Compiled Health - Member of Technical Staff, Compiler (Remote)

Role overview Research how AI systems can reliably transform clinical standards into precise, executable guidance, then bring the strongest methods into a clinical compiler used in public healthcare. The role combines experimentation with language models and the design of representations, benchmarks, and deterministic checks so clinical logic remains traceable and inspectable.

Responsibilities - Build document-processing pipelines that parse clinical standards, transform their content, and validate resulting modules. - Design a representation for guideline logic, including recommendations, exclusions, and precedence. - Compare model approaches, including open and closed models, fine-tuning, and constrained decoding. - Create benchmarks and adversarial cases to assess fidelity to sources, logical completeness, and correctness of recommendations; analyze errors. - Develop deterministic checks using static analysis, constraint solving, or formal methods to identify ambiguity, contradictions, and missing source guidance. - Work with clinicians who review outputs, using model failures to shape new experiments and system improvements.

Requirements - At least 3 years of research or industry experience, or be in the final year of a PhD or completing a postdoctoral appointment. - Strong Python skills and experience with PyTorch and transformer-based language models. - Ability to conduct rigorous experiments and evaluate model outputs against clinical sources. - Based in the US or Canada; generally requires US citizenship or permanent residency, with possible visa exceptions for candidates from frontier research labs.

Nice to have - Publications in clinical AI are strongly preferred. - Experience with static analysis, SMT/SAT solvers, FHIR, or HL7 v2.

Benefits and work setup - Remote within the US or Canada, with team offsites several times a year. - Base salary of $250,000–$400,000 plus equity. The cash-to-equity mix is flexible; health, dental, vision, flexible paid time off, and paid parental leave are included.