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

- Company: True Talent Solutions Partners
- Status: Open
- Workplace: Remote
- Location: Remote
- Level: Staff
- Discipline: AI & ML
- Employment: Full-time
- Posted: 2026-11-03
- Skills: compiler, clinical standards, AI
- Apply: https://jobs.ashbyhq.com/true-talent-solutions-partners/86448ae2-6302-4bf5-b527-8949414e1b14

## Description

ABOUT THE ROLE

Join a health technology team building a production compiler that turns clinical standards into executable, verifiable decision logic. This research-focused role combines rigorous experimentation with production engineering to improve the reliability and traceability of clinical AI.


WHAT YOU'LL DO

 - Build a pipeline to parse clinical standards and transform them into validated executable modules.

 - Design and refine a target syntax for representing guideline logic.

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

 - 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.

 - Build deterministic validators using static analysis, constraint solving, or formal methods to expose ambiguity, contradiction, and missing source guidance.

 - Collaborate with clinicians and technical leaders to validate outputs and ensure traceability to source material.


WHAT WE'RE LOOKING FOR

 - At least 3 years of research or industry experience, or final-year PhD or postdoctoral experience.

 - A bachelor's degree or higher in computer science, machine learning, mathematics, or a related technical field.

 - Production experience shipping ML or NLP systems, including engineering work beyond research roles.

 - Strong Python, PyTorch, and Transformers ecosystem skills, with experience in LLM evaluation, training, or prompt engineering.

 - Experience validat

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