Micron Technology
SeniorDataScientist
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“Senior Data Scientist at Micron Technology. Skills: Machine learning, Large language models, Agentic AI, RAG-LLM. Build machine learning models. Productionize machine learning models”
What You'll Achieve.
Improve manufacturing yield; Reduce test escapes; Accelerate root-cause analysis; Enable intelligent automation
Industry & Context.
Root-cause analysis; Problem-solving
What They're Looking For.
Must Have
Master's or Ph. D. in Computer Science, Data Science, Operations Research, Mathematics, or a related highly quantitative field, 5+ years of industry experience in Data Science, Proficiency in Python, Experience extracting and manipulating data using SQL
Nice to Have
2+ years building production LLM or agentic AI systems, Exposure to manufacturing or process data, Familiarity with cloud ML platforms, Familiarity with containerization, Experience with ETL/data integration tools, Experience with UI frameworks
What You'll Do.
Build machine learning models
Productionize machine learning models
Design optimization solutions
Develop optimization solutions
Deploy optimization solutions
Design multi-agent systems
Implement multi-agent systems
Implement tool-using capabilities
Implement function calling
Implement agent memory systems
Implement agent skills
Implement monitoring for agentic systems
Implement logging for agentic systems
Implement observability for agentic systems
Identify data sources for RAG
Develop retrieval strategies
Develop advanced retrieval strategies
Develop hybrid search
Develop re-ranking strategies
Develop contextual compression
Develop robust software
Develop maintainable software
Develop analytical pipelines
Implement hallucination detection
Implement output validation
Optimize system performance
Optimize token efficiency
Optimize cost efficiency
Guide junior data scientists
Mentor junior data scientists
Drive best practices in code quality
Drive best practices in system architecture
Drive best practices in applied AI research
Communicate analytical insights
Communicate model behavior
Communicate trade-offs
Integrate AI-assisted tools
Improve efficiency with AI
Improve quality with AI
Improve effectiveness with AI
Exercise sound judgment with AI
Comply with organizational standards
Comply with legal requirements
Contribute to continuous improvement
Identify AI-enabled enhancements
Test AI-enabled enhancements
Share AI-enabled enhancements
How You'll Work.
Team & Collaboration
Technical customers; Non-technical customers
Communication Scope
Analytical results; Model behavior; Trade-offs
Process & Methodology
Agile, SDLC, Git
Full 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. 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
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