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Co-Founder & Head of AI: Physics-Informed AI SaaS Platform for the Semiconductor Industry (Equity only until funding)

Stealth Startup | San Jose, California, United States | Today
full-time | on-site | executive | doctorate in Computer Science
skills: python, fastapi, pytorch, scipy, docker, machine learning, generative ai, llms, predictive analytics, physics-informed ai, scientific computing, ai coding assistants, tcad

Important Note: Equity only until a successful funding round.

Company: Pre-Funding, Stealth-Mode Physics-Informed AI SaaS Startup

About the Venture

We are building the definitive Physics-Informed AI Agentic SaaS platform to accelerate the product lifecycle for semiconductor and heavy process-engineering utilizing industries. We are being founded and advised by seasoned semiconductor industry leaders and are seeking an exceptional technical visionary to join us as a Co-Founder & Head of AI.

The Opportunity: Your Role as Co-Founder & Head of AI

This is a rare opportunity to join at the absolute ground floor and be the architect of a foundational Physics-Informed AI Agentic platform. As the Co-Founder & Head of AI, you will have complete ownership of the product's AI technology, from high-level architecture to rapid, hands-on implementation. You will be a full strategic partner to the CEO and co-founders, moving with extreme agility to build production-ready systems as we secure our pre-seed/ seed financing and scale the company.

What You'll Build and Own

  • Rapid, Production-Ready AI Solution: Design, build, and deploy a AI-first solution from scratch. You aren't just building brittle prototypes; you are shipping clean, scalable, production-grade code from Day 1.
  • Generative AI Features: Engineer a sophisticated module that uses LLMs to interact with physics-informed AI models, providing users with an intuitive experience.
  • Predictive Analytics Suite: Develop novel machine learning models for optimization, intelligent experimentation, and forecasting.
  • Agile & AI-Accelerated Development Pipeline: Champion the use of modern developer tools (Cursor, Claude code/Codex, GitHub Copilot, etc.) to drastically accelerate the coding cycle, ship features fast, and iterate quickly.
  • Team & Culture: You will be instrumental in recruiting, leading, and mentoring the founding engineering team post-funding, setting the standard for a culture of innovation, radical transparency, and high-velocity execution.
  • Physics-Driven Simulation Engine: Architect and build the core system that combines real-world rules of physics with modern machine learning to accurately simulate semiconductor physics.
  • Physics-Informed AI for "Small Data": You will build specialized AI models that use the known laws of physics to make highly accurate predictions and recommendations using very little data.
  • Seamless Scientific Integration (The Tech Stack): Bridge the gap between complex science and user experience. You will be responsible for building heavy physics-informed AI simulators (developing something akin to the open-source ViennaPS and ViennaTS suites from the ground up), and wrapping them into modern, lightning-fast web APIs (using Python and FastAPI). You will use advanced scientific ML libraries (PyTorch, SciPy).
  • Containerized Model Deployment (The 'Handshake'): You will own the core math, physics solvers, and ML models, and you will package your models into containerized microservices (Docker) to hand off to our Head of Engineering, who will wire them into our cloud infrastructure and React frontend.

Who You Are: The Ideal Co-Founder Profile

  • An AI-Augmented, High-Velocity Builder: You are exceptionally hands-on and write brilliant code. You actively leverage AI coding assistants to multiply your output, believing that speed and agility are a startup’s greatest weapons.
  • The Ultimate Team Player (Low Ego, High Trust): You are deeply collaborative, radically transparent, and exceptionally open-minded. You view your role as an enabler who unblocks the team and fosters creativity, never as a gatekeeper or a bottleneck. You build with your co-founders, completely aligned on the shared mission.
  • A Relentless Executor: You possess a tireless work ethic. You don't just strategize; you roll up your sleeves and consistently produce high-quality work, leading by example on the front lines.
  • A Forward-Thinking Optimizer: You embrace modern operational tools to help the founding team punch above its weight class. You welcome productivity multipliers like AI meeting scribes, automated workflows, and shared knowledge bases, recognizing that transparency accelerates the whole team.
  • An "AI-First" Mindset for Everything: Because we are building an AI company, we fundamentally believe in utilizing AI to maximize our own potential. We expect you to be radically open to integrating AI into all of our product solutions, daily operations, and workflows, whether that means leveraging advanced AI coding assistants, utilizing AI scribes for every meeting, or automating routine operational tasks. We do not do things the slow way if an AI tool can accelerate us.
  • A World-Class Technologist: You have a deep, formal background (Ph.D. preferred) in AI/ML or a related field, with direct experience architecting and building scalable native AI/ ML solutions. You think in terms of explainability and accuracy.
  • A Product-Minded Leader: You are obsessed with the user, and passionate about translating complex technology into elegant, intuitive products.

·      An AI Architect with a Physics Soul: You understand semiconductor physics variables.

  • Experience with Scientific Computing: You have hands-on experience with TCAD or similar simulation frameworks (ViennaPS and ViennaTS), and you know how to wrap traditional physics solvers with AI.

The Partnership

You will be joining forces with a CEO & Co-Founders who are seasoned veterans in the semiconductor industry. They bring over a decade of senior leadership experience from a top-tier equipment firm, providing an invaluable network and deep domain expertise to drive our business and fundraising strategy. We operate on a foundation of absolute mutual trust, open communication, and a shared bias for action.

What We Offer

  • A substantial, co-founder-level equity stake in the company, with a standard 4-year vesting schedule and a 1-year cliff.
  • Salary, which will commence upon the successful closing of our pre-seed/seed funding round.
  • The opportunity to build a legendary company, its culture, and its technology from inception.
  • The intellectual challenge of disrupting a massive, foundational industry with modern AI principles.

Ready to Build?

If you are an exceptionally collaborative Physics-Informed AI builder and expert who wants to move fast and create a category-defining company, we want to talk to you. Please apply through LinkedIn or reach out to discuss this ground-floor opportunity further.

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Benefits

equity · salary upon funding
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