Structural/ Thermal Modeling Engineer 3

What you'll do

• Develop physics-based models for Thermo-Elastic, Structural, and CFD applications using commercial software like ABAQUS or ANSYS.
• Translate tool operational data into improved engineering designs through AI/ML methods and statistical analysis.
• Provide design improvements for in-service tools based on quantitative field failure data and quality metrics.
• Use advanced statistical and probabilistic methods to quantify the design and performance of semiconductor manufacturing equipment systems.
• Conduct multi-scale modeling from nano, meso to macro levels for mechanical components in semiconductor capital equipment.
• Collaborate with cross-functional engineering teams to define design requirements and simulation plans.

What we're looking for

• PhD in Mechanical Engineering or related field with focus on solid mechanics, heat transfer, and fluid mechanics.
• Strong understanding of AI/ML concepts and ability to integrate physics-based modeling with data-driven methods.
• Experience developing physics-based models using commercial software like ABAQUS, ANSYS, COMSOL.
• Ability to code supplementary tools for specific applications in commercial software.
• Proficiency in multi-scale modeling from nano to macro levels and uncertainty quantification techniques.
• Strong written and oral communication skills with capability to lead design reviews in cross-functional teams.