- 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
- 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
- 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 (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 (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
- 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
- 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 (Poughkeepsie, NY)
- …, 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 (Austin, TX)
- …equivalent practical experience. + 5 years of experience in microprocessor architecture , microarchitecture, performance, or advanced CPU design. + Experience in CPU ... architecture , C/C++, and scripting languages (eg, Python). + Experience...and scripting languages (eg, Python). + Experience in performance modeling , analysis, correlation, and workload characterization. Preferred qualifications: +… more
- Qualcomm (San Diego, CA)
- …Group, Engineering Group > Multimedia Systems **General Summary:** Qualcomm's XR System Architecture Team is looking for power and performance analysis engineer who ... of the Snapdragon SoC and the interdependencies among the power architecture elements. Capturing and analyzing system performance through power waveforms, compute… more
- Google (Durham, NC)
- …in C++ or Python. + Experience working with and developing with performance modeling and simulation. + Experience with computer architecture , especially System ... problems across the full-stack as we continue to push technology forward. The ML , Systems, & Cloud AI (MSCA) organization at Google designs, implements, and manages… 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 (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
- Microsoft Corporation (Redmond, WA)
- …model evaluation, and hyperparameter tuning pipelines to drive continuous performance improvement. + ** ML Architecture & Automation** + Design scalable ML ... and unsupervised learning, deep learning, generative AI, reinforcement learning, probabilistic modeling , and large-scale ML systems. Experience with LLMs,… more