AI Systems Performance Architect: Model-Hardware Co-Design
Jobleads-US
NVIDIA seeks a Senior Nemotron Performance Architect to shape Nemotron models via performance modeling, analysis and forward projections. You will build high-fidelity models to evaluate how architectural choices affect deployment efficiency, ensuring Pareto-optimal trade-offs across accuracy, throughput and interactivity on target platforms.
This role collaborates across research, framework, compiler and hardware teams, requires a Master’s degree, and a strong background in computer
#J-18808-Ljbffr Jobleads-US- ...Celestica is seeking a Principal Hardware Systems Architect for Compute Platforms to... ...development of next-generation AI, accelerated computing, and high-performance data center platforms. This... ...role, not a processor or ASIC design role. The successful candidate...PerformanceLocal area
- ...NVIDIA Corporation seeks a GPU System Architect to design multi-GPU scale-up and scale-out systems for AI and HPC datacenters. You... ...to deliver leading AI performance and resilience. The ideal... ...experience with practical hardware-software co-design across compute, memory...Performance
- ...Annapurna ML Software team. You will design and implement high-performance C/C++ software running on Linux, and help drive hardware-software co-design for Trainium-era ML platforms.... ...software and firmware. Attitude toward deep systems work is essential. #J-18808-Ljbffr...Performance
- ...Sunnyvale, CA is hiring a Performance Co-Design Engineer for Google... ...TPU. You will shape AI/ML hardware acceleration, drive... ...integration with ML systems, and collaborate... ...designers, software architects, and ML researchers.... ...accelerators for cutting-edge models. #J-18808-Ljbffr...Performance
- ..., is a leader in AI cloud infrastructure... ...week; Lambda’s designated work from home... ....Develop compute system standards and design... ...consistency, performance, and maintainability... ...designs that guide hardware selection,... ...experience (7+ years) architecting large-scale 10k-1...PerformanceWork at officeLocal areaWork from homeFlexible hours
$192k - $278k
Guide strategic hardware decisions... ...analysis of full-system workloads and first... ...experiences.Architect end-to-end solutions... ...for power, performance, and area (PPA)... ...SoCs.Experience designing system architecture... .../software co-design of next-... ...best of Google AI, Software, and...PerformanceWorldwide- ...Company Omni Design Technologies provides high-performance, ultra-low... ...architectures for AI/ML accelerators... ...Principal / Lead DSP & Systems Architect to own the... ...signaling, and hardware-aware DSP... ...End-to-End Link Modeling: Build and maintain... ...Mixed-Signal Co-Design: Drive...Performance
- ...ourselves to quality, performance, and customer... ...our mission to design a broad range... ...inference and model-aware memory... ...software, operating-system memory... ...owner for the AI-HLC architecture... ...responsibilities ~ Architect the model-aware... ..., compiler, or hardware changes. ~...PerformanceLocal areaRemote work
- Sandisk is seeking a System Architect to drive system-level solutions... ...technologies and AI inference infrastructure... ...mapping workloads to hardware across chiplet, SoC, and software co-design. The role demands deep... ...deliver scalable, high-performance solutions. #J-18808-Ljbffr...Performance
- Advanced Compute And Hardware Systems Architect Voltais developing world models, and agents to learn, evaluate, plan,... ...systems and semiconductors where AI can design and create beyond human... ...hardware systems — integrating AI co-design, performance modeling, and cross-domain...Performance
$224k - $356.5k
...unlimited potential of AI to define the... ...Product Architect to help define & design products for AI, high performance computing, and other... ...architecture for datacenter systems considering... ...understanding of hardware architecture and... ...projects involving co-development of...PerformanceFull time$224k - $356.5k
...looking for a GPU System Performance Architect:The NVIDIA... ...computing to help design and develop the next... ...developing analytical models, simulators and... ...between hardware and software in large... ...deep learning and AI. It begins with the... ...Santa Clara; US, CO, Boulder; US, OR,...PerformanceFull timeWork experience placement$207k - $300k
...SWE, ML Compiler Performance Engineer Co-Design Share Staff... ...performance, large-scale systems data analysis,... ...performance modeling on pre-silicon systems... ...track record of architecting, validating, or... ...(e.g., hardware design, compilers, AI research, and cloud...PerformanceWorldwide$188k - $274k
Architect the data processing paths and hardware-software interfaces for ambient... ....Define system and component-level... ...specifications for performance, power, and... ...including on-device AI for audio and... ...-on-Chip (SoC) design, for Android-... ...machine learning models and AI...Performance- ...seeking a Staff SWE, ML Compiler Performance Engineer Co-Design in Mountain View, CA. You... ...workloads, drive performance modeling, and contribute to RTL and compiler... ...integration for large-scale AI systems. You will collaborate across hardware, software, and AI research...Performance
