MangoDesk
https://www.mangodesk.comSimple platform to create data for AI
We help AI teams accelerate the creation of evals and post-training data by creating bespoke data annotation pipelines in seconds and staffing them with the right domain experts. AGI requires expert-created data and evals across domains, quickly and at volumes. Creating this data reliably is a complex operational challenge. We solve this end-to-end. Ankith was previously an engineer at Scale AI where he built the infrastructure for expert sourcing/screening and Gen AI data labeling operations, and Ananth previously founded a software firm with seven-figure revenue and Fortune 500 customers.
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