- Meta (Austin, TX)
- …traditional compute benchmarking, and SOC and System level implications. **Required Skills:** ML Silicon Performance Architect Responsibilities: 1. ... **Summary:** We are looking for a Silicon Performance Architect who... performance architecture that includes functions such as ML compute, CPU/DSP/Accelerator benchmarking, throughput and QoS analysis, … more
- Google (Austin, TX)
- …delivering unparalleled performance , efficiency, and integration. As a Lead CPU Performance Architect in architecture and performance , you will be ... Computer Science, or a related field. + Experience leading CPU/ ML micro-architecture exploration, performance model development, ... performance model and RTL implementation, and perform pre- silicon and post- silicon performance bug… more
- Meta (Austin, TX)
- …and have a hands-on approach to problem-solving. **Required Skills:** AR Silicon Accelerators Algorithms Architect Responsibilities: 1. Solve end-to-end problems ... **Summary:** We are seeking an architect specializing in multimedia algorithms (Imaging, Computer Vision,.../ Graphics 2. Invent and develop Algorithms that combine ML and 'classic' processing that are optimizing performance… more
- Amazon (Austin, TX)
- …our next generation ML accelerators - Build tools for modeling and performance evaluation to enable power, performance , cost options and trade-offs - Work ... or improvements to our existing ones, that enable future ML workloads to run efficiently on our accelerator -...with full stack silicon designers to realize the architecture on … more
- Dell Technologies (Austin, TX)
- ** Performance Architect ** Dell's Engineering mission is to meet our commitments and deliver differentiated and disruptive products, experiences and solutions ... career and make a profound social impact as a ** Performance Architect ** on our **Advanced** **Architecture** team...plus + Experience with defining and implementing policies into ML algorithms for dynamic system performance optimization.… more
- Meta (Austin, TX)
- …graphs to hardware implementations, model data-flows, create cost-benefit analysis and estimate silicon power and performance . 3. Contribute to the development ... for AR/VR systems. The successful candidate will be part of our efforts to architect , design and implement a clean slate compiler for this activity and will be… more
- Meta (Austin, TX)
- …graphs to hardware implementations, model data-flows, create cost-benefit analysis and estimate silicon power and performance . 3. Contribute to the development ... optimized for AR/VR systems. You will be part of our efforts to research, architect , design and implement a compiler and runtime stack, which compiles PyTorch models… more
- Meta (Austin, TX)
- …graphs to hardware implementations, model data-flows, create cost-benefit analysis and estimate silicon power and performance . 3. Contribute to the development ... for AR/VR systems. The successful candidate will be part of our efforts to architect , design and implement a clean slate compiler for this activity and will be… more
- Amazon (Austin, TX)
- …Foundation model builders and large scale training customers, dive deep into the ML stack including the hardware (GPUs, Custom Silicon ), operating system ... (eg, foundation models) on AWS. You will conduct model performance evaluations, optimizations and work directly with engineering and...work directly with engineering and product to optimize the ML stack for efficiency and scale. You will conduct… more
- Qualcomm (Austin, TX)
- …key technologies including heterogenous compute, memory systems, interconnects, multimedia, AI/ ML , multi-die, power-management and more. We collaborate directly with ... across a distributed multi-discipline organization + Strong foundation of silicon design principles and architectural trade-offs + Ability to...at the SoC, sub-system or large IP levels as micro- architect or architect + Ability to apply… more
- Google (Austin, TX)
- …field. + Experience in CPU microarchitecture innovation. + Experience in performance modeling, performance analysis, and workload characterization. + Experience ... in Android system software components, AI/ ML . + Experience with Advanced RISC Machine (ARM) architecture...of a diverse team that pushes boundaries, developing custom silicon solutions that power the future of Google's direct-to-consumer… more
- Amazon (Austin, TX)
- Description Custom silicon chips live at the heart of AWS machine learning servers (Trainium and Inferentia), and enable machine learning ( ML ) for AWS's ... software team developing the hardware abstraction layer (HAL) that manages these cutting-edge ML system-on-chips (SoCs). The HAL forms the lowest level of the AWS… more
- Amazon (Austin, TX)
- Description Custom silicon chips live at the heart of AWS machine learning servers (Trainium and Inferentia), and our team builds the backend software that manages ... to solve SoC and system-level architectural issues, drive debug, architect the HAL itself, and innovate on cross-functional solutions...Labs designs and deploys some of the largest custom silicon in the world, with many subsystems that all… more
- Meta (Austin, TX)
- …technical field, or equivalent practical experience. 5. 5+ experience in either silicon architecture, silicon modeling, performance architecture, kernel ... efficiently. You will have an opportunity to work with AI/ ML and video codec experts in the company, help... and video codec experts in the company, help architect state-of-the art machine learning accelerators and contribute to… more
- Meta (Austin, TX)
- …completed prior to joining Meta. 5. 3+ years of experience in either silicon architecture, silicon modeling, performance architecture or kernel development. ... efficiently. You will have an opportunity to work with AI/ ML and video codec experts in the company, help... and video codec experts in the company, help architect state-of-the art machine learning accelerators and contribute to… more
- Meta (Austin, TX)
- …ML experts in the company, to evaluate algorithms, develop functional and performance models and help architect state-of-the-art machine learning ASICs. Come ... 2. Analyze and map data center workloads to ASIC architecture 3. develop performance and functional models at different levels of abstraction to validate the… more