# 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: 2026-11-05
- Skills: Python, Compiler
- Apply: https://jobs.ashbyhq.com/true-talent-solutions-partners/89303c00-c5a3-474a-9eef-b9d780963be7

## Description

ABOUT THE ROLE

Join a healthtech team building a production compiler that turns clinical standards into executable, traceable decision logic. This research-focused role combines experimentation with frontier AI models and engineering work that supports clinical use.


WHAT YOU'LL DO

 - Build pipelines to parse clinical documents and transform their content into validated executable modules.

 - Design and refine a target representation for clinical 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 logical completeness.

 - Analyze model errors and use findings to guide experiments and improve the production compiler.

 - Build deterministic validators using static analysis, constraint solving, or formal methods to surface ambiguity, contradictions, and missing source information.

 - Collaborate with clinicians and company leadership to validate system outputs and guide development.


WHAT WE'RE LOOKING FOR

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

 - Experience shipping production engineering work and ML or NLP systems.

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

 - Production-level experience with Python, PyTorch, and the Transformers ecosystem, plus experience in LLM evaluation, training, or prompt engineering.

 - Ability to communicate failed experiments and uncertainty clear

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