Build scalable data-generation pipelines that prioritize robustness, reproducibility, and quality across diverse behavioral, physiological, and health signals.
Research, prototype, and implement novel ML architectures for large-scale time-series modeling of behavioral, physiological, and health data.
Develop and maintain high-throughput training pipelines to accelerate model iteration.
Design comprehensive evaluation strategies for model performance and clinical validity.
Partner with engineering, product, and design teams to productionize models and communicate complex health information to Oura members.
Help plan our medium- and long-term R&D roadmap, balancing innovation with iterative product delivery.
Requirements
Have a PhD in biomedical engineering, electrical engineering, biostatistics, computer science or a related field, OR a Master degree in related fields with 3+ years of relevant work experience. Healthcare or health tech experience is preferred.
1–3 years of industry experience in applied ML/AI within product and/or clinical settings.
Hands-on experience developing and deploying large time-series models on sequential physiological/wearable, health, or behavioral data.
Strong programming skills in Python and familiarity with cloud-based ML tools (e.g., AWS, GitHub, PyTorch, Docker).
Deep understanding of experimental design and model/outcome evaluation methodologies.
Self-starter with a vision-driven mindset.
Excellent collaboration and communication skills; thrive in cross-functional teams.
(Bonus) Background or experience in behavioral science or behavior-driven health outcome research/clinical practice.
(Bonus) Experience shipping ML models in production and conducting real-world validation.
Benefits
Competitive salary and equity packages
Health, dental, vision insurance, and mental health resources
An Oura Ring of your own plus employee discounts for friends & family
20 days of paid time off plus 13 paid holidays plus 8 days of flexible wellness time off
Paid sick leave and parental leave
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.