3M is seeking an AI/ML Ops Engineer to develop and implement AI/ML solutions that solve problems and surface insights across supply chain operations, leveraging machine learning, Generative AI, data mining, and other analytics strategies.
Requirements
- Two (2) years of on-the-job experience deploying machine learning capabilities in a cloud-based environment, with a track record of delivering impactful results in a private, public, government or military environment
- One (1) year of experience in software design and development using Python or other languages such as Scala, Java, C++, or C-Sharp
- Experience in the architecture, design, and building large-scale machine learning applications in the cloud, preferably in AWS
- Familiarity with automated code and model deployment practices and tools
- Hands-on experience with machine learning algorithms and frameworks
- Expertise in one or more of the following applied fields: Transformers, Large Language Models, LLM evaluation, Knowledge Graphs
Responsibilities
- Collaborate with cross-functional teams, including data scientists, data engineers, product managers, and Supply Chain SMEs to develop and implement AI/ML solutions which solve problems and surface insights
- Work on projects that span all aspects of supply chain operations and leverage machine learning, Generative AI, data mining, statistical, and/or other analytics strategies
- Create scalable, production-ready real-time and batch ML solutions, taking algorithms from initial concept through to deployed systems
- Optimize the performance and scalability of machine learning models
- Stay up-to-date on the latest advancements in the fields of machine learning and data science to ensure that we stay at the cutting edge of industry practices
- Build strong working relationships and communicate effectively with leaders and colleagues
Other
- Bachelor’s degree or higher in Computer Science, Data Science, Statistics, or Engineering (Completed and verified prior to start) from an accredited institution
- Work location: This role follows an on-site working model, requiring the employee to work at least four days a week at the 3M Center in Maplewood, MN
- Travel: May include up to 10% domestic/international
- Must be legally authorized to work in country of employment without sponsorship for employment visa status (e.g., H1B status)
- Master’s degree or higher in Computer Science, Data Science, Statistics, or related field
