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 dataExperience programming (Python, C / C++ or similar) to manipulate data, extract insights, and train ML models3+ years of practical ML experience solving real-world problems or relevant quantitative / qualitative research and analytics experiencePhD 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 environmentImmediate responsibility and accelerated career growth : ownership from day one in a small, mission-driven teamCollaboration with exceptional talent : work alongside engineers and researchers dedicated to breakthroughsEquitable compensation and continuous equity investment : equity participation with performance-based refreshesPerks and benefits : Pod for every employee and additional benefits; Eight Sleep is an equal opportunity employerSeniority level
Mid-Senior levelEmployment type
Full-timeJob function
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