Research Engineer (Fully Remote)

Not specified; United States; Remote; USD 120,000 - 180,000; Full time

Job summary

Not specified is seeking a candidate to develop a compiler that converts clinical guidelines into structured, executable decision logic. The role involves collaboration with clinicians and tech leadership in a research-focused team with production engineering stakes.

You will build pipelines to parse clinical documents, validate modules, and experiment with open/closed models and fine-tuning strategies, while crafting adversarial tests and validators to ensure reliability.

Qualifications

• At least 3 years of experience or final-year PhD/postdoc.
• Strong Python, PyTorch, and Transformers production skills.
• Background in compilers, formal methods, or healthcare is beneficial.

Responsibilities

• Build pipelines for parsing clinical documents and validating executable modules.
• Run experiments across open and closed models and fine-tuning approaches.
• Create adversarial test cases and deterministic validators.

Skills

Python

PyTorch

Transformers

Job description

• Build a compiler that turns clinical guidelines into structured, executable logic.
• Work across research and production with clinicians and technical leadership.

What you'll do:

• Build pipelines for parsing clinical documents and validating executable modules.
• Run experiments across open and closed models and fine-tuning approaches.
• Create adversarial test cases and deterministic validators.

What we're looking for:

• At least 3 years of experience or final-year PhD/postdoc.
• Strong Python, PyTorch, and Transformers production skills.
• Background in compilers, formal methods, or healthcare is beneficial.

Not specified

They build a compiler that turns clinical guidelines into structured, executable decision logic for healthcare. The team is research-focused with production engineering stakes, working closely with clinicians and technical leadership.