Machine Learning Operations Engineer II

4 weeks ago

Johnston, United States Factory Mutual Insurance Company Full time
Job Summary

FM Global is seeking a highly skilled Machine Learning Operations Data Engineer II to join our AI/ML team. As a key member of our dynamic team, you will be responsible for developing platform tooling, deploying data science models to production, and monitoring production performance.

This role offers the unique opportunity to develop AI/ML-based applications that have a meaningful impact on our customers. You will work closely with cross-functional teams across the organization to build a robust data platform and pipelines that enable advanced analytics.

Key Responsibilities:

  • Develop platform tooling for the Data Science team
  • Deploy data science models to production and monitor production performance
  • Support Machine Learning projects end-to-end
  • Develop platform tooling for Machine Learning Operations outcomes: Velocity of Model Deployments, Validation of Model Deployed Code and Versioning of Data, Model and Infrastructure

Requirements:

  • Minimum 3 years of hands-on experience implementing AI/ML solutions and platform tooling for Data Science
  • Expert in Spark SQL, PySpark, Python and/or R programming language, including experience in libraries such as Pandas, scikit-learn, R (tidyverse, glm, caret etc...), MLFlow, Experimentation, Tracking, Productionizing and proficient in SQL
  • Three or more years of professional experience in MLOps, Data Engineering, software engineering, or a related field
  • Minimum 3 to 7+ years of hands-on experience in some combination of the following technologies: Azure (VMs, Web Apps, Managed Databases), GitHub Actions, Terraform, Packer, Airflow, Docker, Kubernetes, Linux/Windows VM administration, Shell scripting (primary Bash but PowerShell as well)
  • A solid understanding of modern security and networking principles and standards
  • Knowledge of best practices in software engineering

What We Offer:

  • A comprehensive Total Rewards program that includes an incentive plan, generous health and well-being programs, a 401(k) and pension plan, career development opportunities, tuition reimbursement, flexible work, paid time off allowances and much more
  • FM Global is an Equal Opportunity Employer and is committed to attracting, developing, and retaining a diverse workforce

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