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The Mount Sinai Medical Center is seeking a Postdoctoral Fellow for their sleep and circadian analysis group. This position focuses on integrating AI/ML techniques with sleep research using large-scale multimodal datasets. The candidate will work on developing machine learning models to assist in diagnosing sleep disorders.
Responsibilities include designing experiments, analyzing data, and contributing to high-quality publications. A PhD in a computational field is required, alongside experience in sleep research and clinical studies. The salary range for this position is $72,500 - $80,000 annually.
Salary: The Mount Sinai Health System (MSHS) provides a salary range to comply with the New York City Law on Salary Transparency in Job Advertisements. The salary range for the role is $72,500 - $80,000 annually.
Department: Medicine
Physical work location: 420 Lexington Avenue, Suite 656, New York, NY - 10170
Name PI or Supervisor: Ankit Parekh; Email: ankit.parekh@mssm.edu; Phone: (212) 870-9803
Web link to Lab: https://icahn.mssm.edu/about/departments/medicine/pulmonary/research/sleep-analysis-group
Web link to Department: https://icahn.mssm.edu/about/departments/medicine
Administrative Contact: Daniel Bunger (212-241-6500)
Details of Research Project: The postdoctoral fellow with the sleep and circadian analysis (SCAN) group led by Dr. Parekh will work at the intersection of AI/ML and Sleep. They will work with large‑scale, multimodal sleep datasets, including polysomnography, actigraphy, wearable signals, and clinical EHR data, to build and validate state‑of‑the‑art machine learning models. The work is both technically ambitious and clinically meaningful, with direct implications for diagnosing and treating sleep disorders such as insomnia, sleep apnea, and circadian rhythm disorders. Fellow will also be responsible for developing pipelines for integration of the built models into clinical pipelines at Mount Sinai.
Technical Duties:
Educational and other requirements for the position:
Experience required:
Goals/outcomes of the research project: The goal of this research is to deepen our understanding of how sleep disorders interact with various clinical comorbidities, including cardiovascular disorders, mortality, dementia, and others. The outcomes of this research will include the dissemination of findings to the scientific community, which may pave the way for novel approaches to disease intervention and therapy.
The Mount Sinai Health System is an equal opportunity employer, complying with all applicable federal civil rights laws. We do not discriminate, exclude, or treat individuals differently based on race, color, national origin, age, religion, disability, sex, sexual orientation, gender, veteran status, or any other characteristic protected by law. We are deeply committed to fostering an environment where all faculty, staff, students, trainees, patients, visitors, and the communities we serve feel respected and supported. Our goal is to create a healthcare and learning institution that actively works to remove barriers, address challenges, and promote fairness in all aspects of our organization.
The MSHS provides salary ranges that comply with the New York City Law on Salary Transparency in Job Advertisements. The salary range for the role is $72,500 - $80,000 annually. Actual salaries depend on a variety of factors, including experience, education, and operational need. The salary range or contractual rate listed does not include bonuses, incentives, differential pay, or other forms of compensation or benefits.