Staff Engineer, Product Validation Engineering ( CPU / GPU / NPU ) Performance & Benchmarking , 9-13 years, Bangalore

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Skills you'll use

What you'll do

• Develop and execute post-silicon performance validation plans.
• Measure and analyze silicon performance against architectural KPIs.
• Build automated benchmarking and performance characterization frameworks.
• Analyze hardware performance counters (PMU/PMC) to identify bottlenecks.
• Tune firmware, drivers, BIOS, OS, and platform configurations for optimal performance.
• Perform workload characterization across AI, Storage, Networking, Multimedia, and Compute workloads.
• Correlate pre-silicon simulation results with post-silicon measurements.
• Debug CPU, Memory, Cache, Interconnect, PCIe, DDR, Storage, and AI accelerator performance issues.
• Analyze bandwidth, latency, throughput, utilization, and QoS metrics.
• Work with architecture teams to recommend micro-architectural improvements.

Who can apply

• Analyze bandwidth, latency, throughput, utilization, and QoS metrics.
• Work with architecture teams to recommend micro-architectural improvements.
• Create dashboards and performance trend reports.
• Develop Python automation for benchmark execution, log collection, and report generation.
• Collaborate with firmware teams to optimize scheduling, cache policies, memory allocation, and interrupt handling.
• Support silicon bring-up and characterization activities.
• Exposure to AI tools and methodologies
• Performance benchmarking methodologies

About Sandisk

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