{"schemaVersion":"jobsearcher.job.v1","id":"85bf2da41e4e8438b7e30112","url":"https://jobsearcher.com/jobs/85bf2da41e4e8438b7e30112","canonicalUrl":"https://jobsearcher.com/jobs/85bf2da41e4e8438b7e30112","title":"System Modeling (Computation)","description":"Unconventional AI is a company focused on redefining computing to overcome energy limitations in AI. They are seeking a Member of Technical Staff for System Modeling (Computation) to develop simulation frameworks for evaluating and optimizing unconventional physics-based computing systems for machine learning workloads. Responsibilities Architecting Foundational Solvers: Building large-scale, GPU-accelerated, high-fidelity numerical differential equation solvers (ODE, SDE, CDE, PDE). You will build tools that enable rapid iteration, multiple architectures, and rich metrics/visualization, leveraging frameworks best suited for scientific ML (e.g., JAX, PyTorch, or custom CUDA/Triton kernels) Bridging Physics and Machine Learning: Developing physics-based surrogate models of device- and system-level behavior in unconventional compute. You will create clean, composable abstractions that expose algorithm–hardware tradeoffs and enable cross-layer optimization via end-to-end autodiff Extreme Co-Design & Collaboration: Working closely with hardware and algorithm teams to understand their simulation needs, supporting everything from high-level algorithm development to the low-level verification of novel, analog hardware \n#J-18808-Ljbffr","company":"Jobverse","rawCompany":"jobverse","city":"Mountain View","state":"CA","isRemote":false,"isActive":false,"createdAt":"2026-11-04T05:01:05.774Z","occupations":[{"code":"15-1221.00","title":"Computer and Information Research Scientists","slug":"computer-and-information-research-scientists"},{"code":"15-1299.08","title":"Computer Systems Engineers/Architects","slug":"computer-systems-engineers-architects"},{"code":"17-2061.00","title":"Computer Hardware Engineers","slug":"computer-hardware-engineers"}],"industries":[{"code":"541715","title":"Research and Development in the Physical, Engineering, and Life Sciences (except Nanotechnology and Biotechnology)","slug":"research-and-development-in-the-physical-engineering-and-life-sciences-except-nanotechnology-and-biotechnology"},{"code":"541512","title":"Computer Systems Design Services","slug":"computer-systems-design-services"},{"code":"513210","title":"Software Publishers","slug":"software-publishers"}],"jobPosting":{"@context":"https://schema.org","@type":"JobPosting","title":"System Modeling (Computation)","description":"Unconventional AI is a company focused on redefining computing to overcome energy limitations in AI. They are seeking a Member of Technical Staff for System Modeling (Computation) to develop simulation frameworks for evaluating and optimizing unconventional physics-based computing systems for machine learning workloads. Responsibilities Architecting Foundational Solvers: Building large-scale, GPU-accelerated, high-fidelity numerical differential equation solvers (ODE, SDE, CDE, PDE). You will build tools that enable rapid iteration, multiple architectures, and rich metrics/visualization, leveraging frameworks best suited for scientific ML (e.g., JAX, PyTorch, or custom CUDA/Triton kernels) Bridging Physics and Machine Learning: Developing physics-based surrogate models of device- and system-level behavior in unconventional compute. You will create clean, composable abstractions that expose algorithm–hardware tradeoffs and enable cross-layer optimization via end-to-end autodiff Extreme Co-Design & Collaboration: Working closely with hardware and algorithm teams to understand their simulation needs, supporting everything from high-level algorithm development to the low-level verification of novel, analog hardware \n#J-18808-Ljbffr","datePosted":"2026-11-04T05:01:05.774Z","dateModified":"2026-11-04T05:01:05.774Z","hiringOrganization":{"@type":"Organization","name":"Jobverse","sameAs":"https://jobsearcher.com"},"jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Mountain View","addressRegion":"CA","addressCountry":"US"}},"identifier":{"@type":"PropertyValue","name":"JobSearcher","value":"85bf2da41e4e8438b7e30112"},"url":"https://jobsearcher.com/jobs/85bf2da41e4e8438b7e30112"}}