System Modeling (Simulation)

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About this role

System Modeling (Simulation) Palo Alto, CA I US Remote About Unconventional Since 2022, AI has entered the mainstream, reshaping entire industries from education and software development to fundamental consumer behaviors. This revolution has created an unprecedented demand for computation - a demand that is now fundamentally limited by energy, not just in the datacenter, but at a global scale. At Unconventional, our mission is to solve this. We are rethinking computing from the ground up to build a new foundation for AI that is 1000x more efficient. We're doing this by exploiting the rich physics of semiconductors, mapping neural networks directly to the device physics rather than relying on layers of inefficient abstraction. The Role As a Member of Technical Staff, System Modeling (Dynamic Systems Simulation), you will be part of a hands-on R&D team building simulation frameworks that bridge the gap between SPICE-level physical reality and AI framework-level algorithmic abstraction. You will be part of a hands-on R&D team building custom, high-speed and, high-fidelity behavioral simulators that enable rapid iteration across all layers of unconventional physics-based computing systems. “Extreme co-design” is our guiding principle. We need tools that simulate complex analog and mixed-signal systems millions of times faster than traditional circuit simulators, without losing the critical dynamics that govern system behavior. System Modeling is a multi-disciplinary effort, and the team we're building reflects that. The role involves development of physics-based system models, GPU-accelerated ML system simulations, and cross-layer system integration. You don't need to be an expert in all

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