Senior Engineer, Advanced Process Modeling

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

Job summary

Micron Technology, Inc. in Hyderabad seeks a modeling specialist to develop and validate process and structure models using ML and numerical methods. You will build predictive analytics and decision-support solutions for memory development and manufacturing, reporting results to the AMAIS team and collaborating on next steps.

The role requires 3+ years in modeling and a Master's or Ph.D. in a related field, with strong background in thermodynamics, physics, chemistry, and materials science.

Qualifications

• Independence to execute activities and needs.
• Experience in algorithm development, numerical methods, and scientific computing.
• Experience with computational materials science methodologies.
• Familiarity with machine learning and deep learning concepts and applications.
• Experience with regression, neural networks, and frameworks.
• Strong background in thermodynamics, physics, and chemistry.
• Experience with process and multi-physics modeling.
• Experience with OpenFOAM, ANSYS Fluent, COMSOL; familiarity with FEM, FVM, PFM methods.
• Experience with Bash, Python, Perl/TCl/MATLAB, or C++.
• Experience with reports and presentations customized for users and leaders.
• Outstanding teamwork and experience with remote collaboration tools.
• Strong debug and problem-solving skills.
• Experience writing reports and conference papers.
• Excellent written and verbal communication.
• Background in semiconductor process development or integration is encouraged.
• Familiarity with using AI tools is a plus.
• Experience: 3+ years of modeling.
• Education: Master's or Ph.D. in related fields.

Responsibilities

• Develop and validate process/structure models using machine learning and statistical techniques.
• Build state-of-the-art products/solutions to support technology development and manufacturing teams.
• Report results to the AMAIS team and collaborate on next steps.

Skills

Independence

Algorithm development

Numerical methods

Scientific computing

ML concepts

Regression

Neural networks

Deep learning concepts

Thermodynamics

Physics

Chemistry

Multi-physics modeling

Report writing

Teamwork

Communication

Problem solving

Semiconductor processes

AI tools familiarity

Modeling experience

Education

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

Tools

OpenFOAM

ANSYS Fluent

COMSOL

FEM

FVM

PFM

Bash

Python

Perl

MATLAB

C++

Linux

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.

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 needs
• Experience in algorithm development, numerical methods, and scientific computing
• Experience with computational materials science methodologies
• Familiarity with machine learning and deep learning concepts and applications
• Experience with regression, neural networks, and frameworks
• Strong background in thermodynamics, physics, and chemistry
• Experience with process and multi-physics modeling, and implementation
• Experience with OpenFOAM, ANSYS Fluent, COMSOL, and familiarity with the FEM, FVM, PFM methods and implementations
• Experience with common modeling software, previous software development and Linux experience
• Experience with Bash, Python, Perl/TCl/MATLAB, or C++
• Experience with reports and presentations customized for users and leaders
• Outstanding teamwork and experience with remote collaboration tools
• Strong debug and problem-solving skills
• Experience writing reports and conference papers
• Excellent written and verbal communication
• Background in semiconductor process development or integration is encouraged
• Familiarity of using AI tools is a plus
• Experience : 3+ years of modeling
• Education : 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/careers

All 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]

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.