Ragas
https://www.ragas.ioBuilding the open source standard for evaluating LLM Applications
The fragmented and proprietary evaluation tools today are leading to significant inefficiencies and confusion among developers. The world needs a standard everyone can rely on and that is why we are building Ragas as the open-source standard. We have 4k stars on GitHub, 1.3k members in our discord community, and over 80+ external contributors. We also have partnerships with key AI companies like Langchain, Llamaindex, Arize, Weaviate and more to help create a standard. We already process 5 million evaluations monthly for engineers from companies like AWS, Microsoft, Databricks, and Moody’s and it is growing at 70% month over month. We are building LLM application testing and evaluation infrastructure for Enterprises.
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