What are the responsibilities and job description for the Machine Learning Operations Data Engineer IV position at Factory Mutual Global?
Job Title
Machine Learning Operations Data Engineer IV
About the Role
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. As a dynamic, culturally diverse group of employees working in over 100 countries, we help clients maintain continuity in their business operations.
Responsibilities
- Develop platform tooling for Machine Learning projects end-to-end
- Deploy data science models to production and monitor production performance
- Support Machine Learning projects from start to finish
- 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 considered, 6 years highly preferred
- Expert-level knowledge in Python and/or R programming language
- Experience in libraries such as Pandas, scikit-learn, R (tidyverse, glm, caret etc...) and MLFlow
- Three or more years of professional experience in MLOps, Data Engineering, software engineering, or a related field
Preferred Qualifications
- 8 years of experience in MLOps, data engineering, or software development
- Strong proficiency in both R and Python programming languages
- Extensive experience with Databricks platform and MLflow
Key Responsibilities
- Lead the refactoring of existing R codebase to Python, ensuring code quality and performance optimization
- Design and implement MLOps architecture solutions that align with best practices and organizational needs
- Establish and maintain robust DevOps pipelines for continuous integration and deployment of ML models
About FM Global
FM Global is an Equal Opportunity Employer committed to attracting, developing, and retaining a diverse workforce.
