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Machine Learning Research Scientist (Health & Sensing)
Machine Learning Research Scientist (Health & Sensing)Eight Sleep • San Francisco, CA, United States
Machine Learning Research Scientist (Health & Sensing)

Machine Learning Research Scientist (Health & Sensing)

Eight Sleep • San Francisco, CA, United States
12 days ago
Job type
  • Full-time
Job description

Overview

Machine Learning Research Scientist (Health & Sensing) at Eight Sleep. We are seeking researchers passionate about using AI & ML to transform sensor data into personalized intelligent health & fitness experiences. The role involves working with heart rate, heart rate variability, sleep, and other metrics to drive data-driven health outcomes, in collaboration with a cross-functional R&D and production team.

Responsibilities

  • Work on projects such as :
  • Autopilot Thermoregulation : Advance the Pod’s adaptive thermoregulation system, designing policies that optimize comfort and sleep quality in real time through reinforcement learning and closed-loop control.
  • Health Foundation Modeling : Develop a multimodal health foundation model integrating physiology and environmental context using Pod signals, wearable sensors, and contextual data, leveraging large-scale sleep data.
  • Develop behavioral simulations : Build a high-fidelity physiological simulator that models how daily behaviors affect sleep and readiness, creating an always-on model of healthy aging from Pod biosignals and continuous physiological data.

What You'll Need To Succeed

  • Expertise in at least one area of machine learning and artificial intelligence (e.g., self-supervised learning, multi-modal ML, model optimization, NLP, LLM)
  • Strong interest in applying ML to health-related problems and data
  • Experience programming (Python, C / C++ or similar) to manipulate data, extract insights, and train ML models
  • 3+ years of practical ML experience solving real-world problems or relevant quantitative / qualitative research and analytics experience
  • PhD in Computer Science, Machine Learning, AI, Statistics, Mathematics, or related quantitative field with publications; or BS / MS with publications at top venues (e.g., NeurIPS, ICML, ICLR, AAAI, CVPR, ICCV, ACL, EMNLP, INTERSPEECH)
  • Why join Eight Sleep?

  • Innovation in a culture of excellence : Pod-driven sleep innovation and a fast-paced, high-impact environment
  • Immediate responsibility and accelerated career growth : ownership from day one in a small, mission-driven team
  • Collaboration with exceptional talent : work alongside engineers and researchers dedicated to breakthroughs
  • Equitable compensation and continuous equity investment : equity participation with performance-based refreshes
  • Perks and benefits : Pod for every employee and additional benefits; Eight Sleep is an equal opportunity employer
  • Seniority level

  • Mid-Senior level
  • Employment type

  • Full-time
  • Job function

  • Other
  • Industries : Consumer Electronics
  • #J-18808-Ljbffr

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