Senior Engineer, Advanced Process Modeling

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

Job summary

Micron Technology, Inc. in Hyderabad invites applications for a Senior Engineer in Advanced Process Modeling.

You will model materials, structures, and processes, employing machine learning and statistical methods to build state-of-the-art solutions for predictive analytics and decision automation in memory development and manufacturing. The role requires 3+ years of modeling experience and advanced degrees.

Qualifications

• Requires independence to execute activities and decisions.
• Experience with algorithm development and scientific computing.
• Background in computational materials science methodologies.
• Familiarity with machine learning and deep learning concepts.
• Experience with regression and neural networks.
• Strong background in thermodynamics, physics and chemistry.
• Experience with process and multi-physics modeling and implementations.
• Experience with OpenFOAM, ANSYS Fluent, COMSOL and related FEM/FVM methods.
• Experience with Linux, Bash, Python, MATLAB, or C++.
• Excellent report writing and presentation skills.

Responsibilities

• Develop and validate process/structure models using ML and statistics.
• Build predictive analytics, prescriptive solutions and decision automation data systems.
• Collaborate with AMAIS group across multiple teams for next steps.
• Prepare results for users and leaders; communicate clearly.

Skills

Algorithm development

Numerical methods

Scientific computing

Machine learning

Deep learning

Regression analysis

Neural networks

Thermodynamics

Physics

Chemistry

Process modeling

Multi-physics modeling

OpenFOAM

ANSYS Fluent

COMSOL

FEM/FVM

Linux

Python

C++

Education

Master's or PhD in Applied Mechanics, Applied Chemistry, Applied Physics, Materials Science, Mechanical Eng, Electrical Eng or related fields

Tools

OpenFOAM

ANSYS Fluent

COMSOL

FEM/FVM

Python

C++

Linux

Job description

Job Title and ID

Req. ID: JR105671 – Senior Engineer, Advanced Process Modeling

Job Overview

Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence. In the Technology – Advanced Modeling and AI Solutions (AMAIS) Group in Hyderabad, you will collaborate with a multi‑functional team of engineers skilled in the modeling of process, equipment, structures, and materials. Your primary responsibility will be to support and enable solutions to Micron’s most significant challenges in memory development and manufacturing.

Responsibilities

Your role will involve working on a critical program that includes materials, structure, or process modeling. You will develop and validate process/structure models using machine learning and statistical techniques to build state‑of‑the‑art products and solutions that support predictive analytics, prescriptive solutions, decision support, and decision automation data systems for technology development and manufacturing teams. You will work in a dynamic, fast‑paced team environment, report results to AMAIS, and collaborate with them on next steps.

Qualifications

• Independence—comfortable executing activities and making decisions independently.
• 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 related frameworks.
• Strong background in thermodynamics, physics, and chemistry.
• Experience with process and multi‑physics modeling and implementation.
• Experience with OpenFOAM, ANSYSFluent, COMSOL, and familiarity with FEM, FVM, PFM methods and implementations.
• Experience with common modeling software, prior software development, and Linux.
• Experience with Bash, Python, Perl/Tcl/MATLAB, or C++.
• Experience preparing reports and presentations for users and leaders.
• Excellent teamwork and remote collaboration skills.
• Strong debugging 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 & Education

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.

Job Profile

Semiconductor Design Engineer3. Relocation level: TBD.

EEO Statement

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, disability, protected veteran status, gender identity, or any other factor protected by applicable federal, state, or local laws.