Modeling Engineer 3 (CFD, Thermal, AI / ML)

Modeling Engineer 3 (CFD, Thermal, AI / ML)

Join to apply for the Modeling Engineer 3 (CFD, Thermal, AI / ML) role at Lam Research

In the Global Products Group, we are dedicated to excellence in the design and engineering of Lam's etch and deposition products. We drive innovation to ensure our cutting-edge solutions are helping to solve the biggest challenges in the semiconductor industry.

The impact you'll make

We move atoms that move the world. At Lam Research, we create equipment that allows chipmakers to build device features more than 1,000 times smaller than a grain of sand. This tiny scale has a huge impact. Virtually every leading-edge chip inside the electronic products you use every day (TVs, smartphones, laptops, cars—even medical devices) has been made using our equipment. Lam is transforming technology and placing atoms with precision so that nearly every chip today is made using our innovations. If solving challenges no one has faced before or attempted are of interest to you, then Lam Research is the company for you.

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.
• Utilizing DOE, Optimization, and statistical methods and data driven modeling to correlate simulation data to experimental data.
• Predict, measure, and analyze the experimental data for uncertainty quantification and propagation, sensitivity analysis, statistical inference for model calibration, and decision making under uncertainty.
• Multi-scale modeling from nano, meso to macro levels.
• 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.
• Strong written and oral communication. Self-starter to start own initiatives and projects for continuous improvement in capabilities and design.
• 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

Preferred Qualifications

Our commitment

We believe it is important for every person to feel valued, included, and empowered to achieve their full potential. By bringing unique individuals and viewpoints together, we achieve extraordinary results. Lam Research is an equal opportunity employer. Lam is committed to and reaffirms support of equal opportunity in employment and non-discrimination policies, practices and procedures on the basis of race, religious creed, color, national origin, ancestry, physical or mental disability, medical condition, genetic information, marital status, sex (including pregnancy and related medical conditions), gender, gender identity, gender expression, age, sexual orientation, or military and veteran status or any other category protected by applicable laws. Company policy prohibits unlawful discrimination against applicants or employees.

Lam offers a variety of work location models based on the needs of each role. Our hybrid roles combine the benefits of on-site collaboration with colleagues and the flexibility to work remotely. Details of location models will be provided during the interview process.

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