- 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 (Seattle, WA)
- …- Explore and adapt emerging ML architectures (eg, transformers, neural architecture search) for edge computing - Investigate hardware -aware ML ... that enables AI models to run efficiently on resource-constrained hardware . Our work is transforming the way Amazon customers...As an Applied Scientist on the Edge AI & ML team, you will be at the forefront of… more
- Meta (San Francisco, 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
- IERUS Technologies, Inc. (Huntsville, AL)
- …acceleration, global and local optimization of complex and fused data, adversarial ML , network architecture and computability Minimum Educational Experience: * ... customers with a diverse set of competencies including software, firmware, and hardware development, air and missile defense, and systems engineering. IERUS develops… 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