Data Analyst, Center of Surgical and Transplant Applied Research (CSTAR)

NYU Langone Health

Posted 1 day ago

Full Time

New York, New York

In Person

Smart Summary

Responsibilities

The Data Analyst will design and perform statistical analyses on clinical data using machine learning and natural language processing techniques. They will also collaborate with research teams to develop models, prepare research reports, and support grant proposal submissions.

Qualifications

You have a Bachelor's or Master's degree in a related discipline such as computer science or mathematics. You possess practical experience in natural language processing (NLP) and analyzing clinical data, along with strong computational and programming skills. Familiarity with advanced machine learning and deep learning frameworks like PyTorch or TensorFlow is expected.

Must Have Skills for ATS

machine learning

PyTorch

TensorFlow

natural language processing

NLP

clinical data analysis

Python

EHR data

Job 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, 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, and interact with us on LinkedIn, Glassdoor, Indeed, Facebook, Twitter and Instagram.

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.

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

NYU Langone Health

NYU Langone Health is a fully integrated health system that consistently achieves the best patient outcomes through a rigorous focus on quality that has resulted in some of the lowest mortality rates in the nation. Vizient, Inc., has ranked NYU Langone No. 1 out of 118 comprehensive academic medical centers across the nation for four years in a row, and U.S. News & World Report recently ranked four of its clinical specialties No. 1 in the nation. NYU Langone offers a comprehensive range of medical services with one high standard of care across seven inpatient locations, its Perlmutter Cancer Center, and more than 320 outpatient locations in the New York area and Florida. The system also includes two tuition-free medical schools, in Manhattan and on Long Island, and a vast research enterprise. For more information, go to nyulangone.org and interact with us on LinkedIn, Glassdoor, and Indeed. More: NYU Grossman School of Medicine has trained thousands of physicians and scientists who have helped to shape the course of medical history since 1841. With more than 75 divisions of specialty care including comprehensive inpatient and outpatient programs for every stage of life, a multifaceted Research and Academic Center and the NYU Grossman Long Island School of Medicine focused on primary care, NYU Langone Hospital-Long Island joined NYU Langone Health as of August 1, 2019. At NYU Langone Hospitals, NYU Grossman School of Medicine, NYU Grossman Long Island School of Medicine and NYU Langone Health (collectively referred to as "NYU Langone"), we work collectively to achieve our mission: To care. To teach. To discover. We celebrate the inclusive excellence of the people that make us a world-class institution in patient care, education and science ("tripartite missions"). We strive to be a place where our exceptionally talented faculty, staff and students can thrive.
Runway Icon
Boost Your Interview Chances

With Runway

See Your Fit for This Role

1-5 min

Your Score

?

Top Applicants

90%

Your Job Search Advantage

Key Gaps & Next Steps:

Address these in your resume & Interview

Top Strengths For This Role

Highlight these in your cover letter & interview

Your Interview Guide

A Personalized Interview Strategy

Freshest Opportunities

Never Miss a Good Fit

Get notified when jobs mach your criteria