Senior Software Engineer, Health and Home Infrastructure
Core
Build and maintain software infrastructure for large-scale machine learning model training, evaluation, and data pipelines for health and fitness products.
Role type
Senior IC machine-learning infrastructure engineer
Builds
ML infrastructure, data pipelines, and platforms for health risk prediction
Domain
Health technology + distributed systems
Deliverable
production ML models
Required skills
software development, large-scale ML infrastructure, distributed systems, systems programming, data pipeline engineering
Preferred skills
C++ or Python, architecting scalable ML pipelines, deep-dive forensics on distributed systems
Technologies
C++, Python, distributed systems frameworks
Responsibilities
Build machine learning infrastructure for large-scale model training and evaluation; Build data pipelines for creating large-scale machine learning datasets of highly sensitive fitness and medical data; Improve and maintain infrastructure for smooth operation and minimal toil; Partner with research teams to bring ML research into products; Advance state of the art in preventive health care by predicting health risks based on fitness and medical data
Seniority
Senior, hands-on IC
