Lighten ยท 1 month ago
Senior/Staff ML Research Engineer
San Mateo, CA
Full-time
Onsite
Senior Level
5+ years expLighten envisions a future where clinical data can drive the next generation of human health breakthroughs. The Senior/Staff ML Research Engineer will research and develop novel machine learning systems tailored for complex healthcare data use cases, collaborating closely with clinical and product engineering teams.
Computer Software
Responsibilities
Research, architect, develop, and validate novel ML systems, including large language models (LLMs), tailored for complex healthcare data use cases
Stay up-to-date with and translate the latest advancements in ML technologies into production use cases
Take ownership of end-to-end ML pipelines and iterate quickly
Collaborate closely with our clinical and product engineering team to make 10X impact
Deploy ML pipelines into cloud environments to ensure scalability, low latency and performance
Qualification
Required
5+ years of professional experience in machine learning, reinforcement learning and/or large language models
Strong knowledge of statistical and deep learning techniques and architectures
Exceptional problem-solving skills and ability to independently tackle challenging problems
An incredible team player who thrives in a lean, super fast-paced environment
Work in person in San Mateo, CA at least 3-4 days a week
Preferred
Extensive experience working with clinical data
A track record of publications in top ML conferences and journals
Benefits
3% company-sponsored 401k contributions
Comprehensive medical, dental and vision insurance for employees and their families
Company
Lighten
At Lighten, we are on a mission to reimagine the value of healthcare data to improve patient outcomes.
2-10 employees
Funding
Current Stage
Early StageCompany data provided by crunchbase