Micron Technology

Semiconductor

Senior/StaffProductEngineer(GenAI,AI/ML&AdvancedDataAnalytics)

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/Staff Product Engineer (GenAI, AI/ML & Advanced Data Analytics) at Micron Technology. Skills: GenAI, AI/ML, Data Analytics, LLM. Design GenAI-powered systems. Build GenAI-powered systems”

What You'll Achieve.

Improve quality; Improve cost; Improve cycle time; Improve engineering efficiency; Improve engineering productivity; Improve business outcomes

Industry & Context.

Semiconductor
Problems you'll solve

Analytical; Problem-solving

What They're Looking For.

Must Have

Bachelor's or Master's degree, 2 years hands-on experience, Python and SQL proficiency, Data analytics and visualization foundation, Familiarity with agentic AI frameworks, Familiarity with modern AI coding tools, Experience developing and deploying AI/ML systems, Cloud experience with GCP, AWS, or Azure, Experience with LLM training, inference, and evaluation, Experience analyzing large, complex datasets, Analytical, problem-solving, and software development skills, Communication skills, Sense of ownership, accountability, and engineering rigor

Nice to Have

Experience building agentic systems for semiconductor, Deep understanding of semiconductor AI/ML applications, Demonstrated understanding of deep learning architectures, Experience using enterprise data platforms, Experience with Kubernetes or similar production infrastructure, Experience with web application technologies, Experience designing scalable, enterprise-grade AI/ML systems, Familiarity with document-processing pipelines, Experience working in cross-functional environments

What You'll Do.

Design GenAI-powered systems

Build GenAI-powered systems

Improve GenAI-powered systems

Develop scalable data pipelines

Develop analytical workflows

Ingest large datasets

Transform large datasets

Analyze large datasets

Perform deep analysis

Generate visualizations

Deliver engineering insights

Build LLM-based workflows

Evaluate LLM-based workflows

Optimize LLM-based workflows

Develop machine learning models

Productionize machine learning models

Implement data processing techniques

Translate engineering problems

Scale AI/ML solutions

Support deployment of AI/ML solutions

Monitor AI/ML solutions

Operationalize AI/ML solutions

Communicate technical findings

Communicate recommendations

Communicate model outcomes

Identify opportunities

How You'll Work.

Team & Collaboration

Cross-functional teams; Product Engineering; Design Engineering; System Engineering; Data Science; IT; Manufacturing

Communication Scope

Technical findings; Recommendations; Model outcomes; Technical concepts

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 part of the HIG HBM Product Engineering organization, you will help drive the development of next-generation GenAI, machine learning, and advanced data analytics solutions for semiconductor engineering. In this role, you will work on intelligent systems that improve engineering productivity, strengthen technical decision-making, and unlock insights from complex manufacturing, validation, and engineering workflows. You will collaborate with cross-functional teams across Product Engineering, Design Engineering, System Engineering, Data Science, IT, and Manufacturing to prototype, build, and scale practical AI-driven solutions that improve quality, cost, cycle time, and engineering efficiency. **Key Responsibilities** * **GenAI System Development:** Design, build, and improve GenAI-powered and agentic systems supporting semiconductor engineering workflows such as code generation, data extraction, analytics, documentation automation, failure triage, and technical knowledge retrieval. * **Large-Scale Data Pipelines:** Develop scalable data pipelines and analytical workflows to ingest, clean, transform, and analyze large, complex, and heterogeneous datasets from multip

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