AI Hardware Design Engineer

AI Hardware Design EngineerSanta Clara, CA (Day1 Onsite)Job SummaryWe are seeking an Ai Hardware Design Engineer to join our team and drive innovation in AI powered solutions. This role involves designing, developing, and optimizing generative AI models and workflows for applications such as content creation, product design, and intelligent automation.Key ResponsibilitiesDevelop forward surrogate models for CVD/ALD/etch chambers mapping geometry, gas chemistry, flow, temperature, and power to film uniformity, step coverage, particle behavior, and thermal outcomes.Implement inverse design workflows where target performance specifications generate feasible chamber geometries, showerhead/baffle designs, and process conditions via generative or adjoint/topology optimization methods.Build bi directional models that infer optimal process parameters for a given geometry and recommend geometry modifications when process latitude is insufficient.Create high fidelity digital twins combining physics based solvers (CFD, plasma, heat transfer) with learned surrogate components for rapid design space exploration.PlatformMLOps Infrastructure: Implement and maintain robust, containerized MLOps systems (Docker, Kubernetes) in HPC environments to deploy models efficiently.Develop robust multi objective optimization and uncertainty quantification workflows to ensure AI generated designs are manufacturable, robust to variation, and compatible with downstream yield requirements.Collaborate with physicists, domain experts, and software engineers to validate that AI models comply with fundamental scientific laws.

is an Equal Employment Opportunity employer. We promote and support a diverse workforce at all levels of the company. All qualified applicants will receive consideration for employment without regard to race, religion, color, sex, age, national origin or disability. All applicants will be evaluated solely on the basis of their ability, competence, and performance of the essential functions of their positions with or without reasonable accommodations. Reasonable accommodations also are available in the hiring process for applicants with disabilities.Candidates can request a reasonable accommodation by contacting the company ADA Coordinator at

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