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

- Company: True Talent Solutions Partners
- Status: Open
- Workplace: Remote
- Location: Remote
- Level: Staff
- Discipline: Engineering
- Employment: Full-time
- Posted: 2026-11-01
- Skills: Client Roles
- Apply: https://jobs.ashbyhq.com/true-talent-solutions-partners/af0883c0-e386-4a1f-971e-85cd751d9263

## Description

ABOUT THE ROLE

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


WHAT YOU'LL DO

 - Build a pipeline that parses clinical documents, transforms their content, and validates executable modules.

 - Design and refine 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 for clinical fidelity and recommendation correctness.

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

 - Work with clinicians and technical leaders to make exclusions, precedence, recommendations, and source evidence explicit.

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


WHAT WE'RE LOOKING FOR

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

 - Production experience shipping ML or NLP systems, beyond research prototypes.

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

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

 - Abi

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