Machine Learning Engineer
Mount Sinai Hospital - New York City, NY
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Design, develop, and implement sophisticated machine learning (ML) systems for the hospital. Collaborate with cross-functional teams of data scientists, product managers, and developers to drive innovation and implementation of the ML solutions. Monitor and update deployed models of ML system performance and reliability. Guide junior engineers, establishing and enforcing best practices for coding, code reviews, and documentation. Keep abreast of trends and advances in software engineering and ML, and perform research, testing and implementation of new ML methods and techniques. Engage with stakeholders to provide project status updates, build interdepartmental relationships and facilitate knowledge exchange. Create and maintain project work plans, technical documentation, corporate standards, and process status. Mentor other analysts on choosing appropriate statistical analysis methods, programming languages and tools, and on generating, interpreting and visualizing statistical analysis outputs. Work with IT to continuously improve Mt. Sinai's integrated data warehouse to meet strategic and business needs and to design and ensure data and reporting consistency throughout the organization. Requirements:Bachelor's degree in Computer Science, Data Science or Information Technology, plus five years of experience in the offered position or a software developer or software engineer position.All required experience must have included developing, deploying and operating efficient and reliable machine learning and back-end software using Python, Apache Spark framework, and tools IntelliJ and Visual Studio Code; working through complete SDLC in a CI/CD environment using Jenkins, Git, Azure DevOps and Terraform; using SQL and NoSQL databases, big data technologies like Apache Spark, and deployment in a cloud system (AWS, Azure or GCP); and leading and mentoring junior developers in machine learning development.This role entails hybrid work, with time split between working in our New York, NY office and flexibility to telecommute from another U.S. location.#LI-DNI Minimum Salary: 165,000 Maximum Salary: 190,000 Salary Unit: Yearly
Created: 2024-09-23