Senior Data Scientist/Engineer

NYU Langone Health; New York (NY); On-site; USD 122,000 - 162,000; Full time

Benefits offered by this job

Comprehensive benefits

Wellness program

Generous time-off

Employee resources groups

Job summary

NYU Langone Health seeks a Senior Data Scientist/Engineer to join the Predictive Analytics Unit onsite. You will lead data projects, design ML data solutions, and work with clinicians to develop impactful healthcare analytics.

The role requires a strong ML background, experience with large clinical datasets, and ability to communicate results to varied audiences within NYU Langone Health.

Qualifications

• Master's degree in a quantitative discipline.
• 5-7 years of experience in machine learning/data science.
• Proficiency in Python and R and ML tools such as scikit-learn.
• Knowledge of predictive modeling and ML concepts, including deployment to large datasets.
• Familiarity with big data frameworks and database systems.

Responsibilities

• Lead data-oriented projects of high importance, including development, deployment, and evaluation.
• Design and build data solutions using ML/informatics methods and deploy within NYULMC ecosystem.
• Work with large, complex clinical datasets to solve healthcare problems.
• Build workflows to collect, store, clean, and process data; verify data integrity.
• Manage associate data scientists, engineers, and clinicians for testing and deployment of models.
• Collaborate with NYULMC community and contribute to predictive modeling reports.
• Prepare and present results to diverse audiences, including ROI implications.

Skills

Python

R

scikit-learn

Education

Master's degree in Biomedical Informatics, Computer Science, Machine Learning, Applied Statistics, Mathematics or similar

PhD in quantitative field + 2 years experience

Tools

Hadoop/Spark

MongoDB

SQL/NoSQL

Job description

1166985_RR00124236 Job ID: 1166985_RR00124236

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, X and Instagram.

Position Summary

We have an exciting opportunity to join our team as a Senior Data Scientist/Engineer. Onsite position.

We are seeking a qualified Senior Data Scientist/Engineer to work within the Predictive Analytics Unit at NYU Langone Health. The individual will be positioned to contribute to analytics reports at NYU. By teaming up with clinicians, operations and administrative teams, the individual will develop innovative and impactful data driven healthcare solutions.

The Predictive Analytics Unit is a data science team that is a part of Medical Center IT (MCIT) and the Center for Healthcare Innovation and Delivery Science (CHIDS). Our mission is to apply the latest advances in machine learning and predictive analytics toward solving prediction and classification problems across the medical center. We are both an operational and academic group that is interested in applying machine learning in healthcare settings and pushing the boundaries of academic research.

Job Responsibilities

• Lead specific data oriented projects of high importance, including development, deployment, and evaluation
• Design and build data solutions using state of the art machine learning and informatics methods; deploy and integrate these products within the larger ecosystem of healthcare infrastructure at NYULMC
• Work with large, complex and noisy clinical datasets for solving challenging problems in the healthcare domain
• Build and engineer workflows to collect, store, clean and process structured as well as unstructured data, verify their integrity and appropriateness for specific business processes and analytics systems
• Manage associate data scientists, engineers, and clinically trained professionals for testing novel approaches, implementation, maintenance, and improvement of predictive models.
• Collaborate with the overall NYULMC healthcare community and contribute to ongoing predictive modeling / analytics reports
• Prepare and present results, reports, both oral and written, to a variety of audiences, concerning processes, models, evaluation, and impact (ROI)

Minimum Qualifications

To qualify you must have a Masters degree in a quantitative discipline (Biomedical Informatics, Computer Science, Machine Learning, Applied Stascs, Mathematics or similar field) and

5-7 years of experience in machine learning/ data science.

Proficiency in at least one programming language (Python, R) and machine learning tools (scikitlearn, R)

Knowledge of predictive modeling and machine learning concepts, including design, development, evaluation, deployment and scaling to large datasets

Familiarity with computing models for big data Hadoop / MapReduce, Spark etc.

Knowledge of databases (Relational / SQL, NOSQL MongoDB etc.)

Preferred Qualifications

PhD degree in a quantitative field (Biomedical Informatics, Computer Science, Machine Learning, Applied Statistics, Mathematics or similar field) + 2 years experience.

Demonstrated skills in design and implementation of complex machine learning models.

Demonstrated knowledge of software engineering and operational skills through prior projects.

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 $121,792.22 - $162,052.80 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.