Role: Storage Benchmarking Engineer Location: Santa Clara, CA Duration: Contract- 6+ months The Role The Storage Benchmarking Engineer will design, execute, and analyze performance benchmarks ...
Role: Storage Benchmarking Engineer Location: Santa Clara, CA Duration: Contract- 6+ months The Role The Storage Benchmarking Engineer will design, execute, and analyze performance benchmarks ...
The Role The Storage Benchmarking Engineer will design, execute, and analyze performance benchmarks spanning both industry-standard storage benchmarks (fio, vdbench, SPEC SFS 2020, IO500, SPC-1/SPC ...
The Role The Storage Benchmarking Engineer will design, execute, and analyze performance benchmarks spanning both industry-standard storage benchmarks (fio, vdbench, SPEC SFS 2020, IO500, SPC-1/SPC ...
They are seeking a Staff Engineer specialized in AI Workload Benchmarking to align benchmarking insights and enable next-generation AI infrastructure solutions. Responsibilities : • Align ...
They are seeking a Staff Engineer specialized in AI Workload Benchmarking to align benchmarking insights and enable next-generation AI infrastructure solutions. Responsibilities : • Align ...
The work spans infrastructure verification, benchmarking, observability, and performance readiness across new hardware platforms, clusters, and model workloads. You will partner with engineering ...
Quick apply
The work spans infrastructure verification, benchmarking, observability, and performance readiness across new hardware platforms, clusters, and model workloads. You will partner with engineering ...
Technical Program Manager - Performance & Benchmarking
Sunnyvale, CA · On-site
$150K - $194K/yr
The Technical Program Manager will lead complex programs focused on performance and benchmarking within the AI/ML Platform Services, ensuring infrastructure readiness for demanding AI workloads.
Technical Program Manager - Performance & Benchmarking
Sunnyvale, CA · On-site
$150K - $194K/yr
The Technical Program Manager will lead complex programs focused on performance and benchmarking within the AI/ML Platform Services, ensuring infrastructure readiness for demanding AI workloads.
Technical Program Manager - Performance & Benchmarking
Sunnyvale, CA · On-site
$150K - $194K/yr
The Technical Program Manager will lead complex programs in Performance & Benchmarking, ensuring the infrastructure is performant and stable for demanding AI workloads. Responsibilities : • Drive ...
Technical Program Manager - Performance & Benchmarking
Sunnyvale, CA · On-site
$150K - $194K/yr
The Technical Program Manager will lead complex programs in Performance & Benchmarking, ensuring the infrastructure is performant and stable for demanding AI workloads. Responsibilities : • Drive ...
The work spans infrastructure verification, benchmarking, observability, and performance readiness across new hardware platforms, clusters, and model workloads. You will partner with engineering ...
Quick apply
The work spans infrastructure verification, benchmarking, observability, and performance readiness across new hardware platforms, clusters, and model workloads. You will partner with engineering ...
Staff Engineer - AI Workload Benchmarking
San Jose, CA · On-site
$65 - $75/hr
Staff Engineer - AI Workload Benchmarking Position Description : Protingent Staffing has an exciting contract Staff Engineer - AI Workload Benchmarking with our client located in San Jose, CA. Job ...
Staff Engineer - AI Workload Benchmarking
San Jose, CA · On-site
$65 - $75/hr
Staff Engineer - AI Workload Benchmarking Position Description : Protingent Staffing has an exciting contract Staff Engineer - AI Workload Benchmarking with our client located in San Jose, CA. Job ...
Technical Program Manager - Performance & Benchmarking
San Francisco, CA · On-site
$152K - $196K/yr
The Technical Program Manager will lead complex programs focused on performance and benchmarking within the AI/ML Platform Services organization, ensuring infrastructure readiness for demanding AI ...
Technical Program Manager - Performance & Benchmarking
San Francisco, CA · On-site
$152K - $196K/yr
The Technical Program Manager will lead complex programs focused on performance and benchmarking within the AI/ML Platform Services organization, ensuring infrastructure readiness for demanding AI ...
