Postdoctoral Fellow-MSH-32910-015

Mount Sinai; New York (NY); On-site; USD 81,000 - 99,000; Full time

Job summary

Mount Sinai is seeking a Postdoctoral Fellow to advance AI in healthcare, focusing on predictive models for cardiovascular and cognitive health using EHR and biobank data. The role includes leveraging NLP and deep learning to harmonize phenotypic variables for the DORIAN GRAY project.

You will apply large language models to extract cognitive scores from clinical notes, build robust models, and collaborate with clinicians, data scientists, and informaticians.

Qualifications

• PhD in Biomedical Informatics, Computer Science, Computational Biology, or related field.
• Experience in healthcare AI, biomedical NLP, and multi-modal data integration.
• Proficiency in Python and machine learning frameworks.
• Familiarity with EHR systems, medical coding, and large-scale clinical datasets.
• Strong publication record in relevant research areas.

Responsibilities

• Apply large language models for cognitive score extraction from clinical notes.
• Build and validate predictive models using EHR and genomic data.
• Conduct phenotype creation and feature engineering for model optimization.
• Collaborate with multidisciplinary teams across clinical, informatics, and data science domains.
• Publish research findings in high-impact journals and present at scientific conferences.

Skills

NLP & AI in healthcare

Multi-modal data integration

Python

Large-scale clinical data

Publication record

Education

PhD in Biomedical Informatics / Computer Science / Computational Biology

Tools

Python

Machine Learning Frameworks

Job description

Job Description

Position: Postdoctoral Fellow – AI in Healthcare

Salary: $90,000/year

Location: Icahn School of Medicine at Mount Sinai, New York, NY

Lab Website: https://icahn.mssm.edu/about/artificial-intelligence

Overview:

The Icahn School of Medicine at Mount Sinai seeks a Postdoctoral Fellow to join its Artificial Intelligence & Human Health initiative, focusing on predictive modeling for cardiovascular disease (CVD) and mild cognitive impairment (MCI) using EHR and biobank data. This position will leverage advanced NLP and deep learning to extract and harmonize phenotypic variables from unstructured and structured data for the DORIAN GRAY project.

Qualifications

Qualifications:

• PhD in Biomedical Informatics, Computer Science, Computational Biology, or related field.

• Experience in healthcare AI, biomedical NLP, and multi-modal data integration.

• Proficiency in Python and machine learning frameworks.

• Familiarity with EHR systems, medical coding, and large-scale clinical datasets.

• Strong publication record in relevant research areas.

Responsibilities

• Apply large language models for cognitive score extraction from clinical notes.

• Build and validate predictive models using EHR and genomic data.

• Conduct phenotype creation and feature engineering for model optimization.

• Collaborate with multidisciplinary teams across clinical, informatics, and data science domains.

• Publish research findings in high-impact journals and present at scientific conferences.

About Us

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 Statement

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 $72500 - $80000 Annually. Actual salaries depend on a variety of factors, including experience, education, and hospital need. The salary range or contractual rate listed does not include bonuses/incentive, differential pay or other forms of compensation or benefits.