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Job Summary:

NYU Langone Health is a leading medical institution dedicated to improving human health through education, research, and patient care. They are seeking an Associate Data Science Analyst/Engineer to join the Predictive Analytics Unit, where the candidate will apply machine learning and predictive analytics to develop innovative healthcare solutions in collaboration with clinicians and administrative teams.

Responsibilities:

• Prepare and present results, reports, both oral and written, to a variety of audiences, concerning processes, models, evaluation, and impact (ROI)

• 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

• Collaborate with the overall NYULMC healthcare community and contribute to ongoing predictive modeling / analytics efforts

Qualifications:

Required:

• Masters degree in a quantitative discipline (Biomedical Informatics, Computer Science, Machine Learning, Applied Statistics, Mathematics or similar field)

• Proficiency in at least one programming language (Python, R) and machine learning tools (scikit learn, 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.)

• Good grasp of software engineering principles. Experience in integrating modern software architectures

• Knowledge and some experience in operational aspects of software development and deployment, including automation, testing, virtualization and container technology

• Knowledge of clinical and operational aspects of healthcare delivery

• Excellent written and oral communication skills for a variety of audiences

Preferred:

• 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

Company:

NYU Langone Health is a nonprofit organization that provides a center of excellence in healthcare, research, and medical education. Founded in 1841, the company is headquartered in New York, New York, USA, with a team of 10001+ employees. The company is currently Late Stage.