Ranked.I

Ranked.I builds one sourcing system for a company's engineering, data and ML hiring, tuned to its team.

The system is built once, on the client's first role, around the team's must-haves. It uses AI to gather the market, including engineers who aren't applying, then checks and ranks them. Ranked.I's CTO checks every list before the client sees it. The team's verdicts update the ranking rules, so the system learns the client's bar and new roles take 24-48 hours instead of 5-7 days.

The system is handed over to the client's team. More roles are calibrated on top of it on a monthly retainer. Fixed fee from $4,500 for the system, no commission, and the client runs the hiring.

Roles: backend, DevOps, data science, ML/LLM and ML team leads. On one live Java and Kotlin search, the ranking agreed with the client's engineers 84% of the time. Agreement, not hires.