- ...Google is seeking a Staff Hardware System Architect for the Pixel Watch to define and implement the hardware architecture... ...ambient and edge computing. You will lead system design across subsystems, optimizing performance, power, and cost, and collaborate with silicon...Performance
- ...Wireless Communications System Architect Location: US,... ...Company: Omni Design Technologies is a... ...provider of high-performance, ultra-low power... ...networking, AI acceleration,... ...teams, lead system modeling and performance analysis... ...developers, and hardware design teams;...PerformanceFull time
$184k - $287.5k
...learning ignited modern AI — the next era of... ...looking for a Datacenter System Architect to help define & design products for AI, high performance computing, and other datacenter... ...Deep understanding of hardware architecture and... ...projects involving co-development of custom...Performance- ...Architecture, AI... ...creation of systems architecture... ...integration, thermal modeling, CFD, AI factory... ...and system architects to gain deep... ..., fostering co-development... ...scalable, and high-performance solutions... ..., reference designs, keynote... ...knowledge of hardware and...PerformanceFull timeWork experience placementRemote work
$184k - $287.5k
...are seeking a GPU System Architect who will architect and design multi-GPU scale-up... ...datacenter platforms for AI and HPC. The... ...-leading AI performance, scalability and resilience... ..., and practical hardware-software co-design expertise.... ...and modify system models, perform...PerformanceWorldwide$224k - $356.5k
...generation GPUs and systems advancing the state of AI. This position... ...including DL researchers, hardware architects, and software... ...projects and co-design architecture for systems... ...out analytical models as well as implementing... ...analysis, Performance analysis and optimization...PerformanceWork experience placementNight shift$208k - $327.75k
...Enterprise Platforms Group is seeking a Senior System Architect to define, design, and validate enterprise AI factory reference architectures. This role sits... ...practical proficiency across accelerated compute, high-performance networking, storage, Kubernetes, observability,...Performance- ...NVIDIA Corporation seeks a senior system architect to advance AI system design and research collaboration. You will... ...generation GPUs, map AI workloads to hardware, and prototype optimized... ...principles analyses, benchmarking, and co-design from conception to #J-1880...
$102k - $135k
...centers and supporting power systems, we must bridge the gap... ...Customer Systems Architect to serve as the critical... ...them into standardized design boundaries. You will... ...Duties of this position are performed in a normal office... ...center infrastructure for AI, cloud, and hybrid...PerformanceWork at officeLocal areaRemote workWorldwideShift work- ...Staff-Platform Architect Infrastructure... ...most. Our teams design and develop the hardware and software that... ...and orchestrate AI agents that... ...solving complex systems challenges, excited... ...systems for maximum performance. Drive... ...Ability to Drive model selection and advise...PerformanceWork experience placement
$219k - $351k
...whose innovative designs are pushing the... ...business. As models scale past what... ...core product of AI inference, not... ...behavior to memory-system design: someone... ...inference performance engineering: continuous... ...guide memory hardware and firmware... ...-software co-designed solutions...PerformanceWork at officeRemote workFlexible hours- ...machines. We lead in chip design, verification, and IP... ...the creation of high-performance silicon chips and software... ...You are PCIe/CXL System Architecture Specialist... ...directly with customer architects to close real system-level... ...partner for next-generation AI, HPC, storage,...Performance
$168k - $264.5k
...silicon can do. But raw performance is only part of... ...it. This role co-designs them. The Silicon... ...reliability the world's AI infrastructure... ...behave the way the model predicted, the... ...anticipate, or a system-level coupling — and... ...validation on real hardware.Strong circuit fundamentals...PerformanceFull time$226k - $338k
...We lead in chip design, verification, and... ...analog, digital, and hardware engineers to push... ...leveraging your modeling skills in MATLAB... ...to optimize performance across diverse protocols... ...diagnose complex system-level issues,... ..., and system architects, united by a shared...PerformanceRemote work- Cerebras Systems builds the world's largest AI chip, 56 times larger... ...with the leading model labs, global... ...Network Systems Architect, you will define... ...or switching design produces a better... ....• Use performance models, traffic... ...make their own hardware. At Cerebras, we...Performance
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