Workload / Performance Model Lead
$231.44k - $282.88kSiFive
Job Description
The Role
SiFive, a leader in RISC-V CPU IPs, is looking for an experienced leader to lead benchmarking and performance infrastructure development. The candidate will be responsible for guiding the performance team to develop benchmarks for evaluating CPU / accelerator performance. The candidate will also be responsible for guiding the team to develop and deploy performance tools needed for architecture development / evaluation.
Responsibilities
- Identify, prepare (develop or port and setup), analyze performance for processor / accelerator development.
- Analyze performance bottlenecks in micro-architecture and software stack.
- Develop innovative methods to characterize workloads on simulators, emulators and/or hardware platforms.
- Develop performance projection methodology for complex workloads.
- Develop and deploy efficient tools and infrastructure for performance evaluation.
Requirements
- MS or PhD in Computer Science / Computer Architecture
- 10+ years direct industry experience in performance simulation tools - from ISA to SoC / system simulators; from analytical to cycle-based models; from bare-metal environment to virtual machines.
- 5+ years involved in the engineering team to deliver HW or SW products.
- Strong foundation in computer architecture of high performance out-of-order CPU designs. Awareness of known industry micro-architectures is a plus.
- Strong foundation in workload characterization to identify HW/SW performance bottlenecks.
- Strong foundation in workload reduction techniques for efficient performance simulation and projection.
- Competency in software engineering best practices needed to maintain and refactor very large object oriented code bases.
- Strong object-oriented programming (OOP) skills, including encapsulation, class coherency, inheritance and polymorphism.
- Strong Discrete Event Simulation (DES) competency, particularly with regard to DES modeling techniques and best practices.
- Ability to independently analyze performance bottlenecks in micro-architecture and software stack. Awareness of potential security holes is a plus.
- Desirable: Hands‑on expertise with either HW development (RTL/implementation flows, verification/validation, backend flows, FPGA flows) or SW development (C/assembly, OS/RTOS, IDEs, Compiler/Debuggers).
- Desirable: FPGA debug, including the use of Integrated Logic Analyzer for waveform capture and debug.
- Desirable: Familiar with git and branching/forking methodologies.
Pay & Benefits
Consistent with SiFive values and applicable law, we provide the following information to promote pay transparency and equity. We have a market-based pay structure which varies by location. Please note that the base pay range is a guideline, and our compensation range reflects the cost of labor in the U.S. geographic market based on the location of the role. Pay within these ranges varies and depends on job-related knowledge, skills, and relevant work experience.
For candidates who receive and offer, the starting salary will vary based on various factors including, but not limited to, such qualifications as, skill level, competencies, and work location. The range provided may represent a candidate range and may not reflect the full range for an individual tenured employee.
Base Pay Range $231,444.00-$282,876.00
In addition to base pay, this role may be eligible for variable/ incentive compensation and/ or equity. In addition, this role is eligible for a comprehensive, competitive benefits package which may include healthcare and retirement plans, paid time off, and more!
Additional Information
This position requires a successful background and reference checks and satisfactory proof of your right to work in the United States of America.
Any offer of employment for this position is also contingent on the Company verifying that you are a authorized for access to export-controlled technology under applicable export control laws or, if you are not already authorized, our ability to successfully obtain any necessary export license(s) or other approvals.
SiFive is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.
As an E-Verify employer, we use this system to confirm the employment eligibility of all new hires in accordance with federal law. All applicants will be required to complete a Form I-9, Employment Eligibility Verification, upon hire. We do not use E-Verify to pre-screen job candidates and will comply with all E-Verify regulations.
California residents: please see our job candidate notice for more information on how we handle your personal information and your privacy rights: Privacy Policy Document.
