Senior Engineer, Advanced Process Modeling

Micron Technology; Hyderabad; On-site; INR 2,500,000 - 4,000,000; Full time

Job summary

Micron Technology, Inc. in Hyderabad seeks a Senior Modeling Engineer to develop and validate process and structure models using ML and numerical methods.

You will report results to the AMAIS team and collaborate on next steps, applying ML, AI, and multi-physics approaches to memory development and manufacturing challenges. The role requires independence, strong coding skills (Python/C++/MATLAB), and experience with OpenFOAM, ANSYS Fluent, and COMSOL.

Qualifications

• Independence – be comfortable executing activities and needs.
• Experience in algorithm development, numerical methods, and scientific computing.
• Experience with regression, neural networks, and frameworks.
• Background in thermodynamics, physics, and chemistry.
• Experience with process and multi-physics modeling and implementation.
• Experience with Bash, Python, Perl/TCl/MATLAB, or C++.

Responsibilities

• Develop and validate process/structure models using machine learning and statistical techniques.
• Report results to AMAIS team and collaborate on next steps.
• Code, implement, and utilize numerical models.
• Support memory development and manufacturing teams with modeling insights.
• Work in a dynamic, fast-paced environment delivering reproducible results.

Skills

Machine Learning

Deep Learning

Numerical Methods

Python

C++

Linux

OpenFOAM

ANSYS Fluent

COMSOL

FEM/FVM/PFM

Thermodynamics

Physics

Chemistry

Multi-physics

Regression

Neural Networks

AI Tools

Education

Master’s or Ph.D. in Applied Mechanics, Applied Chemistry, Applied Physics, Materials Science, Mechanical Engineering, Electrical Engineering, or related fields

Tools

Linux

Bash

Python

Perl/TCl/MATLAB

OpenFOAM

Job description

Job IDJR105671Our 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.In the Technology - Advanced Modeling and AI Solutions (AMAIS) Group in Hyderabad, you will work in a multi-functional team of engineers highly skilled in the modeling of process, equipment, structures, and materials. This team’s primary responsibility is to support and enable solutions to Micron’s most significant challenges in Memory development and manufacturing.Your role will be to work on a project that directly supports one of our group’s critical programs. This project will involve materials or structure or process modeling. You will be responsible for developing and validating process/structure models using machine learning and statistical techniques, to build state-of-the-art products/solutions that helps in predictive analytics, prescriptive solutions, decision support, and decision automation data systems for our technology development and manufacturing teams. You are expected to work in a dynamic and fast-paced team environment developing models and reporting results to the AMAIS team and collaborating with them on next steps. This position seeks individuals that can code, implement, and utilize numerical models.Qualifications:Independence – be comfortable executing activities and needsExperience in algorithm development, numerical methods, and scientific computingExperience with computational materials science methodologiesFamiliarity with machine learning and deep learning concepts and applicationsExperience with regression, neural networks, and frameworksStrong background in thermodynamics, physics, and chemistryExperience with process and multi-physics modeling, and implementationExperience with OpenFOAM, ANSYS Fluent, COMSOL, and familiarity with the FEM, FVM, PFM methods and implementationsExperience with common modeling software, previous software development and Linux experienceExperience with Bash, Python, Perl/TCl/MATLAB, or C++Experience with reports and presentations customized for users and leadersOutstanding teamwork and experience with remote collaboration toolsStrong debug and problem-solving skillsExperience writing reports and conference papersExcellent written and verbal communicationBackground in semiconductor process development or integration is encouragedFamiliarity of using AI tools is a plusExperience: 3+ years of modelingEducation: Master’s or Ph.D. in Applied Mechanics, Applied Chemistry, Applied Physics, Materials Science, Mechanical Engineering, Electrical Engineering, or related fields.About Micron Technology, Inc.We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all. With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron and Crucial brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities — from the data center to the intelligent edge and across the client and mobile user experience.To learn more, please visit micron.com/careersAll qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.To request assistance with the application process and/or for reasonable accommodations, please contact [e-mail] 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.Micron FoundationStrong communities and education are vital to the success of both society and innovative companies. Every Micron site understands the complex needs of their local community. Whether it’s through strategic giving, sponsorships or deploying team member volunteers, we are making a difference.SustainabilityMicron is committed to sustainable practices and supporting our global community. We are building and maintaining sustainable operations, products, and communities while focusing on opportunities and risks that are most important to our business success and stakeholders.Insights from previous hiresYears of experience4-88+Less than 2 years2 - 4 years4 - 8 years8+ yearsTop skillsAlgorithmsArtificial IntelligenceBashPreviously worked atPreviously worked as1. Senior Engineer2. Lead Engineer3. Principal Engineer4. Engineering Manager5. Senior Software Engineer