Postdoctoral Fellow-MSH-32910-034

Mount Sinai; New York (NY); On-site; USD 75,000 - 80,000; Full time

Job summary

Mount Sinai invites applications for a Postdoctoral Data Science Research Fellowship in Artificial Intelligence focused on cardiovascular applications in New York City. The role centers on waveforms, EHR data, and clinical care, with opportunities to develop AI-driven decision support systems.

The successful candidate will work with a multidisciplinary team of data scientists, engineers, and clinicians, contributing to impactful, scalable, and clinically meaningful research with strong

Qualifications

• PhD/MD-PhD in quantitative science field required.
• Strong ML experience with CNNs, Transformers, ECG embeddings, and GNNs.
• Proficiency in Python and statistical software.
• Publication record preferred.
• Excellent English communication.

Responsibilities

• Apply deep learning to cardiovascular data and novel device technologies.
• Collaborate with data scientists, engineers, and clinicians to develop scalable solutions.
• Publish findings in peer-reviewed venues and present to stakeholders.
• Develop AI-based clinical decision support and predictive models.

Skills

Machine learning

Python programming

Statistics

Communication skills

Academic publication

Education

PhD/MD-PhD in quantitative science

Tools

TensorFlow

PyTorch

Keras

ECG embeddings

GNNs

Job description

Job Description

The Windreich Department of Artificial Intelligence and Human Health (https://www.linkedin.com/company/aimountsinai/) and the Mount Sinai Fuster Heart Hospital at the Icahn School of Medicine at Mount Sinai (https://www.linkedin.com/company/icahnmountsinai/) are inviting applications for a Postdoctoral Data Science Research Fellowship position in Artificial Intelligence (AI) based in New York City.

This role focuses on applications to novel devices, cardiac waveform processing, electronic health records (EHR) data, and clinical care.

Key topics of interest include, but are not limited to:

• Deep learning applications to novel waveform acquisition devices
• Multimodal data (structured, unstructured, images, waveforms)
• Deep learning based clustering and predictive modeling for disease diagnosis and risk stratification
• Graph neural networks
• Personalized therapeutic recommendations
• Development of AI based clinical decision support systems

Qualifications

Information on the Postdoctoral Training Program at Mount Sinai: https://lnkd.in/giyhRNwr .

To learn more about the Icahn School of Medicine at Mount Sinai: http://icahn.mssm.edu .

Compensation Statement

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 $74,692.00 - $80,000.00 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.

SPOC-UAW Local 4100 at Icahn School of Medicine (Post Docs), J18 - AI and Human Health - ISM, Icahn School of Medicine

Responsibilities

We have a specific interest in applications for cardiovascular disease and applications to novel device technologies.

The postdoctoral fellow will join a dynamic team of data scientists, engineers, and clinicians. They will participate in unique opportunities to apply deep learning for important scientific breakthroughs that are scalable, clinically meaningful, and operationally pragmatic.

The ideal candidates will have the following background:

1. PhD, MD/PhD in a quantitative science-related field (e.g., biomedical informatics, clinical informatics, machine learning, biostatistics, etc.).
2. Significant experience in machine learning techniques is preferred, ideally with published work and/or code available. Expertise with CNNs, Transformers, ECG embeddings, GNNs, and Deep Learning frameworks is preferred (e.g. d3rlpy, Tensorflow, PyTorch, Keras).
3. Expertise with programming and statistical software experience with advanced Python proficiency.
4. A strong statistics, data science, and/or engineering background is advantageous.
5. The ideal candidate will have a track record of academic publication and likes to be creative.
6. Strong communication and presentation skills with fluency in spoken and written English.

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.