Overview
FM Global is a leading property insurer of the world's largest businesses. They provide engineering-based risk management and property insurance solutions to more than one-third of FORTUNE 1000-size companies. With a focus on continuity in business operations, FM Global relies on state-of-the-art loss-prevention engineering, research, risk management skills, and support services. They operate in over 100 countries with a diverse workforce in challenging roles.
Job Description
FM Global is seeking a Machine Learning Operations Data Engineer II to join their AI/ML team. This role involves working closely with Data Science, Data Engineering, Subject Matter Experts, and Solution Architecture teams. The focus is on building a robust data platform and pipelines for advanced analytics, developing AI/ML-based applications, and managing the ML application development life cycle.
Responsibilities
- Developing platform tooling
- Deploying data science models to production
- Monitoring production performance
- Supporting Machine Learning projects end-to-end
- Developing platform tooling for the Data Science team
- Responsible for Machine Learning Operations outcomes
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, libraries such as Pandas, scikit-learn, R (tidyverse, glm, caret etc.), MLFlow, Experimentation, Tracking, Productionizing, and SQL
- Three or more years of professional experience in MLOps, Data Engineering, software engineering, or a related field
Infrastructure Operations
- Minimum 3 to 7+ years of hands-on experience in technologies including Azure, GitHub Actions, Terraform, Packer, Airflow, Docker, Kubernetes, Linux/Windows VM administration, Shell scripting
- Understanding of modern security and networking principles
- Knowledge of best practices in software engineering
Qualifications
- Foundational knowledge of Data Science is strongly preferred
- Bachelor's or higher degree in Computer Science, Statistics, Mathematics, Data Science, or related quantitative degree
Additional Information
Candidates may also qualify for consideration as a Machine Learning Data Engineer III. Compensation, Grade, and Job Title will be based on qualifications, experience, and technical skillset. The position is eligible for FM Global's comprehensive Total Rewards program, which includes incentives, health and well-being programs, 401(k), pension plan, career development opportunities, tuition reimbursement, flexible work arrangements, paid time off, and more. FM Global is an Equal Opportunity Employer committed to attracting, developing, and retaining a diverse workforce.