Staff Test Engineer - AI SW Stack ( 9-13 years)

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Skills you'll use

What you'll do

• Validation Strategy & Technical Leadership
• Own and define the end-to-end validation strategy for the AI software stack.
• Establish validation methodologies, coverage metrics, quality gates, and release-readiness criteria.
• Lead validation efforts across operator libraries, runtime systems, execution frameworks, and AI workloads.
• Mentor engineers and drive best practices for automation, performance validation, and debugging.
• Functional Validation
• Validate neural network operators and compute kernels
• Validate graph-level execution and end-to-end model inference workflows.
• Verify numerical correctness against reference frameworks such as PyTorch or TensorFlow.
• Ensure behavioral consistency across software releases and hardware revisions.

Who can apply

• Validate memory allocation and movement across host and device environments.
• Execute stress, concurrency, and multi-device validation scenarios.
• Design and maintain benchmarking frameworks for: • Operator-level performance
• Model-level performance
• Latency and throughput
• Time-to-first-token/result
• Multi-device scaling efficiency
• 10+ years of experience in AI software validation, systems software validation, performance engineering, or related areas.

About Sandisk

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