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Data Science Engineer

2 months ago

New York, New York, United States Visiting Nurse Service of New York Full time
About the Role

We are seeking a highly skilled Data Science Engineer to join our innovative team at Visiting Nurse Service of New York. As a Data Science Engineer, you will play a key role in building and maintaining cutting-edge Data Science and Machine Learning platforms.

Key Responsibilities
  • Collaborate and Innovate: Work closely with clinical operations, business owners, and IT teams to understand data flows and integrate user-facing applications with database systems.
  • Build and Maintain: Extend and maintain VNS BIA data transformation pipelines using dbt on Snowflake. Develop Docker images and CI/CD pipelines with GitLab CI.
  • Leverage Technology: Utilize the latest cloud computing technologies, including Snowflake CORTEX and AWS services, to enhance our DS/ML tools and services.
  • Support and Optimize: Assist our Machine Learning Engineers in maintaining MLOps on AWS SageMaker, and ensure efficient monitoring, logging, and alerting across all tools and services.
  • Develop and Sustain: Manage the orchestration of production DS/ML workflows using Airflow, and contribute to the development and maintenance of web applications using R Shiny and Python Dash.
  • Share Knowledge: Participate in code reviews, document workflows, and support onboarding new team members.
  • Solve Challenges: Tackle non-routine, interdisciplinary analysis problems with innovative analytical methods.
Requirements
  • 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 year of experience with tools such as Git, Docker, Linux command line required. Minimum 1 year 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.