Micron Technology
Semiconductor
SENIORENGINEER,TECHNOLOGY
Neural analysis suggests this role is
optimal for Senior candidates.
“SENIOR ENGINEER, TECHNOLOGY at Micron Technology. Skills: AI/ML, Data Science, Modeling, Process Optimization. Develop composite models. Deploy Virtual Process Models”
What You'll Achieve.
Process optimization; Yield improvement; Accelerated learning
Industry & Context.
Root cause analysis
What They're Looking For.
Must Have
Bachelor's degree with 5+ years, MS with 3+ years, PhD or equivalent experience, Foundation in statistics, Foundation in numerical methods, Foundation in scientific computing, Foundation in advanced modeling techniques, Demonstrated experience in statistical modeling, Demonstrated experience in ML-based process modeling, Demonstrated experience in DOE optimization, Demonstrated experience in yield analytics, Experience with AI/ML algorithms, Verbal and written communication skills
Nice to Have
Experience in the memory industry, Experience in the semiconductor industry, Previous experience as a Process engineer, Previous experience as a Process Integration engineer, Familiarity with DRAM fabrication processes, Familiarity with inline metrology, Familiarity with yield analysis workflows, Experience integrating models with fab data systems, Experience integrating models with SPC platforms, Experience integrating models with automated reporting tools, Exposure to agentic AI solutions, Exposure to advanced automation frameworks
What You'll Do.
Develop composite models
Deploy Virtual Process Models
Apply AI/ML algorithms
Perform sensitivity studies
Accelerate process learning
Drive model-informed process optimization
Drive model-informed process control
Integrate modeling workflows
Build agentic solutions
Identify insights from predictive modeling
Identify insights from images
Identify insights from data
Communicate findings to engineering teams
Communicate findings to leaders
Enable prompt action on yield improvement
How You'll Work.
Team & Collaboration
Collaborate with technology groups; Collaborate with product groups; Collaborate with cross-functional teams
Communication Scope
Translate technical results; Actionable insights
Full Job Description
**Our vision is to transform how the world uses information to enrich life for _all_. ** Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever. As a Senior AI/ML Engineer on Micron's Advanced Modeling and Artificial Intelligence Solutions team (AMAIS), you will deliver high-impact, model-informed solutions to technology development groups focused on DRAM. You will develop composite models for DRAM modules, collaborate with technology and product groups, and provide predictive modeling insights to DRAM Process, Process Integration (PI), and Product Engineering (PE) teams. This role combines deep process knowledge with advanced ML/AI techniques to drive process optimization, yield improvement, and accelerated learning across Micron's DRAM technology portfolio. **Key Responsibilities** * Develop composite models built on process knowledge for module co-optimization covering wafer and die level metrics, and deploy Virtual Process Models linking process conditions to inline metrology, defectivity, electrical, and yield outcomes * Apply AI/ML algorithms and a diverse range of computational techniques to train robust models with sparse datasets, capturing nonlinear behavior, interactions, and high-dimensional parameter spaces * Design smart DOEs, perform sensitivity studies, and response modeling to accelerate process learning while driving model-informed process optimization and control strategies * Integrate modeling workflows with fab data, SPC, and reporting systems for closed-loop learning, and collaborate with cross-functional teams to build ML and agentic solutions into composite models * Identify insights from predictive modeling, images, and data, and efficiently communicate findings to engineering teams and leaders to enable prompt action on yield improvement opportunities **Basic Qualifications** * B
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