Data Science Engineer

VNS Health
paid time off, tuition reimbursement
United States, New York, New York
220 East 42nd Street (Show on map)
Jan 07, 2025
OverviewBuild and maintain VNS's internal Data Science (DS) and Machine Learning (ML) platforms, enabling VNS Data Scientists to deliver data insights to operational and clinical stakeholders more efficiently. Support Data Science automation by building and maintaining CI/CD pipelines, MLOps model deployment pipelines, and other pipelines triggered by events across the Data Science lifecycle. Develop and sustain production tools and services, including data-intensive web applications, dashboards, and ML services. Contribute to implementing and maintaining Analytics-as-a-Service products offered through the VNS Health Management Services Organization (MSO). Operate under general supervision. What We Provide Referral bonus opportunities Generous paid time off (PTO), starting at 30 days of paid time off and 9 company holidays Health insurance plan for you and your loved ones, Medical, Dental, Vision, Life and Disability Employer-matched retirement saving funds Personal and financial wellness programs Pre-tax flexible spending accounts (FSAs) for healthcare and dependent care Generous tuition reimbursement for qualifying degrees Opportunities for professional growth and career advancement Internal mobility, generous tuition reimbursement, CEU credits, and advancement opportunities What You Will Do Collaborate with clinical operations, business owners, and IT to understand VNS Health data flows and the integration of user-facing applications with database systems. Maintain and extend VNS BIA data transformation pipelines, primarily using dbt for orchestration on Snowflake. Build and maintain Docker images supporting DS/ML tools and services. Develop and maintain continuous integration/continuous delivery (CI/CD) pipelines using GitLab CI. Leverage new cloud computing technologies (e.g., Snowflake CORTEX, new AWS services) to enhance VNS DS/ML tools and services. Provide support to VNS Machine Learning Engineers in maintaining ML operations (MLOps) on AWS SageMaker. Implement monitoring, logging, and alerting across DS/ML tools and services. Manage orchestration of production DS/ML workflows using Airflow. Contribute to developing, maintaining, and enhancing BIA DS web applications (primarily R Shiny and Python Dash applications deployed to Posit Connect). Participate in code reviews and support development and deployment practices based on the Software Development Life Cycle (SDLC). Create and maintain comprehensive documentation for data science workflows, tools, and services to facilitate knowledge sharing and onboarding of new team members. Ensure the accuracy of work and the validity of statistical analysis and inference. Solve non-routine, interdisciplinary analysis problems by applying analytical methods as needed. Participates in special projects and performs other duties as assigned. Qualifications Education: Bachelor's Degree in computer science, data science, or relevant work experience required Master's Degree in Data Science, Computer Science, or CS Engineering preferred Work Experience: Minimum 2 years of industry experience in a Data Science or similar role required Minimum 2 years of experience using Python for both DS/ML development and as a general-purpose scripting language required Minimum 1 years of experience with tools such as Git, Docker, Linux command line required Minimum 1 years of industry experience with Snowflake (or a similar columnar cloud data warehouse) and AWS (or Azure/GCP) required Strong SQL skills for querying and manipulating large datasets in a cloud data warehouse environment required Effective oral, written and interpersonal communication skills required Experience with basic web technologies (HTML/CSS/JS) preferred Experience working with engineering and project management teams, demonstrating strong communication skills and ability to translate business requirements into software requirements preferred Compensation$98,200.00 - $130,800.00 Annual About Us VNS Health is one of the nation's largest nonprofit home and community-based health care organizations. Innovating in health care for more than 130 years, our commitment to health and well-being is what drives us-we help people live, age and heal where they feel most comfortable, in their own homes, connected to their family and community. On any given day, more than 10,000 VNS Health team members deliver compassionate care, unparalleled expertise and 24/7 solutions and resources to the more than 43,000 "neighbors" who look to us for care. Powered and informed by data analytics that are unmatched in the home and community-health industry, VNS Health offers a full range of health care services, solutions and health plans designed to simplify the health care experience and meet the diverse and complex needs of the communities and people we serve in New York and beyond.