GenDesignInverse Design Ai Engineer

Santa Clara County, CA - USA

Monthly Salary: Not Disclosed

Posted on: 30+ days ago

Vacancies: 1 Vacancy

Job Summary

Position: GenDesign/Inverse Design Ai Engineer

Location: Santa Clara CA***Day 1 Onsite***

Duration: 1 Years

Mandatory Areas

Must Have Skills

Skill 1 Strong proficiency in Python and ML frameworks (PyTorch TensorFlow).

Skill 2 Experience with generative AI (LLMs diffusion models graph-based models).

Skill 3 We are seeking a Generative AI (GenAI) Design Engineer to join our team and drive innovation in AI-powered solutions

Good To have Skills

Skill 1 Familiarity with MLOps HPC environments and cloud deployment

* 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: Masters 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.

Position: GenDesign/Inverse Design Ai Engineer Location: Santa Clara CA***Day 1 Onsite*** Duration: 1 Years Mandatory Areas Must Have Skills Skill 1 Strong proficiency in Python and ML frameworks (PyTorch TensorFlow). Skill 2 Experience with generative AI (LLMs diffusion models graph-based ...