What are the responsibilities and job description for the Machine Learning Platform Architect position at Factory Mutual Global?
Data Engineering and Machine Learning
As a Data Engineer IV at Factory Mutual Global, you will play a key role in developing and maintaining our machine learning platform. This platform supports various components of the ML application development life cycle, including data ingestion, experimentation, model training, deployment, and monitoring.
About Our Team
Our AI/ML team is comprised of experienced professionals who are passionate about developing and deploying innovative AI/ML solutions. We are committed to staying at the forefront of industry trends and best practices, and we are seeking a talented Data Engineer IV to join our team.
Your Responsibilities
* Develop and maintain our machine learning platform, ensuring it meets the needs of our business stakeholders
* Collaborate with cross-functional teams to design and implement scalable MLOps solutions
* Ensure the smooth integration of ML models into production environments
* Identify opportunities for process improvements and implement changes as needed
What You'll Need
* 3 years of experience implementing AI/ML solutions and platform tooling for Data Science
* Expert-level knowledge in Spark SQL, PySpark, Python, and/or R programming language
* Strong proficiency in both R and Python programming languages
* Experience with cloud platforms (AWS, Azure, or GCP)
* Knowledge of containerization technologies (Docker, Kubernetes)
* Familiarity with data versioning tools (DVC, Pachyderm)
* Ability to design and implement scalable MLOps solutions
As a Data Engineer IV at Factory Mutual Global, you will play a key role in developing and maintaining our machine learning platform. This platform supports various components of the ML application development life cycle, including data ingestion, experimentation, model training, deployment, and monitoring.
About Our Team
Our AI/ML team is comprised of experienced professionals who are passionate about developing and deploying innovative AI/ML solutions. We are committed to staying at the forefront of industry trends and best practices, and we are seeking a talented Data Engineer IV to join our team.
Your Responsibilities
* Develop and maintain our machine learning platform, ensuring it meets the needs of our business stakeholders
* Collaborate with cross-functional teams to design and implement scalable MLOps solutions
* Ensure the smooth integration of ML models into production environments
* Identify opportunities for process improvements and implement changes as needed
What You'll Need
* 3 years of experience implementing AI/ML solutions and platform tooling for Data Science
* Expert-level knowledge in Spark SQL, PySpark, Python, and/or R programming language
* Strong proficiency in both R and Python programming languages
* Experience with cloud platforms (AWS, Azure, or GCP)
* Knowledge of containerization technologies (Docker, Kubernetes)
* Familiarity with data versioning tools (DVC, Pachyderm)
* Ability to design and implement scalable MLOps solutions
