent Marketplace of curated agents to enable investors to get an investing edge to generate alpha by leveraging AI. Our insight to build this marketplace comes from our experience from running a credit hedge fund for 15 years and as a Y Combinator backed startup, we understand the complexities of AI and are here to offer a complete infrastructure to funds and startups alike. Our platform is built to serve the investment community with the highest security, compliance, and infrastructure tailored for institutional investors.
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