Senior Member of Technical Staff, Compiler
T
True Talent Solutions PartnersClinical AI
Remote role, with a primary location in Canada.Full-TimeSenior
Salary250,000 - 400,000 USD per year
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Job Details
- Experience
- At least 3 years of research or industry experience, or final-year PhD or postdoctoral experience.
- Required Skills
- PythonMachine LearningPyTorchNLPPrompt Engineering
Requirements
- Have at least 3 years of research or industry experience, or final-year PhD or postdoctoral experience.
- Have production experience shipping ML or NLP systems.
- Bring strong Python, PyTorch, and Transformers skills.
- Have experience with LLM evaluation, training, or prompt engineering.
- Communicate experiments and uncertainty clearly in writing.
- Hold a bachelor's degree or higher in computer science, machine learning, mathematics, or a related technical field.
- Be comfortable with ambiguity and cross-disciplinary collaboration.
- Be available for in-person team offsites several times per year.
Responsibilities
- Build pipeline components for parsing clinical documents, transforming their content, and validating executable modules.
- Design and iterate on representations for guideline logic, including exclusions, precedence, and recommendations.
- Run experiments with open and closed models, fine-tuning, and constrained decoding.
- Develop benchmarks, metrics, and adversarial cases to assess clinical fidelity, logical completeness, and recommendation correctness.
- Work with clinicians to investigate model failures and improve the production compiler.
- Build deterministic validators using static analysis, constraint solving, or formal methods to expose ambiguity and contradiction.
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