Senior Data Scientist

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.

Our vision is to transform how the world uses information to enrich life for all.
Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.

As a Senior Data Scientist (Smart Manufacturing and AI) at Micron, you will leverage advanced techniques from mathematics, statistics, and information technology that improve semiconductor manufacturing yield, quality, and productivity. Your work will drive the development of predictive models, actionable insights, and innovative solutions to solve large-scale manufacturing problems involving die-level, wafer-level, and test data. Your work will directly improve manufacturing yield, reduce test escapes, accelerate root-cause analysis, and enable intelligent automation across Micron's global fabs.

Responsibilities and Tasks

• Test Solutions Engineering (TSE) Predictive Solutions:
  • Build and productionize machine learning models (classification and regression) to support predictive and prescriptive analytics across semiconductor test and manufacturing processes.
  • Design, develop, and deploy optimization and mathematical programming solutions to support intelligent decision making in advanced manufacturing workflows.
• Agentic AI Development:
  • Design and implement multi-agent systems for TSE workflows, including code generation, automated troubleshooting, and process optimization.
  • Implement tool-using capabilities, function calling, agent memory systems, and agent skills.
  • Implement comprehensive monitoring, logging and observability for agentic systems.
• RAG-LLM Development:
  • Identify potential data sources for RAG implementation.
  • Develop advanced retrieval strategies including hybrid search, re-ranking, and contextual compression.
• Software Engineering and Productionalization:
  • Develop robust, maintainable software and analytical pipelines suitable for high-volume manufacturing environments.
  • Implement guardrails, hallucination detection, and output validation.
  • Optimize system performance, latency, token and cost efficiency.
• Guide and mentor junior data scientists, driving best practices in code quality, system architecture and applied AI research.
• Clearly communicate analytical insights, model behavior, and trade-offs to both technical and non-technical customers to enable target="_blank">hrsupport_sg@micron.com

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