- 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
- 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
- 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 (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
- Google (Mountain View, 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)
- …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)
- …new functional models, infrastructure, and tooling for our customers. As part of the ML accelerator modeling team, you will: - Develop and own SoC functional ... -aligned role, or get deeper into the details of ML at the hardware /system-level Although we are...background is needed for this role. This role spans modeling of the ML and management regions… 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
- Meta (Sunnyvale, CA)
- …and influence executive leadership and decision makers 13. Familiarity with ML architecture design and advanced technology, including quantization, knowledge ... improve AI performance and efficiency at scale 4. Collaborate cross-functionally across ML , hardware , infrastructure, software and data science teams to drive… more
- Microsoft Corporation (Sunnyvale, CA)
- Microsoft Silicon, Cloud Hardware , and Infrastructure Engineering (SCHIE) is the team behind Microsoft's expanding Cloud Infrastructure and responsible for powering ... cloud business continues to grow the ability to deploy new offerings and hardware infrastructure on time, in high volume with high quality and lowest cost… more
- Google (Sunnyvale, CA)
- …analysis and optimization including GPU programming, mobile GPU, system architecture , performance modeling , benchmarking, machine learning infrastructure, or ... deployment (Android, iOS, web browsers, or embedded devices). + Knowledge of ML converters/compilers and runtimes, and hardware -accelerated ML inference… more
- Google (Mountain View, CA)
- …launching software products, and 1 year of experience with software design and architecture . + Experience with audio ML algorithm and pipeline design. Preferred ... + Experience in generative audio modeling including AudioLM (token based language modeling ) or Diffusion models. + Experience in ML based speech codec,… more
- Meta (Menlo Park, CA)
- …general and especially systems for ML (MLSys, SOSP, OSDI, SIGCOMM, NSDI), hardware architecture (ISCA, ASPLOS), ML (NeurIPS, ICML, ICLR) and ... explore, develop and help productionize high performance software & hardware technologies for AI at datacenter scale. We achieve..., models and runtime, giving crucial feedback to the architecture , compiler, kernel, modeling and runtime teams.… more
- Google (Mountain View, CA)
- …Engineering, Computer Engineering or Computer Science, with an emphasis on computer architecture . + 10 years of experience in hardware /software co-design, with ... or Linux kernel development. + Experience driving system architecture decisions across software/ hardware teams within an... architecture , mobile System on a Chip (SoC) architecture , and Machine Learning ( ML ) architecture… more
- Qualcomm (Santa Clara, CA)
- …Perform trade-off analysis in the solution space to produce the most optimal architecture . + Collaborate with architects, technical leads, hardware and software ... Technologies, Inc. **Job Area:** Engineering Group, Engineering Group > SoC Architecture **General Summary:** Qualcomm's SoC Platform Architecture team defines… more
- Google (Sunnyvale, CA)
- …AI technology, with decades of experience in designing, deploying, and using Machine learning ( ML ) software and custom ML hardware infrastructure at massive ... any of the following: Compilers, GPU Programming, Machine Learning Architecture , Performance Optimization, Benchmarking, Runtimes, or Machine Learning Algorithms. +… more
- Google (Sunnyvale, CA)
- …AI technology, with decades of experience in designing, deploying, and using Machine learning ( ML ) software and custom ML hardware infrastructure at massive ... visualization tools, or debugging. + Research experience in algorithms, architecture , artificial intelligence, compilers, database, data mining, distributed systems,… more
- Google (Sunnyvale, CA)
- …topics such as heterogeneous computing, low-power design, advanced packaging, or AI/ ML hardware acceleration. + Experience with publications in peer-reviewed ... silicon validation, or system integration). + Experience with one of the hardware description languages (eg, Verilog, SystemVerilog) or one scripting language (eg,… more
- Meta (Sunnyvale, CA)
- …networks, sequence modeling , next-generation and large-scale model architectures, ML systems and hardware -software co-design, data-related in general (eg, ... including but not limited to, ranking, retrieval, supply, model architecture , representation learning, optimization, and generally a deep understanding of… more