Member of Technical Staff, Compiler

About the Role

Join a healthtech team building a production compiler that turns clinical standards into executable, traceable decision logic. This research-focused role combines rigorous experimentation with production engineering to improve the reliability of clinical AI systems.

What You'll Do

• Build a pipeline to parse clinical standards, transform their content, and validate executable modules.

• Design and refine a target syntax for representing guideline logic.

• Evaluate open and closed models, fine-tuning approaches, and constrained decoding techniques.

• Develop benchmarks, metrics, and adversarial cases for source fidelity, logical completeness, and recommendation correctness.

• Analyze model failures and turn them into research hypotheses, experiments, and improvements to the production compiler.

• Develop deterministic validators using static analysis, constraint solving, or formal methods to identify ambiguity, contradiction, and missing source information.

• Collaborate with clinicians and technical teammates to validate clinical logic and system outputs.

What We're Looking For

• At least 3 years of research or industry experience, or final-year PhD or postdoctoral experience.

• Experience shipping ML or NLP systems to production, in addition to research work.

• A bachelor's degree or higher in computer science, machine learning, mathematics, or a related technical field.

• Production-level Python, PyTorch, and Transformers experience, plus experience with LLM evaluation, training, or prompt engineering.

• Clear written communication about failed experiments and uncertainty, and a track record of validating model outputs rather than assuming they are correct.

• Experience in compilers, program synthesis, formal methods, static analysis, or a regulated or safety-critical domain is valuable.

• Knowledge of intermediate representation design, constraint solving, SAT/SMT, or domain-specific languages is a plus.

• Comfort collaborating across disciplines, working through ambiguity, and attending in-person offsites several times per year.

• Must be authorized to work in the United States or Canada. Visa sponsorship is not available.

Compensation & Benefits

Base salary range: $250,000 to $400,000 USD annually. Visa sponsorship is not available.

Location

Remote role based in Canada, with candidates in the United States also considered.