FM Global Overview
FM Global is a leading property insurer of the world's largest businesses, providing more than one-third of FORTUNE 1000-size companies with engineering-based risk management and property insurance solutions. They help clients maintain continuity in their business operations by drawing upon state-of-the-art loss-prevention engineering and research, risk management skills, and support services.
Job Opportunity: Machine Learning Operations Data Engineer II
FM Global is seeking a Machine Learning Operations Data Engineer II to join their AI/ML team, working closely with Data Science, Data Engineering, Subject Matter Experts, and Solution Architecture teams. This role focuses on developing a robust data platform and pipelines for advanced analytics, enabling the development of AI/ML-based applications with a meaningful impact on customers.
Role Overview
- Develop platform tooling
- Deploy data science models to production
- Monitor production performance
- Support Machine Learning projects end-to-end
- Develop platform tooling for the Data Science team
Requirements
- Minimum 3 years of hands-on experience implementing AI/ML solutions and platform tooling for Data Science
- Expertise in Spark SQL, PySpark, Python and/or R programming language, and libraries such as Pandas, scikit-learn, and MLFlow
- Experience in Experimentation, Tracking, Productionizing and proficient in SQL
- Three or more years of professional experience in MLOps, Data Engineering, software engineering, or related field
Infrastructure Operations
- Minimum 3 to 7+ years of hands-on experience in technologies like Azure, GitHub Actions, Terraform, Packer, Airflow, Docker, Kubernetes, Linux/Windows VM administration, and Shell scripting
- Strong understanding of modern security and networking principles
Skills and Qualifications
- Collaborative Spirit: Enjoys working in a team environment, effective communication, and collaboration with technical and non-technical team members
- Curiosity and Innovation: Strong desire to explore and improve Machine Learning Models from Design to Deployment
- Education Qualifications: Foundational knowledge of Data Science preferred with a degree in Computer Science, Statistics, Mathematics, or related field
Compensation and Benefits
- Compensation, Grade, and Job Title based on qualifications, experience, and technical skillset
- Eligibility for FM Global’s Total Rewards program including incentives, health programs, 401(k), career development, tuition reimbursement, flexible work, and paid time off
Equal Opportunity Employer
FM Global is an Equal Opportunity Employer committed to attracting, developing, and retaining a diverse workforce.