Position : Generative AI (GenAI) Design Engineer (Contract)
Location : Santa Clara, CA (Day 1 Onsite)
Job Description :
We are seeking a Generative AI (GenAI) 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.
- Develop 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.
- 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.
Required Skills & Qualifications
Education : Master's or Ph.D. in Materials Science, Computational Engineering, AI / ML, or related field.Technical Expertise :
Strong proficiency in Python and ML frameworks (PyTorch, TensorFlow).Experience with generative AI (LLMs, diffusion models, graph-based models).Knowledge of computational materials methods (DFT, MD, phase-field modeling).Additional Skills :
Familiarity with MLOps, HPC environments, and cloud deployment.Understanding of thermodynamics, crystallography, and mechanical properties of materials.Regards !!
Bobby Sharma
Talent Acquisition Lead
Sapear Inc.
Email : bobby@sapear.com
Cell : +1 346-770-0775 Ext : 105
Mobile : +91 -8368478945
www.sapear.com
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