#J-18808-Ljbffr$184k - $287.5k
...built for accelerated computing and the workloads defining infrastructure. Data analytics... ...one of the highest-value arenas for CPU performance, and we need someone to own NVIDIA's strategy... ...solutions with the world's leading database and analytics vendors, the scope...SuggestedFull time$311.1k
...developing sophisticatedfoundation models that power intelligent... ...compares model outputs. These workloads are high throughput,bursty, and... ...differentrequirements, and lead a diverse set of engineers in... ...a proven record of improving performance, efficiency, and reliability...SuggestedRelocation$152k - $241.5k
...Physical AI, spanning data generation, large-scale multimodal model training, robotics simulation and deployment!We are looking for... ...0T.Scale pre-training, fine-tuning, and reinforcement learning workloads across multi-GPU and multi-node systems, improving utilization,...SuggestedFull time$219k - $351k
...memory-bandwidth business. As models scale past what any single... ...session reuse, reasoning-loop workloads, speculative decoding drafts)... ...their flags.Drive inference performance engineering: continuous batching... ...where strategic.Lead architecture reviews and deep...SuggestedWork at officeRemote workFlexible hours- ...Cerebras to deliver industry-leading training and inference speeds... ...Cerebras works with the leading model labs, global enterprises, and... ...of scale, transforming key workloads with ultra high-speed... ...optimization infrastructure, high-performance kernel enablement, and runtime...Suggested
- ...autonomous driving and robotic generalist. We have a group composed of leading experts from top institutions and companies, recognized for... ...: Conduct research on pretraining world-action foundation model with various world modalities including vision and physics associated...For contractorsFor subcontractorCasual workInternshipWork at officeImmediate startRemote workDay shift
$165.2k - $223.6k
...accelerate deep learning and GenAI workloads on Amazon’s custom machine... ...ML inference and training performance.The Inference Enablement and... ...forefront of running a wide range of models and supporting novel... ...responsibilitiesThis role will help lead the efforts in building...Work experience placementInternshipLocal areaFlexible hours$184k - $287.5k
...generative AI revolution! The Algorithmic Model Optimization Team specifically focuses... ...HuggingFace to developing and improving high-performance kernel implementations in CUDA, TRT-LLM,... ...GPU kernels for machine learning workloads in frameworks such as CUDA, CUTLASS, or...Full time- ...Cerebras to deliver industry-leading training and inference speeds... ...Cerebras works with the leading model labs, global enterprises, and... ...of scale, transforming key workloads with ultra high-speed... ...RoleYou'll own model quality and performance for Cerebras' inference offerings...
$216.2k - $394k
...committing to the values that lead to great work. Every new... ...Principal Engineer on the Foundation Model Compute Infrastructure team,... ..., debug, and profile their workloads without needing deep... ...researchers and engineers to improve performance, reliability, scalability, and...Relocation- ...enabling AI breakthroughs, or bringing leading edge products to market, every role at AMD... ...advance your career.THE ROLE:As a CPU Performance Team Lead, you will have a unique opportunity... ...program objectives.Manage performance modeling and analysis requirements across the...
- ...Advanced Micro Devices, Inc. in Santa Clara, CA, is seeking a CPU Performance Team Lead to guide the next generation of CPU performance analysis and optimization. You will manage a distributed team of engineers, collaborate with Core Architecture and RTL, and drive...
