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The Role:

  • Build a production compiler that turns clinical standards into verified, traceable decision artifacts.
  • Work with clinicians and technical leadership on validation and system design.

What You'll Do:

  • Parse clinical standards into executable modules using document and layout models.
  • Run experiments on open/closed LLMs, fine-tuning, and constrained decoding, then build deterministic validators.

What We're Looking For:

  • 3+ years of research/industry experience or final-year PhD/postdoc; production Python, PyTorch, Transformers.
  • Experience with LLM evaluation, formal methods, or safety-critical domains; authorized to work remotely in US/Canada.

Undisclosed Healthtech

They build a production compiler that turns clinical standards into verified, traceable decision artifacts for healthcare. The team is research-focused and collaborative, with clinicians and technical leadership working closely; company size is not disclosed.

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