- Google (Sunnyvale, CA)
- … and its integration within AI/ ML -driven systems. As a Machine Learning ( ML ) Hardware Architecture Modeling and Co-design Engineer, you ... practical experience. + 3 years of experience in computer architecture performance analysis, or a PhD degree in lieu...this role, you'll work to shape the future of AI/ ML hardware acceleration. You will have an… more
- Amazon (Cupertino, CA)
- …speed up SoC verification and system software development. We're looking for a Hardware Modeling Simulation SDE (Software Development Engineer) to join the team ... and tooling for our customers. As part of the ML acceleration modeling team, you will: -...-aligned role, or get deeper into the details of ML at the hardware /system-level Although we are… more
- FocusKPI Inc. (Mountain View, CA)
- FocusKPI is seeking an Android AI/ ML Engineer - On-Device to join one of our clients, a high-tech SaaS company. The client is looking for a highly capable Android ... AI/ ML Engineer - On-Device to help build intelligent, privacy-first...as quantization, pruning, and distillation for performance on mobile hardware . + Ensure privacy-first design by performing all data… more
- Google (Mountain View, CA)
- …organization involving cross-functional, or cross-business projects. + Experience with ML development, modeling , optimization, and infrastructure. + Experience ... data structures/algorithms. + 7 years of experience leading technical project strategy, ML design, and optimizing industry-scale ML infrastructure (eg, model… more
- Amazon (Sunnyvale, CA)
- …centric hardware and software solutions for our devices * Deliver hardware architecture , microarchitecture and other design collateral for our next ... the next generation of chips based on a revolutionary architecture . Work hard. Have Fun. Make History. Key job...generation ML accelerators * Build tools for modeling … more
- Google (San Jose, CA)
- …systems models (retrieval, prediction, ranking, embedding) in production and experience building architecture in different modeling domains. + 5 years of ... and 3 years of experience with software design and architecture . + 5 years of experience building and deploying...experience with ML design and ML infrastructure (eg, model deployment, model evaluation, data processing,… more
- Meta (Menlo Park, CA)
- …It also means having a strong technical background, understanding system architecture , and the experience to effectively collaborate across functions and ... will be responsible for delivering significant business value through ML innovations and development of State of the Art...cross-functional team members to build state of the art Modeling techniques and build effective tools (and strategy) to… more
- Google (Sunnyvale, CA)
- …cost of prospective architecture and subsystems. + Collaborate with partners in Hardware Design, Software, Compiler, ML Model and Research teams for ... hardware /software co-design. + Work on Machine Learning ( ML ) workload characterization and benchmarking. + Develop architecture for differentiating features… more
- Amazon (Santa Clara, CA)
- …diverse experiences in this space. We actively work on these areas: * Hardware -informed efficient model architecture , training objective and curriculum design * ... Description AWS AI/ ML is looking for world class scientists and...processing, automatic speech recognition, recommendation systems, and time series modeling . Developing such models requires not only skillful … more
- Google (Mountain View, CA)
- …software products, and 1 year of experience with software design and architecture . + 3 years of experience with Generative Artificial Intelligence (GenAI) techniques ... Large Language Models, Multi-Modal, Large Vision Models) or with GenAI-related concepts (language modeling , computer vision). + 3 years of experience with ML … more
- Google (Sunnyvale, CA)
- …protocols: I2C/I3C, USB, PCIe, SPI, MCTP. + Experience with Network Architecture , Large-Scale Distributed Systems, IP Network, or Networking Protocols. + Knowledge ... one or more of the following: Microcontrollers, SoC, device drivers, hardware bringup, power management, ARM processors, performance optimization, file systems,… more
- Google (Sunnyvale, CA)
- …or launching software products, and 1 year of experience with software design and architecture . + 3 years of experience with state of the art GenAI techniques (eg, ... LLMs, Multi-Modal, Large Vision Models) or with GenAI-related concepts (language modeling , computer vision). + 3 years of experience with ML infrastructure (eg,… more
- Google (Mountain View, CA)
- …or launching software products, and 1 year of experience with software design and architecture . + 3 years of experience with state of the art GenAI techniques (eg, ... LLMs, Multi-Modal, Large Vision Models) or with GenAI-related concepts (language modeling , computer vision). + 3 years of experience with ML infrastructure (eg,… more
- Google (Sunnyvale, CA)
- …generation TPU Chip and system architecture . + Work with teams across the full ML Hardware /Software stack, ML models, compilers, ML systems, TPU ... + Experience in performance analysis and optimization including system architecture , performance modeling , benchmarking, machine learning infrastructure, or… more
- Google (Sunnyvale, CA)
- …inform optimizations of model architecture , software systems, and hardware architecture . + Explore and define future ML accelerator system and chip ... to identify challenges. + Enable the peak efficiency of future and current ML systems through full-stack ML hardware -software co-design by proposing… more
- Amazon (Cupertino, CA)
- …role if you: - Are interested in functional modeling or have background in modeling hardware like SoCs, ASICs, TPUs, GPUs, or CPUs - Are comfortable using ... verification and system software development. We're looking for a Hardware Simulator SDE to join the team and develop...and tooling for our customers. As part of the ML acceleration modeling team, you will: -… more
- Amazon (Sunnyvale, CA)
- Description Our team leads the development and optimization of on-device ML models for Amazon's hardware products, including audio, vision, and multi-modal AI ... deployment through novel research - Lead exploration of emerging ML architectures (eg, transformers, neural architecture search)... search) for edge computing - Drive innovation in hardware -aware ML techniques to tailor models for… more
- Google (Mountain View, CA)
- …, micro- architecture , performance, and design. + Experience in performance modeling , analysis, correlation, and workload characterization. + Experience in CPU ... Engineering, Computer Engineering or Computer Science, with an emphasis on computer architecture . + Experience leading CPU/ ML micro- architecture exploration,… more
- Google (Sunnyvale, CA)
- …cost effective performance of future ML systems with full stack ML Hardware -Software co-design. + Establish understanding of the latest business-critical ... (Large-language models, large embedding models etc.) to inform optimizations of model architecture , software system and hardware architecture . + Develop… more
- Google (Mountain View, CA)
- …and launching software products, and 3 years of experience with software design and architecture . + 5 years of experience leading ML design and optimizing ... direction. + Experience with performance analysis and optimization such as system architecture , performance modeling , or related. + Experience with machine… more