# Member of Technical Staff, Compiler at True Talent Solutions Partners

- Company: True Talent Solutions Partners
- Status: Closed
- Workplace: Remote
- Location: Remote
- Level: Staff
- Discipline: AI & ML
- Employment: Full-time
- Posted: 2026-11-04
- Skills: compiler, clinical standards, executable decision logic
- Apply: https://jobs.ashbyhq.com/true-talent-solutions-partners/987bccc5-d73a-4691-a73f-86ba92a71801

## Description

ABOUT THE ROLE

Join a healthtech team developing a compiler that turns clinical standards into executable, traceable decision logic used in public healthcare. This research-focused role has production impact, combining experiments with frontier models and engineering work to improve clinical accuracy and reliability.


WHAT YOU'LL DO

 - Build and improve pipelines that parse clinical documents and transform standards into validated executable modules.

 - Design and iterate on a target syntax for representing guideline logic.

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

 - Develop benchmarks, datasets, metrics, and adversarial cases to assess clinical fidelity and recommendation correctness.

 - Analyze model errors and turn findings into experiments and improvements to the production compiler.

 - Create deterministic validators using static analysis, constraint solving, or formal methods to surface ambiguity and contradictions.

 - Collaborate with clinicians and technical leaders to validate system outputs and clarify clinical logic.


WHAT WE'RE LOOKING FOR

 - At least 3 years of research or industry experience, or final-year PhD or postdoctoral experience, with a track record of production engineering beyond research work.

 - Experience shipping ML or NLP systems to production and 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

More True Talent Solutions Partners roles: https://deviantjobs.com/companies/true-talent-solutions-partners