Micron Technology

SeniorDataScientist

S$140–220k ~AI est. Singapore FULL TIME Remote Friendly
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Senior candidates.

The Brief

“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.

Problems you'll solve

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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