[Hiring] Member of Technical Staff @Compiled Health

Role Description

The compiler is the heart of Compiled Health: the pipeline that converts clinical standards into executable decision artifacts. Our founding thesis is that reasoning does not run on language: however capable frontier models become, the logic reaching a clinical decision must arrive in a form a clinician can inspect. So the models do their heaviest work at compile time, under scrutiny.

This is a research role with production stakes. You will study how far frontier models can be pushed in extracting, structuring, and proving clinical logic; design the experiments that settle what works; and ship the winning approach into the pipeline. What you build deploys to real clinics and is validated by clinicians who stake their license on the outputs.

What You'll Do

• Develop the pipeline that converts clinical standards into executable modules: parsing (document and layout models, OCR), transformation, validation.
• Design and iterate on our target syntax for guideline logic.
• Run experiments on open vs closed models, fine-tuning, and constrained decoding.
• Co-design our benchmarks: datasets, metrics, and error analysis for clinical fidelity.
• Work directly with the founders and the clinicians who validate your outputs.

Qualifications

• 3+ years shipping ML or ML-adjacent systems to production.
• Graduate degree in CS, ML, Statistics, or a related field (PhD preferred, or equivalent research or industry experience).
• Strong Python engineering (testing, modular design) and proficiency with a deep learning framework (PyTorch, Transformers).
• Extreme ownership of every step of your work.
• Comfort going 0 to 1 on difficult problems in a small, fast-paced team.

Requirements

• Applied research: publications or open-source work.
• Interest in healthcare or safety-critical systems, and a personal reason to care.
• Comfort working across the stack to carry research prototypes into production systems.

Benefits

• Health, dental, and vision benefits.
• Flexible PTO.
• Paid parental leave.

Logistics

• Location: This role is remote, with offsites multiple times per year.
• Work authorization: You must be eligible to work in the United States or Canada. We are not able to sponsor visas at this time.