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Staff Data Scientist, SMAI OI

Micron Technology

Staff Data Scientist, SMAI OI

full-timePosted: Aug 2, 2026Updated: Sep 1, 2026Singapore, Fab 10A

Job Description

Our vision is to transform how the world uses information to enrich life for all.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.We are seeking a highly motivated Agentic AI Data Scientist to lead the design and deployment of next-generation AI agents that drive end-to-end planning and operational optimization within SMAI (Smart Manufacturing & AI).This role focuses on building goal-driven, multi-step AI systems (“agents”) that can autonomously plan, decide, and execute workflows across manufacturing planning, capacity optimization, and operations intelligence—unlocking cycle time reduction, capacity improvements, and decision automation at scale.Key Responsibilities1. Agentic AI Design & DevelopmentDesign and develop agent-based AI systems capable of:Multi-step reasoning (planning + decision-making + execution)Autonomous orchestration across workflows and platformsBuild multi-agent architectures for complex planning and operations use casesDevelop agents that integrate:Optimization models (OR / mathematical programming)LLM-based reasoning and tool usageEnsure agents align with enterprise data, domain knowledge, and planning constraints2. Planning & Operations Use Case DeliveryApply Agentic AI to key business problems such as:Capacity planning and capital investment optimizationProduction flow optimization and cycle time reductionScenario simulation and decision supportTranslate business requirements into:Structured optimization problemsAI-driven decision workflows3. AI System Integration & DeploymentIntegrate agents into:Existing SMAI platforms and toolsData pipelines and enterprise systemsDevelop reusable frameworks for:Agent orchestrationKnowledge retrieval (RAG / knowledge graph)Drive deployment strategy (embedded vs standalone agents depending on use case)4. Cross-Functional CollaborationPartner with:Planning, Operations, and Manufacturing teamsData Engineering, MLOps, and Platform teamsTranslate domain knowledge into AI logic and workflowsCommunicate technical solutions to business stakeholdersRequired SkillsetsCore AI / Software EngineeringStrong programming skills in Python (preferred), plus familiarity with modern AI frameworksExperience with LLMs / GenAI ecosystems (e.g., agent frameworks, tool-use, orchestration)Solid understanding of:Prompt engineeringRetrieval-Augmented Generation (RAG)Multi-agent systemsOptimization & Decision Science (Critical)Strong background in Operations Research / Optimization, including:Linear / Mixed Integer ProgrammingHeuristics / metaheuristicsSimulation modelsExperience translating real-world planning problems into mathematical modelsAgentic AI & System DesignUnderstanding of agentic AI principles:Goal-based and utility-based agentsPlanning + reasoning + execution loopsExperience designing:Autonomous workflowsMulti-step decision systemsTool-using AI agentsData & Systems IntegrationExperience working with:Structured and unstructured dataAPIs and enterprise systems integrationFamiliarity with:Data pipelines (e.g., Spark, SQL)MLOps / deployment pipelinesBusiness & Domain Skills (Preferred)Experience in manufacturing, supply chain, or planning domainsStrong problem-solving skills with ability to:Connect AI solutions to business valueQuantify impact (capacity, cost, cycle time)Minimum QualificationsBachelor’s or Master’s degree in:Computer Science, Data Science, Industrial Engineering, Operations Research, or related field3–5+ years of experience in:AI/ML engineering, orOptimization / decision science, orAdvanced analytics in operations/planningProven experience building production-grade AI or optimization solutionsPreferred QualificationsPhD in AI, Machine Learning, or Operations ResearchExperience with:Agent frameworks (LangChain, AutoGen, CrewAI, etc.)Reinforcement learning or adaptive systemsKnowledge graphs and domain-specific AI tuningExperience in semiconductor or advanced manufacturing environmentsAbout Micron Technology, Inc.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/careersAll 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.comMicron Prohibits the use of child labor and complies with all applicable laws, rules, regulations, and other international and industry labor standards.Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidate's true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification. Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.

Locations

  • Singapore, Fab 10A

Skills Required

  • production-grade AIintermediate
  • manufacturingintermediate
  • semiconductorintermediate

Required Qualifications

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

Preferred Qualifications

  • Experience in manufacturing, supply chain, or planning domains (experience)
  • Strong problem-solving skills with ability to:Connect AI solutions to business valueQuantify impact (capacity, cost, cycle time) (experience)
  • PhD in AI, Machine Learning, or Operations Research (degree in ai)
  • Experience with:Agent frameworks (LangChain, AutoGen, CrewAI, etc.)Reinforcement learning or adaptive systemsKnowledge graphs and domain-specific AI tuning (experience)
  • Experience in semiconductor or advanced manufacturing environments (experience)

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