- Amazon (Sunnyvale, CA)
- …features. We work at the critical intersection of ML innovation and silicon design, ensuring AI capabilities can run efficiently on resource-constrained devices. ... products. * Develop novel model architectures optimized for our custom silicon , establishing new methodologies for model compression and quantization. * Create… more
- Meta (Sunnyvale, CA)
- …this role, you will be an integral member of an ASIC team to build accelerators for some of our top workloads enabling our data centers to scale efficiently. You ... video codec experts in the company, help architect state-of-the art machine learning accelerators and contribute to modeling these accelerators . Come work and… more
- Meta (Redmond, WA)
- …requirements of these future XR systems will require the best-in-class custom silicon solutions running the most efficient AI models to enable powerful new ... in an all-day wearable form factor. To achieve this, the Meta Silicon team is advancing the state-of-the-art across computer vision, machine learning, mixed… more
- Amazon (Seattle, WA)
- …(UC) provides product Annapurna Labs (our organization within AWS UC) designs silicon and software that accelerates innovation. Customers choose us to create cloud ... challenges that were unimaginable a short time ago-even yesterday. Our custom chips, accelerators , and software stacks enable us to take on technical challenges that… more
- Meta (Sunnyvale, CA)
- …and hardware teams to co-design algorithms that leverage specialized accelerators or custom silicon for optimized performance **Minimum Qualifications:** ... the world is immense-and we're just getting started. The Reality Labs Silicon team explores, develops, and delivers new cutting-edge technologies that serve as… more
- Meta (Redmond, WA)
- …We are looking for a Digital Design Engineer to support our Reality Labs Silicon AI Research team. We build research silicon to demonstrate and integrate ... advanced IP and AI accelerators into SOC/ASIC solutions to enable in-system testing and..., prove out advanced compute/memory architectures and to harden controls/ algorithms for next generation AI and AR solutions.As a… more
- Harvard University (Cambridge, MA)
- …heterogeneous system/processor architectures; Silicon -photonic computing architectures; Silicon -photonic network architectures + Machine Learning Algorithms ... on-premise computing applications-mainly for a SWaP-constrained AV-using hybrid electro-photonic accelerators . We propose to design and prototype a complete… more
- Amazon (Cupertino, CA)
- …with internal and external customers/stakeholders and will be involved in pre- silicon design, bringing new products/features to market, ultimately, making Neuron ... must, experience with compilers or building ML models using ML frameworks on accelerators (eg, GPUs) is preferred but not required. Experience with technologies like… more
- Amazon (Seattle, WA)
- …(UC) provides product Annapurna Labs (our organization within AWS UC) designs silicon and software that accelerates innovation. Customers choose us to create cloud ... unimaginable a short time ago-even yesterday. Our custom chips, accelerators , and software stacks enable us to take on...power control schemes - Create and validate power management algorithms for various operating conditions - Lead peak power… more
- Meta (Menlo Park, CA)
- …and optimize parallelisms, compute efficiency, distributed training/inference paradigms and algorithms to improve the scalability, efficiency and reliability of ... highly optimized ML kernels to unlock full potential of current and future accelerators for Meta's AI workloads. Open source SOTA implementations as applicable. 6.… more
- Meta (Redmond, WA)
- …with hardware teams to co-design algorithms that leverage specialized accelerators or custom silicon for optimized performance. 7. Conduct cutting-edge ... this role, you will work on cutting-edge research and development of novel algorithms , architectures, and tools to solve real-world problems in imaging and computer… more
- Amazon (Seattle, WA)
- Description AWS Machine Learning accelerators are at the forefront of AWS innovation. The Inferentia and Trainium chips, deliver industry-leading ML inference and ... Alexa, and Rekognition. Amazon Annapurna Labs drives innovation in silicon and software for AWS, blending cloud-scale impact with...field - Experience with and deep learning models and algorithms . - Experience with LLVM, LMIR - Interactions with… more
- Amazon (Cupertino, CA)
- Description The Product: AWS Machine Learning accelerators are at the forefront of AWS innovation. The Inferentia chip delivers best-in-class ML inference ... Annapurna Labs team is a responsible for building innovative silicon and software for AWS customers. We are at...a team of experienced compiler engineers developing compiler optimization algorithms and deploying, at scale, a new compiler targeting… more
- Amazon (Seattle, WA)
- Description AWS Machine Learning accelerators are at the forefront of AWS innovation. The Trainium chip delivers industry-leading ML inference and training ... customers and partners. Amazon Annapurna Labs drives innovation in silicon and software for AWS, blending cloud-scale impact with...and LMIR - Experience with deep learning models and algorithms . Amazon is an equal opportunity employer and does… more
- NVIDIA (Santa Clara, CA)
- …in deep learning performance and efficiency + Prototype key deep learning algorithms and applications + Analyze performance, cost and energy trade-offs by developing ... models, simulators and test suites + Characterize power and performance on silicon parts and translate the learnings to architecture features and simulators. +… more
- Amazon (Austin, TX)
- Description Annapurna Labs designs silicon and software that accelerates innovation. Customers choose us to create cloud solutions that solve challenges that were ... unimaginable a short time ago-even yesterday. Our custom chips, accelerators , and software stacks enable us to take on...in between. We are not working on machine learning algorithms , but rather we work on the physical systems… more
- Meta (Sunnyvale, CA)
- …and will be part of a team that includes compiler, machine learning algorithms and software, firmware and ASIC experts. The ideal candidate will contribute to ... passes and optimizations. Implement and/or enhance code generation targeting machine learning accelerators 2. Work with algorithm research teams to map ML graphs to… more
- Google (Mountain View, CA)
- …or a related technical field. + 8 years of experience with data structures/ algorithms . + 3 years of experience working in a complex, matrixed organization involving ... framework teams to influence the design of next-generation ML accelerators and software stacks, ensuring our algorithmic needs are...stacks, ensuring our algorithmic needs are met by future silicon . + Serve as the technical lead for on-device… more
- Amazon (Cupertino, CA)
- Description Annapurna Labs (our organization within AWS Utility Computing) designs silicon and software that accelerates innovation. Customers choose us to create ... unimaginable a short time ago-even yesterday. Our custom chips, accelerators , and software stacks enable us to take on...like Python, Perl, TCL, Shell, etc. Good understanding of algorithms with emphasis on optimizing algorithms . -… more
- Meta (Redmond, WA)
- …activity and will be part of a team that includes compiler, machine learning algorithms and software, firmware and ASIC experts. You will contribute to a full stack ... passes and optimizations. Implement and/or enhance code generation targeting machine learning accelerators 2. Work with algorithm research teams to map ML graphs to… more