Staff Engineer - AI Workload Benchmarking
xoriantSan Jose, CA
Staff Engineer - AI Workload Benchmarking
xoriantSan Jose, CA
2 days ago
Occupations
Computer Systems Engineers/ArchitectsSoftware DevelopersComputer and Information Research ScientistsIndustries
Computer Systems Design ServicesElectronic Computer ManufacturingComputing Infrastructure Providers, Data Processing, Web Hosting, and Related ServicesAbout the role
Align benchmarking insights to Samsung's leadership in memory (HBM, DRAM, CXL) and storage (SSD/NAND) to inform product roadmaps.
Enable next-generation AI infrastructure solutions through performance-driven system design, validation, and standards engagement.
Requirements:
Bachelor's/ Master's degree in Computer Science, Computer Engineering, Electrical Engineering, or a related field; advanced degree preferred.
Professional experience in systems performance engineering, storage performance, or AI infrastructure benchmarking.
Demonstrated expertise with NVMe SSDs and storage stack performance analysis (block layer, page cache, file systems, asynchronous I/O).
Hands-on experience with AI/ML workloads — LLM training and inference frameworks (PyTorch, vLLM, TensorRT-LLM, or equivalent), embedding pipelines, or vector databases (FAISS, Milvus, DiskANN, HNSW).
Strong proficiency with Linux performance and tracing tools: blktrace, perf, eBPF/bpftrace, ftrace, BCC, iostat, fio.
Working knowledge of GPU systems and accelerator I/O paths
Experience designing and executing benchmarks against industry standards (MLPerf Storage, or equivalent)
Proficiency in Python for benchmarking automation, data analysis, and visualization; comfort with C/C++ for systems-level work.
Proven ability to deliver structured technical reports, characterization studies, and reproducible benchmark artifacts to a senior engineering audience.
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JOB OVERVIEW
Experience level
Lead
Location
San Jose, CA
Occupation
Computer Systems Engineers/Architects
Industry
Computer Systems Design Services
Posted
2 days ago
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