GenDesign/Inverse Design Ai EngineerInherent Technologies • Santa Clara, CA, United States

GenDesign / Inverse Design Ai Engineer

Inherent Technologies • Santa Clara, CA, United States

4 days ago

Job type

Full-time

Quick Apply

Job description

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 : 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.

Create a job alert for this search

Design Engineer • Santa Clara, CA, United States

Related jobs

Sr. FPGA Design Engineer

Reliable Robotics • Mountain View, CA, United States

Permanent

We're building safety-enhancing technology for aviation that will save lives.Automated aviation systems will enable a future where air transportation is safer, more convenient and fundamentally tra...Show more

Last updated: 30+ days ago • Promoted

Hardware Design Engineer

Supermicro • San Jose, CA, United States

Full-time

Supermicro is a Top Tier provider of advanced server, storage, and networking solutions for Data Center, Cloud Computing, Enterprise IT, Hadoop / Big Data, Hyperscale, HPC and IoT / Embedded customers...Show more

Last updated: 30+ days ago • Promoted

Distinguished AI Engineer (Agentic AI Platform Infrastructure)

Capital One • San Jose, CA, United States

Full-time +1

Distinguished AI Engineer (Agentic AI Platform Infrastructure).At Capital One, we are creating responsible and reliable AI systems, changing banking for good. For years, Capital One has been an indu...Show more

Last updated: 11 days ago • Promoted

AI Engineer

Mlabs • Sunnyvale, California, United States

Full-time

AI Engineer (Automotive Software).We are a technology leader driving the transformation to.AI-enabled software-defined vehicles. Our platform is essential for accelerating the shift from traditional...Show more

Last updated: 20 days ago • Promoted

Software Engineer, AI Inference Codesign

Tesla • Palo Alto, CA, United States

Full-time

The AI inference co-design team's goal is to take research models and make them run efficiently on our AI-ASIC to power real-time inference for Autopilot and Optimus programs.This unique role lies ...Show more

Last updated: 8 days ago • Promoted

Senior ASIC Design Engineer - AI Hardware & Compute

Persimmons, Inc. • San Jose, CA, US

Full-time

A cutting-edge technology company in California is seeking a Senior ASIC Design Engineer to develop high-performance logic for AI applications. The ideal candidate will have over 5 years of hands-on...Show more

Last updated: 2 days ago • Promoted

R&D Engineer II (AI Simulation Engineer)

Synopsys • Mountain View, CA, United States

Full-time

At Synopsys, we drive the innovations that shape the way we live and connect.Our technology is central to the Era of Pervasive Intelligence, from self-driving cars to learning machines.We lead in c...Show more

Last updated: 17 days ago • Promoted

AI Engineer & Researcher - Product Analytics & Experimentation Design

Xai • Palo Alto, California, United States

Full-time

AI’s mission is to create AI systems that can accurately understand the universe and aid humanity in its pursuit of knowledge. Our team is small, highly motivated, and focused on engineering excelle...Show more

Last updated: 30+ days ago • Promoted

Generative AI Engineer

Lumex Talent • Santa Clara, CA, US

Full-time

Location : Santa Clara, CA (Hybrid).Base Salary Range : $225,000-$300,000 + Equity.A well-funded technology company in the. AI capabilities across their platform.This role is ideal for senior engineer...Show more

Last updated: 14 days ago • Promoted

Senior AI / ML Engineer for IVR & Distributed AI

GEICO • Palo Alto, California, United States

Full-time

A major insurance company in Palo Alto is seeking a Senior Staff Engineer to design AI applications that enhance customer self-service. The candidate should have extensive experience in software dev...Show more

Last updated: 4 days ago • Promoted

AI Engineer

Zone It Solutions • San Jose, California, United States

Full-time

We are on the lookout for an innovative and driven.In this role, you will be responsible for designing, developing, and deploying AI models that will enhance our products and improve our services.B...Show more

Last updated: 30+ days ago • Promoted

AI Engineer - Fury Team

Scout Ai • Sunnyvale, California, United States

Full-time

The future of defense will be decided by those who field intelligent machines at scale.At Scout, we’re developing Fury — the first robotic foundation model for defense — to give U.Fury enables huma...Show more

Last updated: 30+ days ago • Promoted

AI Engineer : Generative Geometry for Hardware Design

Vinci4d • Palo Alto, CA, United States

Full-time

We're building a co-pilot for hardware designers.Our mission is to enable millions of hardware designers and engineers to iterate through designs 1000x faster. We are building our geometry + physics...Show more

Last updated: 30+ days ago • Promoted

AI Engineer

Eudia • Palo Alto, California, United States

Full-time

Eudia is redefining the future of legal work with AI-powered Augmented Intelligence, enabling Fortune 500 legal teams to move faster, manage risk more effectively, and unlock new business value.Bac...Show more

Last updated: 18 days ago • Promoted

Datacenter Modeling Engineer for AI / HPC Platforms (Equity)

NVIDIA Corporation • Santa Clara, CA, United States

Full-time

A leading technology company is seeking visionary software engineers to design and develop models for the next generation of GPU-accelerated datacenters. This role demands experience in Python-based...Show more

Last updated: 11 days ago • Promoted

Generative AI (GenAI) Design Engineer (Contract)

Sapear Inc • Santa Clara, CA, United States

Full-time

Quick Apply

Position : Generative AI (GenAI) Design Engineer (Contract) Location : Santa Clara, CA (Day 1 Onsite) < / p&...Show more

Last updated: 1 day ago

Sr. DFT Engineer, AI Hardware

Tesla Motors, Inc. • Palo Alto, CA, United States

Full-time

Tesla's Silicon Development Group is looking for a DF T Engineer to work on custom ASIC design-to-production.You will help drive the state‑of‑the‑art in testability, debug, and safety to achieve hi...Show more

Last updated: 7 days ago • Promoted

Senior AI Engineer LLM, RAG

A • Sunnyvale, California, United States

Full-time

Our Wayfinder team is building scalable, certifiable autonomy systems to power the next generation of commercial aircraft. Our team of experts is driving the maturation of machine learning and other...Show more

Last updated: 30+ days ago • Promoted