Micron Technology

Technology

SeniorDataScientist

S$130–195k ~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, Data Science. Build and productionize ML models for product-quality prediction. Develop anomaly and drift detection/monitoring”

What You'll Achieve.

Improve semiconductor product quality; Improve yield; Improve productivity; Prevent customer-impacting quality events; Reduce escapes; Accelerate root-cause analysis; Accelerate corrective actions; Detect distribution shifts; Enable intelligent automation

Industry & Context.

Technology
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 related quantitative field, 5+ years industry experience in Data Science, Proven track record developing and deploying ML/LLM solutions, Proficiency in Python, Experience extracting and manipulating data using SQL, Experience working in Agile/SDLC environments, Experience with version control (Git), Experience with collaboration tools (JIRA, Confluence)

Nice to Have

2+ years building production LLM or agentic AI systems, Exposure to manufacturing or process data, Familiarity with cloud ML platforms (Google Cloud Vertex AI), Familiarity with containerization (Docker, Kubernetes), Experience with ETL/data integration tools, Experience with UI frameworks (Angular, React), Ph.D. in Computer Science, Data Science, Operations Research, Mathematics, or related quantitative field

What You'll Do.

Build and productionize ML models for product-quality prediction

Develop anomaly and drift detection/monitoring

Apply text analytics to quality narratives

Design and implement multi-agent systems for PQ workflows

Implement tool-using capabilities

Implement function calling

Implement agent memory systems

Implement agent skills

logging and observability for agentic systems

Identify potential data sources for RAG implementation

Develop advanced retrieval strategies

maintainable software and analytical pipelines

Implement hallucination detection

Implement output validation

Optimize system performance

Optimize token efficiency

Optimize cost efficiency

Guide and mentor junior data scientists

Drive best practices in code quality

Drive best practices in system architecture

Drive best practices in applied AI research

Clearly communicate analytical insights

Communicate model behavior

Communicate trade-offs to technical customers

Communicate trade-offs to non-technical customers

Enable data-driven decisions

Integrates AI-assisted tools and insights into daily work

Improve effectiveness

Exercise sound judgment

Comply with organizational standards

Comply with legal requirements

Contribute to a culture of 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; Junior data scientists

Communication Scope

Analytical insights; Model behavior; Trade-offs

Process & Methodology

Agile, SDLC

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 to improve semiconductor product quality, yield, and productivity. You will develop predictive models, actionable insights, and AI-enabled solutions that address large-scale manufacturing and quality challenges involving die-level, wafer-level, test, and quality/customer-related data. Your work will directly help prevent customer-impacting quality events, reduce escapes, accelerate root-cause analysis and corrective actions, detect distribution shifts in manufacturing and field signals, and enable intelligent automation across Micron’s global fabs, bridging factory learning with customer-facing product quality outcomes. **Responsibilities and Tasks** * **Product Quality (PQ) Predictive Solutions:** * Build and productionize ML models (classification/regression) for product-quality prediction (e.g., escape prevention, failure-mode prediction, risk scoring) across manufacturing and post-manufacturing data. * Develop anomaly and drift detection/monitoring (e.g., Isolation Forest, autoencoders/VAEs) to identify emer

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