Meta Health team is looking to develop and execute digital health projects aimed at empowering people to live healthy lives throughout the world, specifically focusing on improving sleep health outcomes through novel digital approaches.
Requirements
- Experience in data review for quality assurance and sleep study interpretation, including tasks such as manual review, annotation, and labeling
- Experience in health optimization for sleep wellness and in the diagnosis and management of sleep disorders (e.g. sleep disordered breathing, insomnia, circadian rhythm disturbances)
- Expertise in sleep study design and methodology (e.g. polysomnography) for digital product development
- Proficient in interpreting complex data analysis results in order to build products that help users understand and improve their sleep health
- Relevant clinical and/or research and/or product experience in sleep health / sleep outcomes
- Proven understanding of study design and methodology, including experimental design and observational studies
- Familiarity with digital health and/or consumer health sleep technologies
Responsibilities
- Design and implement studies for primary data collection, with the goal of building and validating machine learning models
- Engage directly with data collection to develop and implement best practice data quality methods, including site visits as needed
- Ensure that data quality meets the requirements needed for robust product development
- Oversee scoring and interpretation of sleep-related study results, such as PSG
- Collaborate with quantitative scientists and machine learning engineers to extract insights from complex data sets
- Work closely with cross-functional teams across the entire product lifecycle to drive development
- Prioritize tasks in a fast-paced environment with time-sensitive deadlines
Other
- MD and/or PhD board certified in sleep medicine, with 10+ years experience
- Collaboration experience with cross-functional teams
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
- Understanding of lifestyle and behaviors on human physiology
- Experience with human subjects research IRBs and/or regulatory submissions for digital health technologies and/or innovative medical or health devices
- Prior experience in health technology, digital medicine, consumer health and/or innovative sleep technologies
- Meta is proud to be an Equal Employment Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. We also consider qualified applicants with criminal histories, consistent with applicable federal, state and local law. Meta participates in the E-Verify program in certain locations, as required by law. Please note that Meta may leverage artificial intelligence and machine learning technologies in connection with applications for employment.
- Meta is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance or accommodations due to a disability, please let us know at accommodations-ext@fb.com.
