Senior Engineer, Technology - AMAIS

Job Title

Senior Engineer, Technology - AMAIS

Role Summary

Deliver model-driven solutions for DRAM module technology development. Lead development of composite, physics-based models and provide predictive modeling insights to support process, PI, and product integration teams.

Experience Level

Senior — typically expects experienced engineers with multiple years of relevant industry experience (senior-level technical contributor).

Responsibilities

Key responsibilities include developing and applying multiscale structural and stress models to guide DRAM module design and process integration.

• Develop composite models grounded in structural and stress physics to enable module co-optimization across wafer- and die-level metrics.
• Extract insights from predictive models, images, and data; communicate findings to engineering teams and leaders.
• Collaborate across functions to integrate ML and advanced algorithmic solutions into composite models.
• Train robust computational and AI models on sparse, high-dimensional datasets.
• Build structural models that integrate process flow, layout, materials, and thermo-mechanical response.
• Apply multiscale stress modeling to assess stress, strain, deformation, cracking, voiding, and layout-related risk.
• Partner with layout, PI, and integration teams to guide design and integration decisions.
• Support root-cause analysis and predictive risk assessment using physics-based models augmented with data.
• Drive model-informed process integration strategies to improve yield.

Requirements

Must-have technical skills and experience; preferred items listed separately.

• Advanced multiscale structural and stress modeling expertise.
• Strong foundation in numerical methods and high-performance computing (HPC).
• Practical experience with ML/AI algorithms and relevant libraries for dynamic, high-dimensional data.
• Proficient programming skills in C++ and Python; comfortable in Linux environments.
• Experience working in cloud or HPC compute environments.
• Excellent verbal and written communication skills for cross-functional collaboration and leadership updates.

Preferred:

• Exposure to layout-aware stress analysis or process-structure interaction studies.
• Experience in the memory (semiconductor) industry.
• Prior experience as a Process or PI engineer.
• Experience creating enterprise-level documentation and presenting to senior leaders.

Education Requirements

Bachelor's degree with ~5+ years' experience, Master's degree with ~3+ years, or PhD (or equivalent practical experience) in Engineering, Artificial Intelligence, Data Science, Applied Mathematics/Sciences, or a related technical field.

About the Company

Company: Micron Technology

Headquarters: Boise, Idaho, USA

Micron Technology is a global leader in memory and storage solutions, dedicated to transforming how the world uses information. The company offers a diverse portfolio of high-performance DRAM, NAND, and NOR memory products under the Micron and Crucial brands. With a commitment to customer focus and technological innovation, Micron drives advancements in artificial intelligence, 5G, and other data-centric applications, empowering users to learn, communicate, and progress.