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Generative AI (GenAI) Design Engineer (Contract)

Generative AI (GenAI) Design Engineer (Contract)

On site

Santa clara, United states

Freelance

06-12-2025

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Skills

Python Content Creation PyTorch TensorFlow

Job Specifications

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

We are hiring: https://www.sapear.com/jobs/

About the Company

IT Solutions Architects at Sapear Group have been assisting clients with complex Solution architecture design, SAP Solution Manager ALM projects, project planning, implementation projects, change management and systems integration. Architects and senior consultants at Sapear Group have worked in many industries on business functions and various SAP Areas such as Logistics, SAP S/4 Hana and various SAP Products and solutions. The key area of specialization over the years for Sapear have been focused on SAP Solution Manager sp... Know more