AI-Enabled Yield Deviation & Tail Analysis Engineer

Micron Technology; Boise (ID); On-site; USD 150,000 - 210,000; Full time

Job summary

Micron Technology in Boise invites you to join the Yield Analysis team as a Deviation & Yield Tail Yield Analysis Engineer. You will lead efforts to identify, characterize, and resolve yield loss mechanisms impacting high-volume manufacturing, leveraging advanced analytics, AI-enabled tools, and model-based problem solving to uncover root causes and deliver sustainable yield improvements.

You'll collaborate with Process Integration, Process Engineering, RDA, Quality, Manufacturing, and Failure

Qualifications

• Master’s degree in Electrical Engineering, Materials Science, Physics, or a related technical discipline.
• 10+ years of semiconductor industry experience.
• 10+ years of experience in semiconductor physics, transistor operation, scaling limitations, reliability fundamentals, and CMOS characterization methods.
• 7+ years of experience using data analysis tools such as JMP, Python, or similar software.
• Demonstrated experience performing data-driven yield analysis and root cause investigations in a semiconductor manufacturing environment.

Responsibilities

• Monitor MBPS and yield-tail losses, deviations, and failure signatures using lot, wafer, die, bitmap, and parametric analysis.
• Lead MBPS and root cause investigations using hypothesis-driven problem solving, statistical analysis, fault trees, and process correlation techniques to achieve verified physical root cause.
• Drive defect characterization and failure analysis activities by correlating electrical signatures, inspection data, EFA/PFA findings, and yield-loss mechanisms.
• Partner with Process Integration, Process Engineering, RDA, Quality, Manufacturing, and Failure Analysis teams to implement and validate corrective and preventive actions.
• Develop and deploy analytics, dashboards, automation solutions, and AI-enabled workflows that improve issue sourcing, RCA efficiency, and yield performance.

Skills

Data analysis

Root cause investigations

Hypothesis-driven solving

Statistical analysis

Education

Master’s degree in Electrical Engineering, Materials Science, Physics

Tools

JMP

Python

Job description

Micron Technology in Boise invites you to join the Yield Analysis team as a Deviation & Yield Tail Yield Analysis Engineer. You will lead efforts to identify, characterize, and resolve yield loss mechanisms impacting high-volume manufacturing, leveraging advanced analytics, AI-enabled tools, and model-based problem solving to uncover root causes and deliver sustainable yield improvements.

You'll collaborate with Process Integration, Process Engineering, RDA, Quality, Manufacturing, and Failure