Postdoc - Advanced Modeling and AI Solutions

Micron Technology; Hyderabad; On-site; INR 1,200,000 - 1,800,000; Full time

Benefits offered by this job

Medical, dental and vision plans

Paid family leave

Paid time off and holidays

Job summary

Micron Technology in Hyderabad seeks a Postdoc for Advanced Modeling and AI Solutions to develop and apply numerical models for materials, processes, and structures within the AMAIS group. You will code and report results, collaborating with a multi-disciplinary team on cutting-edge memory development challenges.

The role emphasizes independent work in a fast-paced environment, with opportunities to publish conference papers and contribute to significant programs.

Qualifications

• Independence in planning and executing activities.
• Experience in algorithm development, numerical methods, and scientific computing.
• Experience with Wet Processes, Chemical Etching and Strip, Material selectivity, Chemistry evaluation, etc.
• Strong background in thermodynamics, physics, and chemistry.
• Experience with computational materials science methodologies.
• Familiar with machine learning and deep learning concepts and applications.
• Experience with regression, neural networks, and frameworks.
• Familiar with process and multi-physics modeling, and implementation.
• Experience with common modeling software, previous software development and Linux experience.
• Experience with Bash, Python, FORTRAN, or C++.
• Experience with OpenFOAM, ANSYS Fluent, COMSOL.
• Familiar with plasma and MC modeling.
• Strong debug and problem-solving skills.
• Experience writing reports and conference papers.
• Excellent written and verbal communication.
• Ability to work in a team environment and experience with remote collaboration tools.

Responsibilities

• Work on a project that supports one of AMAIS group's critical programs.
• Develop models related to materials, structure or process modeling.
• Code, implement, and utilize numerical models and report results.
• Collaborate with AMAIS team to determine next steps.

Skills

Independence

Algorithm development

Numerical methods

Scientific computing

Machine learning concepts

Regression & neural networks

Scripting languages

OpenFOAM

ANSYS Fluent

COMSOL

Plasma & MC modeling

Debugging & problem solving

Technical report writing

Verbal/written communication

Remote collaboration tools

Education

Ph.D. in Applied Chemistry/Applied Physics/Materials Science/Mechanical/Electrical/Chemical Engineering or related fields

Tools

OpenFOAM

ANSYS Fluent

COMSOL

Bash

Python

FORTRAN

C++

Job description

Req. ID: JR101206 Postdoc - Advanced Modeling and AI Solutions

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, structure, or process modeling. 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.

This position is temporary up to a period of 12 months.

Qualifications

• Independence – be comfortable executing activities and needs
• Experience in algorithm development, numerical methods, and scientific computing
• Experience with Wet Processes, Chemical Etching and Strip, Material selectivity, Chemistry evaluation, etc.
• Strong background in thermodynamics, physics, and chemistry
• Experience with computational materials science methodologies
• Familiar with machine learning and deep learning concepts and applications
• Experience with regression, neural networks, and frameworks
• Familiar with process and multi‑physics modeling, and implementation
• Experience with common modeling software, previous software development and Linux experience
• Experience with Bash, Python, FORTRAN, or C++
• Experience with OpenFOAM, ANSYS Fluent, COMSOL
• Familiar with plasma and MC modeling
• Strong debug and problem‑solving skills
• Experience writing reports and conference papers
• Excellent written and verbal communication
• Ability to work in a team environment and experience with remote collaboration tools

Experience

2+ years of modeling

Education

Ph.D. in Applied Chemistry, Applied Physics, Materials Science, Mechanical Engineering, Chemical Engineering, Electrical Engineering, or related fields.

Job Profile(s)

Semiconductor Design Engineer 3

Relocation level: (TBD)

Benefits

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, and benefit programs that help protect your income if you are unable to work due to illness or injury, paid family leave, robust paid time‑off program and paid holidays. For additional information regarding the Benefit programs available, please see the Benefits Guide posted on Benefits | Micron Technology, Inc

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.