Senior Engineer, Technology - AMAIS
Indexed description
As a Senior Engineer on Micron’s Technology-AMAIS team, you will deliver high-impact, model-driven solutions for technology development. You will lead the delivery of composite models for DRAM modules, partner with technology and product teams, and provide predictive modeling insights to DRAM Process, PI, and PE organizations.
Responsibilities Include
- 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, and clearly communicate findings to engineering teams and leaders.
- Collaborate across functions to integrate ML and agentic solutions into composite models that meet engineering needs.
- Use computational and AI techniques to train robust models on sparse 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.
- Bachelor’s degree with 5+ years’ experience, or MS with 3+ years, or PhD (or equivalent experience) in Engineering, Artificial Intelligence, Data Science, Applied Mathematics/Sciences, or a related field.
- Advanced multiscale structural modeling expertise.
- Strong foundation in numerical methods, high-performance computing (HPC), and ML/AI algorithms.
- Experience with innovative multiphysics and multiscale methods and ML/DL/AI libraries for high-dimensional, dynamic datasets.
- Proficient in Linux, C++, and Python; experience in cloud or HPC environments.
- Excellent verbal and written communication skills.
- Proven experience in multiphysics and multiscale structural modeling.
- Exposure to layout-aware stress analysis or process-structure interactions.
- Experience in the memory industry is a strong plus.
- Prior experience as a Process or PI engineer.
- Experience creating enterprise-level documentation and presenting to senior leaders.
- Knowledge of the semiconductor industry.
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.
To learn more about Micron, please visit micron.com/careers
For US Sites Only: To request assistance with the application process and/or for reasonable accommodations, please contact Micron’s People Organization at [email protected] or 1-800-336-8918 (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.
AI alert: Candidates are encouraged to use AI tools to enhance their resume and/or application materials. However, all information provided must be accurate and reflect the candidate's true skills and experiences. Misuse of AI to fabricate or misrepresent qualifications will result in immediate disqualification.
Fraud alert: Micron advises job seekers to be cautious of unsolicited job offers and to verify the authenticity of any communication claiming to be from Micron by checking the official Micron careers website in the About Micron Technology, Inc.
Create a free Caio profile to unlock more results and save your role and location preferences.
Unlock free search