Yield Analytics Engineer: AI-Driven Insights

Micron Technology, Inc; Boise (ID); On-site; USD 90,000 - 120,000; Full time

Job summary

Micron Technology, Inc. in Boise is seeking a Yield Analysis Engineer to improve fab yield through advanced data analysis, defect characterization, and root-cause investigation.

You will collaborate with Process Integration, Process Engineering, and Failure Analysis teams to identify yield limiters and drive corrective actions. The role blends semiconductor expertise with analytics and AI-enabled tools to develop yield Pareto analyses, monitor yields, and share best practices across global

Qualifications

• Bachelor’s degree in Electrical Engineering, Materials Science, Physics, or a related technical field.
• 3+ years of semiconductor manufacturing experience.
• 2+ years of experience using data analysis tools such as JMP, Python, or similar software.
• Experience using AI, machine learning, or generative AI tools to enhance data analysis and productivity.

Responsibilities

• Monitor probe yields and trends to identify yield excursions, characterize yield loss, and explain gaps between target and actual performance
• Perform advanced data analysis and develop yield paretos to prioritize issues and guide factory yield-improvement efforts
• Apply statistical methods and data-mining techniques to identify root causes and uncover opportunities for process improvement
• Partner with Failure Analysis, Process Integration, and Process Engineering teams to correlate electrical, physical, and manufacturing data and drive issue resolution
• Develop and share best known methods, automation solutions, and analytical approaches across global teams to improve yield performance

Skills

Data analysis

Python

JMP

AI/ML tools

Statistical methods

Semiconductor physics

Education

Bachelor’s degree in Electrical Engineering, Materials Science, Physics, or related field

Master’s degree in Computer Science, Engineering, or related field

Tools

JMP

Python

Job description

Micron Technology, Inc. in Boise is seeking a Yield Analysis Engineer to improve fab yield through advanced data analysis, defect characterization, and root-cause investigation.

You will collaborate with Process Integration, Process Engineering, and Failure Analysis teams to identify yield limiters and drive corrective actions. The role blends semiconductor expertise with analytics and AI-enabled tools to develop yield Pareto analyses, monitor yields, and share best practices across global