Flex Staff Windreich Department for Artificial Intelligence & Human Health

The Flex Staff will work in Lin Lab, a dynamic lab at the intersection of artificial intelligence, machine learning, and mental health. This role will join an innovative research project focused on developing multi-modal machine learning models to predict key biometrics in healthy and patient populations, with a particular emphasis on eye tracking behaviors. The project involves building upon a spatio-temporal deep learning model and integrating semantic information to enhance prediction accuracy. Additional research directions include creating novel user interfaces and exploring the integration of this technology in clinical and daily life settings, potentially using other knowledge sources like electronic health records.

• Model Development: Assist in developing and refining multi-modal machine learning models, particularly focusing on spatio-temporal deep learning approaches.
• Data Analysis: Contribute to the analysis of biometric data, incorporating semantic information to improve prediction outcomes.
• Interface Design: Participate in the design and development of novel user interfaces that leverage the technology being developed.
• Exploratory Research: Explore the potential use cases of the technology in clinical and daily settings, including integration with electronic health records.
• Collaboration & Initiative: Work closely with the research team, taking initiative in proposing new ideas and approaches to enhance the project's outcomes.

• Depending on the role, a minimum of a high school diploma or GED is required as per MS Health System hiring policy. Otherwise, Bachelors, Masters or Ph.D as applicable.
• Experience relevant to the position.
• Basic understanding of machine learning concepts, with a willingness to learn and apply new techniques as needed.

Compensation Statement

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 this role is $16.00 - $50.00 Hourly. 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.

Strength Through Diversity

The Mount Sinai Health System believes that diversity, equity, and inclusion are key drivers for excellence. We share a common devotion to delivering exceptional patient care. When you join us, you become a part of Mount Sinai’s unrivaled record of achievement, education, and advancement as we revolutionize medicine together. We invite you to participate actively as a part of the Mount Sinai Health System team by:  

• Using a lens of equity in all aspects of patient care delivery, education, and research to promote policies and practices to allow opportunities for all to thrive and reach their potential.
• Serving as a role model confronting racist, sexist, or other inappropriate actions by speaking up, challenging exclusionary organizational practices, and standing side-by-side in support of colleagues who experience discrimination.
• Inspiring and fostering an environment of anti-racist behaviors among and between departments and co-workers.

At Mount Sinai, our leaders strive to learn, empower others, and embrace change to further advance equity and improve the well-being of staff, patients, and the organization.  We expect our leaders to embrace anti-racism, create a collaborative and respectful environment, and constructively disrupt the status quo to improve the system and enhance care for our patients. We work hard to create an inclusive, welcoming and nurturing work environment where all feel they are valued, belong and are able to advance professionally.

 Explore more about this opportunity and how you can help us write a new 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 43,000 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. Thro