Multimodal generative systems require: * benchmarking across visual realism, pose consistency, and identity preservation, * automated regression detection across model checkpoints, * scalable ...
Multimodal generative systems require: * benchmarking across visual realism, pose consistency, and identity preservation, * automated regression detection across model checkpoints, * scalable ...
Principal Engineer - Perf and Benchmarking
Sunnyvale, CA · On-site
$206K - $333K/yr
Strategy & Leadership - Define the multi-year benchmarking strategy and roadmap; prioritize models/workloads (LLMs, diffusion, vision, speech) and hardware tiers. Build, lead, and mentor a high ...
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Principal Engineer - Perf and Benchmarking
Sunnyvale, CA · On-site
$206K - $333K/yr
Strategy & Leadership - Define the multi-year benchmarking strategy and roadmap; prioritize models/workloads (LLMs, diffusion, vision, speech) and hardware tiers. Build, lead, and mentor a high ...
Senior Software Engineer - Perf and Benchmarking
$182K - $242K/yr
Develop and enhance Kubernetes-native benchmarking services that measure latency, throughput, jitter, and cost-per-request across CoreWeave's compute stack. * Contribute to implementing and ...
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Senior Software Engineer - Perf and Benchmarking
$182K - $242K/yr
Develop and enhance Kubernetes-native benchmarking services that measure latency, throughput, jitter, and cost-per-request across CoreWeave's compute stack. * Contribute to implementing and ...
Benchmarking Program Coordinator
Irvine, CA · On-site
$36 - $39/hr
Drive product excellence by equipping product development and manufacturing engineering teams with data-driven insights derived from competitive benchmarking, market analysis, and comprehensive ...
Benchmarking Program Coordinator
Irvine, CA · On-site
$36 - $39/hr
Drive product excellence by equipping product development and manufacturing engineering teams with data-driven insights derived from competitive benchmarking, market analysis, and comprehensive ...
Benchmarking Program Coordinator
Irvine, CA · On-site
$36 - $39/hr
Drive product excellence by equipping product development and manufacturing engineering teams with data-driven insights derived from competitive benchmarking, market analysis, and comprehensive ...
Benchmarking Program Coordinator
Irvine, CA · On-site
$36 - $39/hr
Drive product excellence by equipping product development and manufacturing engineering teams with data-driven insights derived from competitive benchmarking, market analysis, and comprehensive ...
Sr. Software Engineer - Perf and Benchmarking
$139K - $204K/yr
Implement and maintain benchmarking workflows for end-to-end MLPerf Training and Inference runs, including workload setup, cluster configuration, runbooks, and result validation. * Lead design ...
Quick apply
Sr. Software Engineer - Perf and Benchmarking
$139K - $204K/yr
Implement and maintain benchmarking workflows for end-to-end MLPerf Training and Inference runs, including workload setup, cluster configuration, runbooks, and result validation. * Lead design ...
Research Engineer - Benchmarking, Evals & Failure Analysis
San Francisco, CA · On-site
$130K - $500K/yr
You'll own benchmarking pipelines, evaluation systems, and failure analysis workflows that directly inform how we train and improve frontier language models. Your work will define how we measure tool ...
Research Engineer - Benchmarking, Evals & Failure Analysis
San Francisco, CA · On-site
$130K - $500K/yr
You'll own benchmarking pipelines, evaluation systems, and failure analysis workflows that directly inform how we train and improve frontier language models. Your work will define how we measure tool ...
The role involves designing performance benchmarking strategies, characterizing AI and HPC workloads, and driving performance improvements across various subsystems. Responsibilities : • Design and ...
The role involves designing performance benchmarking strategies, characterizing AI and HPC workloads, and driving performance improvements across various subsystems. Responsibilities : • Design and ...
NVIDIA's open-source benchmarking platform, AIPerf, is the growing standard for assessing LLM serving performance across various inference frameworks. Hyperscalers, cloud providers, and enterprises ...
