Member of Technical Staff, Compiler
True Talent Solutions Partners · Remote
ABOUT THE ROLE
Join a healthtech team building a compiler that converts clinical standards into verified, traceable decision logic for use in patient care. This research-focused role combines experiments with frontier models and production engineering, with a direct impact on clinical decision support.
WHAT YOU'LL DO
- Build and improve pipelines that parse clinical documents and transform their contents into validated, executable modules.
- Design and refine representations for guideline logic, including exclusions, precedence, and recommendations.
- Run experiments across open and closed models, fine-tuning approaches, and constrained decoding methods.
- Develop benchmarks, datasets, metrics, and adversarial cases to assess clinical fidelity, logical completeness, and recommendation correctness.
- Work with clinicians to evaluate outputs and turn model failures into hypotheses, experiments, and system improvements.
- Build deterministic validators using static analysis, constraint solving, or formal methods to surface ambiguity, contradiction, and missing source support.
WHAT WE'RE LOOKING FOR
- At least 3 years of relevant research or industry experience, or final-year PhD or postdoctoral experience.
- Production experience shipping ML or NLP systems, beyond research prototypes.
- A bachelor's degree or higher in computer science, machine learning, mathematics, or a related technical field.
- Production-level Python, PyTorch, and Transformers ecosystem skills, plus experience evaluating, training, or prompting LLMs.
- Clear written communication about failed experiments, uncertainty, and evidence; a habit of validating plausible model outputs.
- Experience in a frontier AI lab, and authorization to work remotely in Canada or the United States. Visa sponsorship is not available.
- Compiler, program synthesis, formal methods, static analysis, IR, constraint solving, SAT/SMT, or DSL experience is valuable, as is work in healthcare or another safety-critical or regulated domain.
- Comfort working across disciplines and with ambiguity, and willingness to attend in-person offsites multiple times per year.
COMPENSATION & BENEFITS
Base salary: $250,000 to $400,000 USD annually. Visa sponsorship is not available.
LOCATION
Remote, with the primary location in Canada. Candidates authorized to work remotely in Canada or the United States may be considered.