Senior Member of Technical Staff, Compiler
New
T
True Talent Solutions PartnersClinical AI
Remote, available in Canada and the United States.Full-TimeSenior
Salary250,000 - 400,000 USD per year
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Job Details
- Experience
- Three or more years of relevant experience
- Required Skills
- PythonMachine LearningPyTorchLLM
Requirements
- Have three or more years of relevant experience.
- Have a background in clinical AI or machine learning.
- Have prior experience working at or directly with a frontier AI or machine learning lab.
- Have strong Python skills.
- Have experience with PyTorch, Transformers, and large language models.
- Have experience with static analysis, SMT or SAT solvers, or formal methods.
- Be familiar with healthcare data standards such as FHIR or HL7 v2.
- Have an interest in rigorous evaluation and making the logic behind clinical decisions inspectable.
Responsibilities
- Build a pipeline for converting clinical standards into executable modules using document and layout models, transformation, and validation.
- Design and refine representations for clinical guideline logic.
- Evaluate open and closed models, fine-tuning approaches, and constrained decoding techniques.
- Develop datasets, metrics, benchmarks, and adversarial cases to measure clinical fidelity and recommendation correctness.
- Analyze model failures and turn findings into experiments and improvements to the production compiler.
- Build deterministic validators using static analysis, constraint solving, or formal methods to identify ambiguity, contradictions, and missing source support.
- Work with clinicians and technical collaborators to validate system outputs.
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