Machine Learning Engineer
Core
Design, develop, and deploy scalable ML software systems to address large-scale challenges in healthcare, specifically synthesizing information from medical records using LLMs.
Role type
Senior Machine Learning Engineer (Healthcare/LLM)
Builds
ML-native enterprise platforms for clinical registry abstraction and chart review automation.
Domain
Healthcare / Large Language Models / Cloud Infrastructure
Deliverable
production ML models
Required skills
Backend software development, Python, Cloud platform development, LLM techniques, Data engineering, System observability, Drift detection, End-to-end ML system design
Preferred skills
0-to-1 development of end-to-end ML systems, Experience with Golang/Rust/Java
Technologies
Python, Golang, Rust, Java, Cloud environments
Responsibilities
Translate start-of-the-art LLM research into production, work with complex clinical data, develop methods to ensure high-quality results for production models, collaborate with product and research teams, ensure robust monitoring and logging for deployed systems.
Seniority
Senior, hands-on IC