Staff Engineer: AI-Driven Semiconductor Modeling

Micron Technology, Inc.; Boise (ID); On-site; USD 120,000 - 170,000; Full time

Benefits offered by this job

Medical benefits

Paid time off

Paid holidays

Job summary

Micron Technology, Inc. in Boise, Idaho, is seeking a Sr/Staff Technology-AMAIS Engineer to develop and deploy predictive process models and AI-enabled workflows within VPM and SPOCK.

You will work at the intersection of semiconductor processing, AI, and data science to optimize DRAM and HBM technology transfer and production. Responsibilities include building scalable modeling pipelines, validating models, and translating insights into actionable manufacturing improvements.

Qualifications

• Master's or Ph.D. in Electrical Engineering, Chemical Engineering, Mechanical Engineering, Materials Science, Applied Physics, Statistics, Data Science, Computer Science, or a related field.
• Strong expertise in statistical analysis, experimental design, optimization, machine learning, and predictive modeling.
• Experience developing analytical and machine learning models using Python or similar scientific computing environments.

Responsibilities

• Develop and deploy VPM process models using semiconductor manufacturing, equipment, metrology, wafer, and product data to optimize process performance.
• Apply advanced analytics, statistical methods, AI, and Agentic AI to solve complex semiconductor technology and manufacturing challenges.
• Build and enhance AI-enabled SPOCK/composite modeling workflows that integrate process data, machine learning algorithms, statistical models, and engineering expertise.
• Support the full model lifecycle, including development, validation, deployment, monitoring, and refresh of VPM and SPOCK applications.
• Create scalable automation and workflow solutions to improve modeling efficiency, robustness, and repeatability.
• Evaluate model performance through statistical validation, robustness testing, and detailed analysis to ensure fitness for use.
• Translate modeling insights into actionable recommendations that drive process optimization, yield improvement, technology development, and manufacturing excellence.
• Collaborate with multi-functional and global teams to scope projects, establish standard processes, maintain documentation/governance, and communicate technical results to partners and leadership.

Skills

statistical analysis

experimental design

optimization

machine learning

predictive modeling

Python

Education

Master's degree or Ph.D.

Tools

SPOCK platform

Virtual Process Modeling (VPM)

Job description

Micron Technology, Inc. in Boise, Idaho, is seeking a Sr/Staff Technology-AMAIS Engineer to develop and deploy predictive process models and AI-enabled workflows within VPM and SPOCK.

You will work at the intersection of semiconductor processing, AI, and data science to optimize DRAM and HBM technology transfer and production. Responsibilities include building scalable modeling pipelines, validating models, and translating insights into actionable manufacturing improvements.