$184.7k - $324.8k
...passionate Applied AI Scientist to develop cutting-edge AI/ML models for the automatic grading and quality assessment of our internal... ..., trustworthy, and extensible autograders that assess product performance, user experience, and adherence to quality and safety...Relocation$192.2k - $260k
...revolution at Amazon's Delivery Foundation Model team, where you'll work alongside world-... ...research initiatives, ensuring robust performance in production environments.- Mentor fellow... ...model training, evaluation, and inference- Lead focused technical initiatives from...Local areaWorldwideFlexible hours$224k - $356.5k
...of the technology industry’s most desirable employers. We lead the way in High-Performance Computing, Artificial Intelligence, and Visualization.... ...are looking for a Senior Engineer to drive the performance modeling, evaluation, and post-training of large language models specialized...Full timeWork experience placement$171.6k - $222.2k
...through innovative applications of deep learning and large language models.We leverage advanced robotics, machine learning, and... ...tasks, and adapt/optimize them to meet robustness, safety, and performance needs. You will invent new algorithms where gaps exist. You’ll...Local areaWorldwideFlexible hours$208k - $327.75k
...help customers extract the best possible performance from AI models and applications running on NVIDIA... ...extensibility.Agentic and Multi-Turn Workloads: Define the performance strategy for agentic... ...time as a founder, engineering lead, or technical product owner.Depth in AI...Full time- ...Qualcomm Technologies, Inc. is seeking a highly experienced engineer for SOC Infrastructure/NoC, Power and Performance Validation in pre-silicon emulation and post-silicon stages for AI accelerator and compute platforms. You will validate digital design fundamentals, work...Night shift
$254.4k
...Conduct research and development in speech/audio foundation models Collaborate with cross-functional teams to identify key research... ..., and the United States. To date, we have launched industry‑leading general foundation models and cutting‑edge multimodal capabilities...Temporary workLocal area$180k
...from our Colossus supercomputers, to Grok models, to our suite of applications, including... ...inference stack for all shapes of RL workloads at SpaceXSI, from small scale ablations... ...training runs Analyze, profile and address performance bottlenecks in large scale RL systems...Temporary work$254.4k
...Research Scientist Graduate (Seed Model-Alignment&Preparedness) - 2027 Start (PhD) Location: San Jose Team: Technology... ...ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly...Temporary workLocal area$126k - $423k
...generalist. We have a group composed of leading experts from top institutions and companies... ...on pretraining world‑action foundation model with various world modalities including... ..., skill level requirements, interview performance, and the level and scope of the position...Full timeFor contractorsFor subcontractorCasual workWork at officeImmediate startRemote workDay shift$156k - $316.8k
...Research Scientist — Privacy-Preserving Large-Scale Model Training & Architecture Optimization Location: San Jose Employment... ..., DiT, Rectified Flow, hybrid AR + diffusion systems). Lead GPU-centric performance optimization, including memory layout, communication...Temporary workLocal area$212.8k
...Research Scientist (Multimodal Large Language Model) - PICOLocation: San JoseTeam:... ...grade solution deployment.Responsibilities:Lead the R&D of multimodal large language models... ...optimization, training workflow design, and performance tuning.Proven research experience in LLM...Temporary workLocal area- ...Bitdeer AI Lab is seeking a talented ML systems engineer to optimize large language model inference and deployment. You will push efficiency through quantization, sparsity, pruning, and related techniques, while maintaining accuracy and throughput. You will collaborate...
$254.4k
...Research Scientist in Large Language Model (LLM) - Seed Model - Graduate - 2027 Start (PhD)Location: San JoseTeam: TechnologyEmployment... ..., and the United States. To date, we have launched industry-leading general foundation models and cutting-edge multimodal capabilities...Temporary workLocal area- Kidango, Inc. busca un Coach (Modelo Pirámide) para proporcionar coaching y apoyo técnico a maestros y personal, asegurando la fidelidad al marco y mejores prácticas socioemocionales en niños pequeños. Colaborará con directores y equipos para fortalecer el aprendizaje...
$150k
...Research Scientist in the Vision Language Model (VLM) TeamAs part of our team, you'll... ...establishing MBZUAI as a global hub for high-performance computing in deep learning, driving... ...codebases.Strong publication record in leading AI conferences such as NeurIPS, ICML, ICLR...- .../ Staff. Engineer, Device Statistics & Model Correlation Location: San Jose, CA... ...manufactured in partnership with the world's leading semiconductor ecosystem, Ayar Labs' co-... ...is responsible for the robustness and performance of the optical links that power our technology...Shift work
$175k - $308.5k
...think different, we push the boundaries of computing and intelligence. We build products that bring smile to people’s face”.Foundation Model Services team, within Machine Learning Platform Technologies organization is the back-bone of Apple Intelligence. It builds...Relocation
Do you want to receive more vacancies?
Subscribe and receive similar vacancies to Workload / Performance Model Lead. Be the first to apply!
- application performance engineer Santa Clara, CA
- acting performance Santa Clara, CA
- performance testing Santa Clara, CA
- system performance engineer Santa Clara, CA
- performance food service Santa Clara, CA
- senior performance tester Santa Clara, CA
- performance test engineer Santa Clara, CA
- performance engineer Santa Clara, CA
- senior performance engineer Santa Clara, CA
- performance test architect Santa Clara, CA




