Staff Machine Learning Engineer (health)

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

Staff Machine Learning Engineer at WHOOP, a health and fitness wearable company. This role focuses on designing, building, and productionizing ML systems for personalized health insights, operating at the intersection of SaMD, ML, backend engineering, and cloud infrastructure. Requires strong coding, system design, and experience with regulated software environments.

Skills

Required

  • ML systems design
  • ML productionization
  • backend engineering
  • cloud infrastructure
  • robust, scalable, and reliable ML solutions
  • physiological and behavioral data streams
  • regulatory, quality, and clinical strategy collaboration
  • strong coding skills
  • system design
  • production-ready ML services

Nice to have

  • women's health
  • longevity research
  • emerging health insights

What the JD emphasized

  • software as a medical device (SaMD)
  • regulated software
  • quality-managed framework

Other signals

  • productionize ML systems
  • deliver meaningful, personalized health insights
  • deploying robust, scalable, and reliable ML solutions
  • collaborating with crossfunctional teams that own regulatory, quality, and clinical strategy
  • algorithms are developed with the rigor required for regulated software
  • strong coding skills
  • system design
  • deliver production-ready ML services within a quality-managed framework