Senior AI/ML Engineer, DRAM Technology Modeling

Req ID:

JR101076

Senior AI/ML Engineer, DRAM Technology Modeling 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
• Bachelor's degree with 5+ years, MS with 3+ years, or PhD or equivalent experience in Engineering, Artificial Intelligence, Data Science, Applied Mathematics, Applied Sciences, or a related field.
• Strong foundation in statistics, numerical methods, scientific computing, and advanced modeling techniques.
• Demonstrated experience in statistical modeling, ML-based process modeling, DOE optimization, or yield analytics.
• Experience with AI/ML algorithms applied to engineering or physical systems.
• Strong verbal and written communication skills with the ability to translate complex technical results into clear, actionable insights. Preferred Qualifications
• Experience in the memory or semiconductor industry.
• Previous experience as a Process or Process Integration (PI) engineer.
• Familiarity with DRAM fabrication processes, inline metrology, and yield analysis workflows.
• Experience integrating models with fab data systems, SPC platforms, or automated reporting tools.
• Exposure to agentic AI solutions or advanced automation frameworks applied to manufacturing environments.

Job Profile(s): Data Scientist 3

Relocation Level:

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As a world leader in the semiconductor industry, Micron is dedicated to your personal wellbeing and professional growth. Micron benefits are designed to help you stay well, provide peace of mind and help you prepare for the future. We offer a choice of medical, dental and vision plans in all locations enabling team members to select the plans that best meet their family healthcare needs and budget. Micron also provides benefit programs that help protect your income if you are unable to work due to illness or injury, and paid family leave. Additionally, Micron benefits include a robust paid time-off program and paid holidays. For additional information regarding the Benefit programs available, please see the Benefits Guide posted on Benefits | Micron Technology, Inc Micron is proud to be an equal opportunity workplace and is an affirmative action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin, citizenship status, disability, protected veteran status, gender identity or any other factor protected by applicable federal, state, or local laws. To learn about your right to work click here.

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