DRAM Yield Analytics Engineer (ML-Driven)

Micron Technology, Inc.; Boise (ID); On-site; USD 90,000 - 130,000; Full time

Benefits offered by this job

Medical, dental, and vision plans

Paid time off

Paid holidays

Family leave

Job summary

Micron Technology, Inc. is seeking a Yield Analysis (DA) engineer to characterize electrical data, identify issues, and drive end-of-line yield improvements.

You will work with R&D and manufacturing to accelerate product transfer, applying device physics and ML to predict performance and optimize processes. The role requires a strong data analysis background, experience with CMOS memory, and programming skills in Python, R, SQL, and JavaScript.

Qualifications

• Bachelor level degree in engineering or related semiconductor field; 5+ years industrial experience
• Strong understanding of semiconductor processing and CMOS operation
• Experience extracting, analyzing, and reporting data clearly
• Excellent written and verbal communication; presentation skills
• Ability to communicate complex analyses succinctly and drive actions
• CIP mindset with focus on measurement accuracy and yield predictions
• Demonstrated statistical analysis skills; data-driven approach
• Programming skills in Python, R, SQL and JavaScript; cross-functional teamwork

Responsibilities

• Analyze end-of-line test, parametric and fab data to identify yield issues
• Develop tools for yield analysis and apply ML to improve accuracy
• Identify new ways to use existing tools to detect process issues
• Study interactions between process modules/equipment to detect failure mechanisms
• Use inline data to drive process improvements and standardize methods
• Lead cross-functional focus teams to troubleshoot yield problems
• Provide feedback to R&D on design/process limitations
• Publish and present reports on process experiments
• Support transfer of new parts from R&D to manufacturing

Skills

Data analysis

Machine learning

Python

R

SQL

JavaScript

Communication

Teamwork

Self-learning

Education

Bachelor's degree in Engineering or related Semiconductor field

MS or PhD in Engineering or related Semiconductor field

Tools

Python

R

SQL

JavaScript

Job description

Micron Technology, Inc. is seeking a Yield Analysis (DA) engineer to characterize electrical data, identify issues, and drive end-of-line yield improvements.

You will work with R&D and manufacturing to accelerate product transfer, applying device physics and ML to predict performance and optimize processes. The role requires a strong data analysis background, experience with CMOS memory, and programming skills in Python, R, SQL, and JavaScript.