Advanced Modeling Principal Engineer
Advanced Modeling Principal Engineer
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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 an Advanced Modeling Principal Engineer at Micron you will apply your expertise in the areas of computational engineering and ML/AI to test and deploy innovative modeling (w/ AI) solutions that provide business value in technology development and manufacturing. You will have the opportunity and expectation to continuously uplevel your skills and timely deliver highimpact solutions to technology and products group.
Responsibilities:
Develop digital twins for fab technology cooptimization covering wafer die and package level models across tech nodes.
Collaborate with global teams to develop and deploy solutions to accelerate design technology and product development.
Draw from a broad background of computational and GenAI techniques to train robust models with sparse datasets.
Identify insights from predictive modeling and images/data interpret and efficiently communicate findings to engineering teams and senior leaders.
Minimum Qualifications:
Masters 10 years or PhD 7 years or equivalent experience in Engineering Computer Science Data Science Applied Mathematics Applied Physics or equivalent
Strong understanding of Numerical Methods High Performance Computing Machine Learning and Artificial Intelligence algorithms
Experienced in innovative Multiphysics and Multiscale modeling methods and ML/DL/AI libraries working with high dimensional and dynamic datasets
Experience in computational materials process structure and mechanics modeling
Proficient in Linux C Python working in Cloud or HPC environment
Familiar with SQL data engineering and various cloud platforms (GCP Azure AWS)
Proven experience and or knowledge in the semiconductor industry is helpful
Preferred Qualifications:
Experience in the memory industry is helpful
Previous experience as Process or PI engineer will be an asset
Sophisticated skills in multiscale stress and thermomechanical modeling
Experience with enterprise level user documentation and presentations to senior leaders
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 timeoff program and paid holidays. For additional information regarding the Benefit programs available please see the Benefits Guide posted on 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.
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To learn more about Micron please visit US Sites Only: To request assistance with the application process and/or for reasonable accommodations please contact Microns People Organization at or(select option #3
Micron Prohibits the use of child labor and complies with all applicable laws rules regulations and other international and industry labor standards.
Micron does not charge candidates any recruitment fees or unlawfully collect any other payment from candidates as consideration for their employment with Micron.
Required Experience:
Staff IC
Employment Type
Full-Time
