Senior Machine Learning Engineer, Health

Whoop Whoop · Consumer · Boston, MA · Machine Learning & Research

Senior Machine Learning Engineer on the Health team at WHOOP, responsible for designing, building, and productionizing ML systems that deliver personalized health metrics. The role focuses on applying ML to physiological and behavioral data for health insights, requiring strong coding, system design, and deployment skills for scalable ML services.

What you'd actually do

  1. Design, build, and productionize ML systems that deliver meaningful, personalized health metrics to millions of members.
  2. Work at the intersection of data science, backend engineering, and cloud infrastructure—deploying robust, scalable, and reliable ML solutions built on physiological and behavioral data streams.
  3. Emphasize strong coding skills, system design, and the ability to deliver production-ready ML services.

Skills

Required

  • Machine Learning
  • Data Science
  • Backend Engineering
  • Cloud Infrastructure
  • System Design
  • Coding

Nice to have

  • Physiological data
  • Behavioral data

What the JD emphasized

  • productionize ML systems
  • deliver production-ready ML services

Other signals

  • productionize ML systems
  • deliver meaningful, personalized health metrics
  • deploying robust, scalable, and reliable ML solutions
  • strong coding skills
  • system design
  • deliver production-ready ML services