NVIDIA's open-source benchmarking platform, AIPerf, is the growing standard for assessing LLM serving performance across various inference frameworks. Hyperscalers, cloud providers, and enterprises ...
NVIDIA's open-source benchmarking platform, AIPerf, is the growing standard for assessing LLM serving performance across various inference frameworks. Hyperscalers, cloud providers, and enterprises ...
NVIDIA's open-source benchmarking platform, AIPerf, is the growing standard for assessing LLM serving performance across various inference frameworks. Hyperscalers, cloud providers, and enterprises ...
The Advisor/Senior Advisor - Antibody Developability Validation & Benchmarking plays an essential role in establishing whether TuneLab's federated antibody models can be trusted to triage real ...
The Advisor/Senior Advisor - Antibody Developability Validation & Benchmarking plays an essential role in establishing whether TuneLab's federated antibody models can be trusted to triage real ...
Benchmarking information
See California salary details
$50.3K - $56K
6% of jobs
$56K - $61.6K
9% of jobs
$61.6K - $67.3K
9% of jobs
$68.1K is the 25th percentile. Wages below this are outliers.
$67.3K - $72.9K
12% of jobs
The median wage is $77.1K / yr.
$72.9K - $78.6K
20% of jobs
$84.1K is the 75th percentile. Wages above this are outliers.
$78.6K - $84.2K
20% of jobs
$84.2K - $89.9K
12% of jobs
$89.9K - $95.6K
6% of jobs
$95.6K - $101.2K
3% of jobs
$101.2K - $106.9K
1% of jobs
$106.9K - $112.5K
2% of jobs
$50.3K
$79.3K
$112.5K
How much do benchmarking jobs pay per year?
How does a Benchmarking Analyst typically collaborate with other departments to drive performance improvements?
What are the key skills and qualifications needed to thrive as a Benchmarking Analyst, and why are they important?
What is the difference between Benchmarking vs Data Analyst?
| Aspect | Benchmarking | Data Analyst |
|---|---|---|
| Required credentials | Often requires business or industry-specific certifications, degrees in business, economics, or related fields | Typically requires degrees in statistics, mathematics, or computer science; certifications like CAP or Microsoft Data Analyst |
| Work environment | Primarily in corporate, manufacturing, or consulting settings focusing on performance comparison | In various industries, working with data sets, reporting, and data visualization tools |
| Employer and industry usage | Used by organizations to improve processes by comparing against best practices | Used across industries for data analysis, reporting, and decision-making support |
While Benchmarking focuses on comparing organizational performance to industry standards, Data Analysts interpret data to inform business decisions. Both roles require analytical skills but serve different strategic purposes within organizations.
What is benchmarking?

Other
PTO
Posted 8 days ago
Job description
Role: Storage Benchmarking Engineer
Location: Santa Clara, CA
Duration: Contract- 6+ months
The Role
The Storage Benchmarking Engineer will design, execute, and analyze performance benchmarks spanning both industry-standard storage benchmarks (fio, vdbench, SPEC SFS 2020, IO500, SPC-1/SPC-2) and the emerging class of AI/ML storage workloads (MLPerf Storage, DLIO, and GPU-driven training and inference data pipelines). As AI has made storage a first-order bottleneck in the GPU data path, this role sits at the intersection of high-performance storage and large-scale AI infrastructure.
This position demands strong end-to-end performance troubleshooting across the entire stack compute (including GPUs), network (including RDMA/InfiniBand and high-speed Ethernet), and storage together with close collaboration across engineering, product management, marketing, and sales. The ideal candidate has hands-on experience with both classic storage benchmarks and AI data-pipeline benchmarking, a track record engaging benchmark standards organizations and communities, and exceptional communication and writing skills.
What You ll Do
- Configure and scale the HPC/AI lab environment so all systems including GPU servers, high-speed fabrics, and storage achieve maximum efficiency and scale across a variety of test harnesses. Build robust automation so labs can be rapidly configured and reconfigured to meet the demands of different benchmarks.
