(Senior) Machine Learning Research Engineer, Healthcare Data - Remote

(Senior) Machine Learning Research Engineer, Healthcare Data II - Remote Pay: $157,250.00 - $240,000.00 / year Employment type: Full-Time Job Description Join employer and be part of a high-growth biotech company revolutionizing cancer detection. With a multiomics platform and machine learning, we aim to detect cancer in its earliest stages. As a Senior Machine Learning Research Engineer, you will lead the development of ML modeling pipelines, optimize existing pipelines, and collaborate with cross-functional teams to translate algorithms into production-grade ML pipelines. If you are passionate about making a positive impact on patients' lives and have a strong background in ML and software engineering, this is the opportunity for you. What you'll do: Lead the engineering direction and development of ML modeling pipelines for electronic healthcare records Optimize pipelines for high-performance data transformation and preprocessing Partner with risk modeling scientists, biostatisticians, and clinical and business specialists to translate algorithms into production-grade ML pipelines Collaborate with platform engineering teams to build and train ML models Take a mindful, transparent, and humane approach to work Must-haves: MS or equivalent research experience in a relevant, quantitative field 5+ years of industry experience in ML and software engineering Strong knowledge of ML fundamentals Expertise in building ML pipelines and training models in production environments Practical and theoretical understanding of models and algorithms Proficiency in one or more ML frameworks Nice to haves: Deep domain-specific experience in electronic healthcare data Experience in scaling proof of concept implementations to robust ML engineering pipelines Experience in distributed model training using Pytorch and/or Ray Experience in a production software engineering environment Experience with containerized cloud computing environments Additional Information: This position is open to remote within the US or onsite at our headquarters in South San Francisco, CA. The US target range of our base salary for new hires is $157,250 - $240,000. Freenome is an equal opportunity employer and values diversity. Discrimination is not tolerated. About the company Freenome is a biotechnology company based in South San Francisco that has pioneered the most comprehensive multiomics platform for early cancer detection with a simple blood test. #J-18808-Ljbffr