Postdoctoral Fellow-MSH-32910-014

Mount Sinai Morningside; New York (NY); On-site; USD 72,000 - 80,000; Full time

Job summary

Mount Sinai Morningside invites applications for a Postdoctoral Fellow in Artificial Intelligence. This role focuses on leveraging reinforcement learning techniques applied to electronic health records, aiming to advance clinical care and improve patient outcomes. Candidates will engage in cutting-edge research with access to extensive data resources in a supportive environment for professional growth.

Benefits

Eligibility for affordable housing

Visa sponsorship available

Qualifications

• Research experience in AI, particularly reinforcement learning, is crucial.
• PhD candidates with a strong computational background preferred.

Responsibilities

• Develop research projects focused on AI applications in clinical care.
• Utilize extensive patient data for model deployment.

Skills

Reinforcement Learning

Causal Machine Learning

Deep Learning

Data Science

Machine Learning

Python

R

Education

PhD in a related field

Job description

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Description

Job Description

We are seeking applications for a Postdoctoral Research Fellowship in Artificial Intelligence (AI) with a focus on Reinforcement Learning, particularly in applications to electronic health records (EHR) and clinical care. This fellowship will be jointly hosted by the Charles Bronfman Institute for Personalized Medicine and the Division of Data Driven and Digital Medicine at the Icahn School of Medicine at Mount Sinai in New York, NY.

Our institutions are dedicated to advancing precision medicine through cutting-edge AI techniques. Key research areas of interest include, but are not limited to: multimodal data integration, deep learning for disease outcome prediction and personalized treatment recommendations, causal machine learning and reinforcement learning for data-driven management strategies, AI-powered clinical decision support systems, and converting real-world data into actionable evidence for regulatory purposes. We are particularly focused on applications in critical care medicine, including fields such as critical care nephrology, cardiology, and nutrition.

Dr. Ankit Sakhuja and Dr Girish Nadkarni will jointly supervise the successful candidate. The candidate will have the opportunity to work with unparalleled data and computational resources. Data resources include (a) Access to >10 million patient records in the Mount Sinai Data Warehouse with multi-modal data; (b) The Mount Sinai Million health Discoveries Program with >100,000 patients with whole exome sequencing data linked to longitudinal clinical data; (c) Ability to deploy the models into clinical care.. He or she will have the opportunity to develop their own research projects and to lead or participate in local as well as international collaborations. As advisors, we actively encourage the professional development of our lab members and facilitate presentation of exciting findings in pioneering conferences.

Responsibilities

Information on the Postdoctoral Training Program at Mount Sinai:http://icahn.mssm.edu/education/postdoctoral-training. To learn more about the Icahn School of Medicine at Mount Sinai: http://icahn.mssm.edu.Incoming postdoctoral fellows are eligible for affordable Mount Sinai Housing within walking distance of the medical school and of a wide range of amenities as well as visa sponsorship on a case-by-case basis.

Qualifications

About Our Organization: The Icahn School of Medicine at Mount Sinai is internationally recognized as a leader in groundbreaking clinical and basic science research and is known for its innovative approach to medical education. With a faculty of more than 3,400 in 38 clinical and basic science departments and centers, Mount Sinai ranks among the top 20 medical schools in receipt of National Institutes of Health grants. In its 2015 "America’s Best Graduate Schools" issue, U.S. News & World Report ranks the Icahn School of Medicine 14th out of 130 medical schools nationwide. Mount Sinai Medical Center is an equal opportunity/affirmative action employer. We recognize the power and importance of a diverse employee population and strongly encourage applicants with various experiences and backgrounds. Mount Sinai Medical Center--An EEO/AA-D/V Employer.

Keywords: Reinforcement Learning, Causal Machine Learning, Deep Learning, Transformers, Genomics, Genetics, DNA, Imaging, Artificial Intelligence, Multi-omics, Electronic Health Records, Electronic Medical Records, Common Data Models, Causal Inference, Network Biology, Time Series Analysis, Predictive modeling, Machine Learning, Data Science, Generative Modeling, Clustering, R, Python, Precision Medicine, Personalized Medicine.

Employer Description

Strength through Unity and Inclusion

The Mount Sinai Health System is committed to fostering an environment where everyone can contribute to excellence. We share a common dedication to delivering outstanding patient care. When you join us, you become part of Mount Sinai’s unparalleled legacy of achievement, education, and innovation as we work together to transform healthcare. We encourage all team members to actively participate in creating a culture that ensures fair access to opportunities, promotes inclusive practices, and supports the success of every individual.

At Mount Sinai, our leaders are committed to fostering a workplace where all employees feel valued, respected, and empowered to grow. We strive to create an environment where collaboration, fairness, and continuous learning drive positive change, improving the well-being of our staff, patients, and organization. Our leaders are expected to challenge outdated practices, promote a culture of respect, and work toward meaningful improvements that enhance patient care and workplace experiences. We are dedicated to building a supportive and welcoming environment where everyone has the opportunity to thrive and advance professionally. Explore this opportunity and be part of the next chapter in our history.

About The Mount Sinai Health System

Mount Sinai Health System is one of the largest academic medical systems in the New York metro area, with more than 48,000 employees working across eight hospitals, more than 400 outpatient practices, more than 300 labs, a school of nursing, and a leading school of medicine and graduate education. Mount Sinai advances health for all people, everywhere, by taking on the most complex health care challenges of our time — discovering and applying new scientific learning and knowledge; developing safer, more effective treatments; educating the next generation of medical leaders and innovators; and supporting local communities by delivering high-quality care to all who need it. Through the integration of its hospitals, labs, and schools, Mount Sinai offers comprehensive health care solutions from birth through geriatrics, leveraging innovative approaches such as artificial intelligence and informatics while keeping patients’ medical and emotional needs at the center of all treatment. The Health System includes more than 9,000 primary and specialty care physicians; 13 joint-venture outpatient surgery centers throughout the five boroughs of New York City, Westchester, Long Island, and Florida; and more than 30 affiliated community health centers. We are consistently ranked by U.S. News & World Report's Best Hospitals, receiving high "Honor Roll" status, and are highly ranked: No. 1 in Geriatrics, top 5 in Cardiology/Heart Surgery, and top 20 in Diabetes/Endocrinology, Gastroenterology/GI Surgery, Neurology/Neurosurgery, Orthopedics, Pulmonology/Lung Surgery, Rehabilitation, and Urology. New York Eye and Ear Infirmary of Mount Sinai is ranked No. 12 in Ophthalmology. U.S. News & World Report’s “Best Children’s Hospitals” ranks Mount Sinai Kravis Children's Hospital among the country’s best in several pediatric specialties. The Icahn School of Medicine at Mount Sinai is ranked No. 11 nationwide in National Institutes of Health funding and in the 99th percentile in research dollars per investigator according to the Association of American Medical Colleges. Newsweek’s “The World’s Best Smart Hospitals” ranks The Mount Sinai Hospital as No. 1 in New York and in the top five globally, and Mount Sinai Morningside in the top 20 globally.

Equal Opportunity Employer

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.

Compensation

The Mount Sinai Health System (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 $72500 - $80000 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/incentive, differential pay or other forms of compensation or benefits.

Seniority level

• Seniority level

  Internship

Employment type

• Employment type

  Full-time

Job function

• Job function

  Research, Analyst, and Information Technology

• Industries

  Hospitals and Health Care

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