AI application architect
We are looking for AI Hardware Design Engineer for our client in Santa Clara, CA
Job Title: AI Hardware Design Engineer
Job Location: Santa Clara, CA
Job Type: Contract
Job Overview:
- Pay Range: $62hr - $67hr
- Develop forward surrogate models for CVD/ALD/etch chambers mapping geometry, gas chemistry, flow, temperature, and power tfilm-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.
- Platform & MLOps Infrastructure: Implement and maintain robust, containerized MLOps systems (Docker, Kubernetes) in HPC environments tdeploy models efficiently.
- Develop robust multi-objective optimization and uncertainty-quantification workflows tensure AI-generated designs are manufacturable, robust tvariation, and compatible with downstream yield requirements.
- Collaborate with physicists, domain experts, and software engineers tvalidate that AI models comply with fundamental scientific laws.
Required Skills And Qualifications:
- Education: Master s or Ph.D. in Computer Science, Computational/Electrical 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.
- Proven experience (code repos, publications) bridging simulation software, hardware design, and ML.
For applications and inquiries, contact: [email protected]
Recommended Jobs
Senior Cloud Software Engineer - Infra Security
ABOUT US: Headquartered in the United States, TP-Link Systems Inc. is a global provider of reliable networking devices and smart home products, consistently ranked as the world’s top provider of…
Technical Trainer - Semiconductor Equipment
Technical Trainer – Semiconductor Equipment (Photolithography) Location: San Jose, CA (Onsite) Job Type: Full-Time Experience Level: Mid-Senior Overview We are seeking a highly skille…
ERP Data Migration Analyst
Employment Duration: 6 months Openings: 2 This position is primarily remote; however, occasional on-site presence may be required. The ERP Data Migration Analyst pl…
Sr. Program Manager - Home Devices
Join the leader in entertainment innovation and help us design the future. At Dolby, science meets art, and high tech means more than computer code. As a member of the Dolby team, you’ll see and he…
Intermediate Graveyard Security
Create Your Experience of a Lifetime! Come work and play in the mountains! Whether it’s your first-time seeing snow or you were born on the slopes, joining our team means discovering (or re-di…
Heavy Civil Project Engineer
Heavy Civil Project Engineer Location: San Diego, CA, 92154 Country: United States Salary: $135000-$160000 Start Date: Description: Our client is a group of heavy civil construction …
Automotive Technician
Position Overview Vallejo Hyundai is seeking a skilled and motivated Automotive Technician to join our service team. This role is responsible for diagnosing, repairing, and maintaining vehicles …
Director, Digital Design - Santa Monica, 90404
Director, Digital Design - Santa Monica, 90404, United States of America Famehouse, a division of UMG, is the preeminent leader in D2C solutions in music, defining & delivering the industry’s best-i…
Senior Data Engineer
#WeAreParamount on a mission to unleash the power of content… you in? We’ve got the brands, we’ve got the stars, we’ve got the power to achieve our mission to entertain the planet – now all we’re …
Sr. Real Estate Counsel - Venue Development
Job Summary: WHO ARE WE? Live Nation Entertainment is the world’s leading live entertainment company, comprised of global market leaders: Ticketmaster, Live Nation Concerts, and Live Nation Medi…