What you’ll do
Developing physics-based models for Thermal/CFD/Chemistry applications for components in semiconductor capital equipment industry. Experience in commercial software like ANSYS Fluent, Star CCM+, or COMSOL, etc., is highly desirable.
Strong ability in closed-form solutions and analytical methods development and understanding fundamentals in fluid mechanics and heat transfer.
Utilizing DOE, Optimization, and statistical methods and data driven modeling to correlate Simulation data to experimental data.
Provide design improvements of in-service tools based upon quantitative field measured failure data and less quantitative quality metrics as measured by Lam Research.
Provide written reports and oral presentation of results to design teams and management.
Work directly with mechanical, electrical, process and software engineers to define design requirements, goals and objectives of design, CIP, testing and simulation plans.
Robust written and oral communication. Self-starter to start own initiatives and projects for continuous improvement in capabilities and design.




Put your running shoes on: In this job you’ll work in a highly dynamic and rapidly changing environment within a team of interdisciplinary experts driving to solutions to the most challenging business needs.
Who we’re looking for
Minimum Master’s degree in Mechanical/Chemical Engineering with 10+ years of experience ; or a PhD with 5+ years experience; or equivalent experience in Computational Fluid Dynamics, Heat transfer, or related fields in a related industry, e.g., semiconductor, gas turbine, aerospace, automotive, etc.
Ability to work with a team to drive product development and design decisions. Propose design concepts and own decisions.
Strong ability and understanding of AI/ML concepts and hybrid physics-based AI/ML modeling software. Building and maintaining codes of AI/ML models with either simulation or test data. Experience with machine learning algorithms and tools (e.g., TensorF

📌 Modeling Engineer 3 (Bengaluru)
🏢 Lam Research
📍 Bengaluru