Senior Data Scientist at Quartet Health
Quartet is a healthcare technology company striving to improve the lives of people with mental health conditions and was ranked #29 of Modern Healthcare’s 2019 Best Places to Work in Healthcare. We connect people to a personalized care team to get them the right care at the right time. Our collaborative technology platform and range of services brings together physicians, mental health providers, and insurance companies to effectively improve patient outcomes and drive down healthcare costs.
Backed by $153MM in venture funding from top investors like Oak HC/FT, GV (formerly Google Ventures), F-Prime Capital Partners, Polaris Partners and Centene Corporation, Quartet is headquartered in NYC and is currently operating in several markets across the United States — Pennsylvania, Washington, Northern California, New Jersey, North Carolina, Louisiana, and Illinois.
Researches and develops machine-learning and statistical models in Quartet Health’s platform with an interdisciplinary technical team to improve software personalization and recommendations for users, including patients, doctors, and practitioners. Drives a data-informed process for experimenting with new products to improve patient outcomes and operational efficiency. Designs and develops effective models, features, and algorithms involving multiple datasets, including user activity, Electronic Health Records (EHR), admissions, discharges and transfers (ADT), medical claims, pharmacy claims, and lab test claims. Leverages knowledge of computer science, machine learning, data mining and software architecture to build high-quality data products. Supports the design of Quartet products, including: an entity resolution and de-duplication library for linking patients and providers data, which is collected from multiple sources; a machine learning application for the detection of opioid use disorder in patients using supervised learning and deep learning; and an optical mark recognition (OMR) computer vision application for transcribing paper assessments.
This position requires a Master’s degree or foreign equivalent in Computer Science or a closely related field. Requires at least three (3) years of experience serving in a Data Scientist position, including at least one (1) year of experience in deep learning and software engineering in a startup environment. Must including at least three (3) years of experience using TensorFlow, Keras, Numpy, Scipy, Pandas, Gensim, Scikit-learn, NLKT, Jupyter, R, and Matlab to execute data manipulation, feature engineering, and machine learning modeling; building and deploying end-to-end machine learning applications using Python, Docker, AWS, and Jenkins; performing ML research, exploratory data analysis, and computer-vision modeling; developing model evaluation and online maintenance methodologies, including confidence estimation, calibration, and concept drift; and developing general-purpose frameworks to support machine learning applications in production. Employer will accept experience gained concurrently.
Employee Benefits for Quartet include: Unlimited vacation, volunteer opportunities, catered lunches, snacks, team events and outings, mental healthcare coverage of 15 free therapy sessions + unlimited copay reimbursements, medical, dental + vision coverage, generous parental leave, commuter benefits, 401K, stock option grants, gym benefits.
Want to know what Quartet life is like? Click here to meet our team.
Quartet is committed to building a diverse team and fostering an inclusive culture, and is proud to be an equal opportunity employer. We embrace and encourage our employees' differences in race, religion, color, national origin, gender, family status, sexual orientation, gender identity, gender expression, age, veteran status, disability, pregnancy, medical conditions, and other characteristics. Headhunters and recruitment agencies may not submit resumes/CVs through this Web site or directly to managers. Quartet does not accept unsolicited headhunter and agency resumes. Quartet will not pay fees to any third-party agency or company that does not have a signed agreement with Quartet.
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