Engineering Manager, Machine Learning
Core
Building an AI layer to synthesize information from medical records using LLMs, accelerating clinical registry abstraction for health systems.
Role type
Senior IC Machine Learning Engineering Manager (Health Tech)
Builds
ML-native enterprise platforms for healthcare chart review and clinical data abstraction
Domain
Healthcare / Large Language Models / Medical Records
Deliverable
production ML models
Required skills
Model development, training workflows, data pipeline design, evaluation methodology, production deployment, Python, ML infrastructure, observability, team leadership, strategic planning
Preferred skills
LLMs, NLP, early-stage startup experience
Technologies
Python, LLMs
Responsibilities
Provide technical leadership and management to a small team of ML Engineers and Scientists; Drive end-to-end ML system development from problem definition to production deployment; Craft and drive the ML technical agenda with cross-functional partners; Lead rigorous experimentation and model evaluation for clinical-grade performance; Integrate and scale models in production while optimizing inference efficiency; Establish best practices in modeling, code quality, and reproducibility; Recruit and cultivate technical talent.
Seniority
Senior, hands-on IC with management responsibilities