Recruitment is a reinforcement learning problem.
Compiler builds specialized environments to train models on high-fidelity talent signals from the world's best technical communities.
Explore our models for:
Our moat: We work with exceptional communities and engineers.
Compiler's models are trained on judgment, not résumés. Through partnerships with expert-led communities across AI, biotech, robotics and GTM hiring, we work directly with the practitioners who define excellence in each field; capturing how they think, decide and evaluate.
Partner Communities
If you run a technical professional community, get in touch and let's see if we can collaborate.
Latest research
Modeling judgment in specialized hiring decisions.
Technical paper; coming soon