Data Analyst at NYU Langone Health

New York, New York, United States -

Full Time

Start Date

Immediate

Expiry Date

01 Jul, 26

Salary

85000.0

Posted On

02 Apr, 26

Experience

0 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Data analysis, Machine learning, PyTorch, TensorFlow, Natural language processing, Clinical data analysis, Statistical analysis, Programming, Data visualization, EHR data, Quantitative aptitude, Research methodology, Deep learning, Self-supervised learning, Multi-modal models, Representation models

Industry

Hospitals and Health Care

Description

NYU Grossman School of Medicine is one of the nation's top-ranked medical schools. For 175 years, NYU Grossman School of Medicine has trained thousands of physicians and scientists who have helped to shape the course of medical history and enrich the lives of countless people. An integral part of NYU Langone Health [http://nyulangone.org], the Grossman School of Medicine at its core is committed to improving the human condition through medical education, scientific research, and direct patient care. At NYU Langone Health, equity and inclusion are fundamental values. We strive to be a place where our exceptionally talented faculty, staff, and students of all identities can thrive. We embrace inclusion and individual skills, ideas, and knowledge. For more information, go to med.nyu.edu [http://med.nyu.edu/], and interact with us on LinkedIn [https://www.linkedin.com/company/nyulangonehealth/?viewAsMember=true], Glassdoor [https://www.glassdoor.com/Reviews/NYU-Langone-Health-Reviews-E121521.htm], Indeed [https://www.indeed.com/cmp/Nyu-Langone-Health/reviews], Facebook [https://facebook.com/NYUSchoolofMedicine], Twitter [https://twitter.com/nyuschoolofmed] and Instagram [https://instagram.com/nyuschoolofmed]. Position Summary: We have an exciting opportunity to join our team as a Data Analyst. In this role, the successful candidate designs and performs statistical analyses under the supervision of the Center of Surgical and Transplant Applied Research (CSTAR) leadership team. Job Responsibilities: Analyze clinical data using machine learning techniques to support research outcomes. Develop and maintain models using frameworks like PyTorch or TensorFlow, ensuring they are suitable for handling large-scale datasets. Apply natural language processing methods to interpret and analyze medical texts and patient data. Collaborate with research teams to design and implement models that address specific research questions. Continuously update and refine models based on new research findings and emerging data. Assist in preparing research papers and presentations by providing data-driven insights and analysis. Participate in research meetings and contribute to discussions on methodology and results interpretation. Ensure compliance with data privacy and protection guidelines when handling sensitive medical data. Contribute original thoughts, hypotheses, and analysis to write reports, abstracts, and manuscripts under faculty supervision Support grant proposal submissions and support funder reports for NIH funded Liaise with senior researchers at other institutions to conduct analyses on behalf of national scientific committees Prepare interim reports to summarize ongoing cohort studies for principal investigators, study staff, and data safety and monitoring boards Under faculty supervision, design analytical strategies for research proposals and draft statistical analysis plans for grants Performs miscellaneous job duties as assigned Minimum Qualifications: To qualify you must have a Bachelor's or Master's degree in a related discipline (computer science, mathematics, electrical engineering, or related discipline) Practical experience in natural language processing (NLP) and analyzing clinical data. Strong computational and programming skills Familiarity with advanced machine learning and deep learning applied to large datasets. Competence in using machine learning frameworks such as PyTorch or TensorFlow. Understanding of representation models, multi-modal models, and self-supervised learning. Open to candidates with foundational skills in machine learning and data analysis, even if not all advanced criteria are met Strong quantitative aptitude, desire to learn new skills and information, and ability to interpret complex analytic quantitative information; Strong attention to detail Demonstrated organizational skills, self-motivation, flexibility, and the ability to thrive in a fast-paced, energetic, highly creative, entrepreneurial environment Preferred Qualifications: Excellent written and verbal communication skills Excellent data visualization skills Experience with observational studies using EHR data. Qualified candidates must be able to effectively communicate with all levels of the organization. NYU Grossman School of Medicine provides its staff with far more than just a place to work. Rather, we are an institution you can be proud of, an institution where you'll feel good about devoting your time and your talents. At NYU Langone Health, we are committed to supporting our workforce and their loved ones with a comprehensive benefits and wellness package. Our offerings provide a robust support system for any stage of life, whether it's developing your career, starting a family, or saving for retirement. The support employees receive goes beyond a standard benefit offering, where employees have access to financial security benefits, a generous time-off program and employee resources groups for peer support. Additionally, all employees have access to our holistic employee wellness program, which focuses on seven key areas of well-being: physical, mental, nutritional, sleep, social, financial, and preventive care. The benefits and wellness package is designed to allow you to focus on what truly matters. Join us and experience the extensive resources and services designed to enhance your overall quality of life for you and your family. NYU Grossman School of Medicine is an equal opportunity employer and committed to inclusion in all aspects of recruiting and employment. All qualified individuals are encouraged to apply and will receive consideration. We require applications to be completed online. View Know Your Rights: Workplace discrimination is illegal [https://www.eeoc.gov/sites/default/files/2023-06/22-088_EEOC_KnowYourRights6.12ScreenRdr.pdf]. NYU Langone Health provides a salary range to comply with the New York state Law on Salary Transparency in Job Advertisements. The salary range for the role is $64,350.00 - $85,000.00 Annually. Actual salaries depend on a variety of factors, including experience, specialty, 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. To view the Pay Transparency Notice, please click here [https://cdn-static.findly.com/wp-content/uploads/sites/290/2017/04/pay-transp_formattedESQA508c.pdf]

Responsibilities

The Data Analyst will design and perform statistical analyses using machine learning and natural language processing techniques to support clinical research. They will also collaborate with research teams to develop models, prepare research papers, and ensure compliance with data privacy guidelines.