- Design and execute storage performance benchmarks using industry-standard tools and methodologies, including fio, vdbench, SPEC SFS 2020, IO500, and SPC-1/SPC-2 (or similar).
- Design and execute AI/ML storage benchmarks, including MLPerf Storage, DLIO, and representative AI workloads model training and checkpointing, inference and data ingest, RAG/vector-database access patterns, and GPU-driven I/O paths (e.g., GPUDirect Storage, NFS/RDMA). Characterize storage behavior against reference architectures such as NVIDIA DGX/SuperPOD and BasePOD.
- Perform end-to-end performance troubleshooting and debugging across compute, GPU, network, and storage components to pinpoint and resolve bottlenecks and achieve best-in-class results.
- Develop and maintain automated benchmarking workflows using tools like Ansible, Python, or Bash to ensure rapid provisioning and efficient, repeatable, reproducible results.
- Analyze benchmark results, generate detailed reports, and deliver actionable insights to engineering teams for product optimization.
- Collaborate with engineering, product management, marketing, and sales to align benchmarking efforts with product goals and customer needs.
- Engage directly with benchmark standards organizations (e.g., SPEC, SNIA, MLCommons) and communities to influence methodologies, drive submissions, and stay ahead of industry and AI infrastructure trends.
- Deliver high-impact presentations to internal teams, customers, and external stakeholders, translating complex technical data into clear narratives.
- Write technical marketing documents, whitepapers, and performance summaries to support product launches and customer engagement.
- Maintain comprehensive documentation of benchmarking processes, configurations, and results.
- We are primarily an in-office environment, and you will be expected to work from the Santa Clara office in compliance with Everpure s policies, unless you are on PTO, work travel, or other approved leave.
What You ll Bring
- Bachelor s or Master s degree in Computer Science, Electrical Engineering, or a related field (or equivalent experience).
- 5+ years of experience in storage performance benchmarking or a related technical role.
- Proven expertise with storage benchmarking tools, including:
- Fio flexible I/O tester for workload simulation
- vdbench versatile storage benchmarking for enterprise workloads
- SPEC SFS 2020 filesystem and application-level benchmarking
- IO500 and SPC-1/SPC-2 (or similar) HPC and block storage benchmarking
- Experience benchmarking AI/ML storage workloads, such as MLPerf Storage, DLIO, or characterizing storage for GPU-based training and inference pipelines (data ingest, checkpointing, GPUDirect Storage, RDMA-based access). (Strongly preferred)
- Strong end-to-end performance tuning and troubleshooting skills across compute, network, and storage layers and ideally GPU/accelerator data paths.
- Hands-on experience with automation tools (e.g., Python, Ansible, Bash) for test orchestration and data collection.
- Demonstrated track record of interfacing with engineering, product management, marketing, and sales teams.
- Direct engagement with benchmark standards organizations (e.g., SPEC, SNIA, MLCommons) and storage benchmarking communities.
- Exceptional communication skills, with a proven ability to deliver engaging technical briefs and presentations to technical and non-technical audiences.
- Strong writing skills, ideally authoring technical marketing documents, whitepapers, or performance summaries.
- Proficiency in data analysis and visualization tools (e.g., Python, R, Sheets, Excel, Tableau).
- Deep understanding of and hands-on proficiency with enterprise storage technologies (e.g., NVMe, NVMe-oF, SSDs, and scale-up and scale-out block/file/object storage and distributed systems).
- Experience with Everpure Storage products (e.g., FlashArray, FlashBlade) or similar enterprise block, file, and object storage platforms.
- Familiarity with cloud storage (e.g., AWS S3, Azure Blob, Google Cloud Storage) and HPC or AI training environments.
- Knowledge of containerized and orchestrated benchmarking workflows using Docker or Kubernetes.
- Familiarity with high-speed networking and GPU fabrics (e.g., InfiniBand, RoCE, NVLink) as they relate to storage performance. (Preferred)
- Prior contributions to benchmark standards or open-source performance tools.