Staff Data Scientist, SMAI OI

Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing.

• Design and develop agent-based AI systems capable of:
  • Multi-step reasoning (planning + decision-making + execution)
  • Autonomous orchestration across workflows and platforms
• Build multi-agent architectures for complex planning and operations use cases
• Develop agents that integrate:
  • Optimization models (OR / mathematical programming)
  • LLM-based reasoning and tool usage
• Ensure agents align with enterprise data, domain knowledge, and planning constraints

• Apply Agentic AI to key business problems such as:
  • Capacity planning and capital investment optimization
  • Production flow optimization and cycle time reduction
  • Scenario simulation and decision support
• Translate business requirements into:
  • Structured optimization problems
  • AI-driven decision workflows

• Integrate agents into:
  • Existing SMAI platforms and tools
  • Data pipelines and enterprise systems
• Develop reusable frameworks for:
  • Agent orchestration
  • Knowledge retrieval (RAG / knowledge graph)
• Drive deployment strategy (embedded vs standalone agents depending on use case)

• Partner with:
  • Planning, Operations, and Manufacturing teams
  • Data Engineering, MLOps, and Platform teams
• Translate domain knowledge into AI logic and workflows
• Communicate technical solutions to business stakeholders

• Strong programming skills in Python (preferred), plus familiarity with modern AI frameworks
• Experience with LLMs / GenAI ecosystems (e.g., agent frameworks, tool-use, orchestration)
• Solid understanding of:
  • Prompt engineering
  • Retrieval-Augmented Generation (RAG)
  • Multi-agent systems

• Strong background in Operations Research / Optimization, including:
  • Linear / Mixed Integer Programming
  • Heuristics / metaheuristics
  • Simulation models
• Experience translating real-world planning problems into mathematical models

• Understanding of agentic AI principles:
  • Goal-based and utility-based agents
  • Planning + reasoning + execution loops
• Experience designing:
  • Autonomous workflows
  • Multi-step decision systems
  • Tool-using AI agents

• Experience working with:
  • Structured and unstructured data
  • APIs and enterprise systems integration
• Familiarity with:
  • Data pipelines (e.g., Spark, SQL)
  • MLOps / deployment pipelines

• Experience in manufacturing, supply chain, or planning domains
• Strong problem-solving skills with ability to:
  • Connect AI solutions to business value
  • Quantify impact (capacity, cost, cycle time)

• Bachelor’s or Master’s degree in:
  • Computer Science, Data Science, Industrial Engineering, Operations Research, or related field
• 3–5+ years of experience in:
  • AI/ML engineering, or
  • Optimization / decision science, or
  • Advanced analytics in operations/planning
• Proven experience building production-grade AI or optimization solutions

• PhD in AI, Machine Learning, or Operations Research
• Experience with:
  • Agent frameworks (LangChain, AutoGen, CrewAI, etc.)
  • Reinforcement learning or adaptive systems
  • Knowledge graphs and domain-specific AI tuning
• Experience in semiconductor or advanced manufacturing environments

We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all. With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities — from the data center to the intelligent edge and across the client and mobile user experience.

To learn more, please visit micron.com/careers

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.

To request assistance with the application process and/or for reasonable accommodations, please contact hrsupport_sg@micron.com

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