Micron Technology

Technology

DataScientist(SmartManufacturing&AI)

S$105–155k ~AI est. Singapore FULL TIME Remote Friendly
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Mid+ candidates.

The Brief

“Data Scientist (Smart Manufacturing & AI) at Micron Technology. Skills: Data Science, Machine Learning, AI, Smart Manufacturing. Build machine learning models. Productionize machine learning models”

Industry & Context.

Technology
Problems you'll solve

Problem-solving

What They're Looking For.

Must Have

Bachelor's in Computer Science, Data Science degree, Operations Research degree, Mathematics degree, Proficiency in Python, Solid foundation in statistics, Solid foundation in machine learning, Experience with SQL, Experience with Git, Familiarity with interactive data applications, Verbal communication skills, Written communication skills, Digital fluency, AI literacy

Nice to Have

Exposure to LLMs, Exposure to agentic AI frameworks, Exposure to RAG pipelines, Experience with time-series data, Experience with process data, Experience with manufacturing data, Experience handling concept drift, Experience handling imbalanced datasets, Familiarity with cloud platforms, Familiarity with data visualization tools, Exposure to ETL tools, Exposure to containerization, Exposure to web frameworks, Coursework involving optimization, Coursework involving mathematical programming, Coursework involving statistical modeling

What You'll Do.

Build machine learning models

Productionize machine learning models

Support predictive analytics

Support prescriptive analytics

Contribute to design of multi-agent systems

Contribute to implementation of multi-agent systems

Develop retrieval strategies

Improve context quality for LLM-based applications

Assist in implementing tool-using capabilities

Assist in implementing function calling

Assist in implementing agent memory systems

Develop maintainable code

Develop analytical pipelines

Optimize for performance

Optimize for token efficiency

Collaborate on testing

Collaborate on deployment

Collaborate on monitoring

Communicate analytical insights

Communicate model behavior

Integrate AI-assisted tools

Improve effectiveness

Identify AI-enabled enhancements

Test AI-enabled enhancements

Share AI-enabled enhancements

How You'll Work.

Team & Collaboration

Senior data scientists; Product owners

Communication Scope

Explain complex analytical results

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 Data Scientist (Smart Manufacturing & AI) at Micron, you will develop data-driven solutions that improve semiconductor manufacturing yield, quality, and productivity. Working alongside senior data scientists and product owners, you will build predictive models, develop AI-powered solutions, and contribute to analytical pipelines that solve real-world manufacturing challenges involving die-level, wafer-level, and test data. **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. * **Agentic AI and LLM Development:** * Contribute to the design and implementation of multi-agent systems for TSE workflows, including code generation, automated troubleshooting, and process optimization. * Work with retrieval-augmented generation (RAG) pipelines: identify data sources, develop retrieval strategies, and improve context quality for LLM-based applications. * Assist in implementing tool-using capabilities, function calling, and agent memory systems. * **Software

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