Staff Data Scientist, SMAI OI

Micron Technology
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningSkills: ["Problem-solving","Cross-functional collaboration","Communication","Technical thinking"]

Design and deploy agentic AI systems for Smart Manufacturing & AI, enabling goal-driven, multi-step planning and operational optimization. Build multi-agent architectures that integrate LLM-based reasoning, tool use, and optimization/decision science to support capacity planning, production flow optimization, and scenario simulation. Integrate agents into SMAI platforms and enterprise data pipelines using reusable orchestration and knowledge retrieval frameworks, partnering closely with planning, operations, manufacturing, data engineering, and MLOps teams.

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FursaFursa
Micron Technology
Micron Technology
4 weeks ago

Staff Data Scientist, SMAI OI

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Last checked: 18 hours agoStatus: Live

Job Summary

Design and deploy agentic AI systems for Smart Manufacturing & AI, enabling goal-driven, multi-step planning and operational optimization. Build multi-agent architectures that integrate LLM-based reasoning, tool use, and optimization/decision science to support capacity planning, production flow optimization, and scenario simulation. Integrate agents into SMAI platforms and enterprise data pipelines using reusable orchestration and knowledge retrieval frameworks, partnering closely with planning, operations, manufacturing, data engineering, and MLOps teams.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Design and develop agent-based AI systems with multi-step reasoning (planning + decision-making + execution) and autonomous orchestration across workflows and platforms.
  • •Build multi-agent architectures and agents that integrate optimization models (OR/mathematical programming) with LLM-based reasoning and tool usage.
  • •Apply agentic AI to capacity planning, capital investment optimization, production flow optimization, cycle time reduction, and scenario simulation/decision support.
  • •Translate business requirements into structured optimization problems and AI-driven decision workflows.
  • •Integrate agents into SMAI platforms and tools, connecting enterprise data pipelines and systems, and define deployment strategy (embedded vs standalone) with orchestration and knowledge retrieval frameworks.

Key Requirements

  • •3–5+ years of experience in AI/ML engineering, optimization/decision science, or advanced analytics in operations/planning.
  • •Strong programming skills in Python and familiarity with modern AI frameworks.
  • •Experience with LLM/GenAI ecosystems, including prompt engineering, RAG, and tool-use/orchestration.
  • •Strong background in operations research/optimization (e.g., linear or mixed integer programming, heuristics/metaheuristics) and translating planning problems into mathematical models.
  • •Bachelor’s or Master’s degree in Computer Science, Data Science, Industrial Engineering, Operations Research, or a related field.
Experience:AI/MLOptimizationOperations researchOperations/planningManufacturing
Education:
Skills:Problem-solvingCross-functional collaborationCommunicationTechnical thinking
Tech Stack:PythonLLMsGenAIRAGAgent frameworksLangChainAutoGenCrewAISparkSQLAPIsKnowledge graphsMathematical programmingLinear programmingMixed integer programmingMLOps

Company Brief

Micron Technology
Designs and manufactures semiconductor memory and storage solutions, including DRAM, NAND, and NOR flash, for computing, networking, mobile, and automotive markets worldwide.
Industry: Electronics Manufacturing
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Boise, United States
Founded: 1978
Glassdoor
Glassdoor: 3.7
WebsiteLinkedIn