Sandisk · Bengaluru
Hardware & ElectricalFull-timeposted 2w ago
Sandisk understands how people and businesses consume data and we relentlessly innovate to deliver solutions that enable today’s needs and tomorrow’s next big ideas. With a rich history of groundbreaking innovations in Flash and advanced memory technologies, our solutions have become the beating heart of the digital world we’re living in and that we have the power to shape.
Sandisk meets people and businesses at the intersection of their aspirations and the moment, enabling them to keep moving and pushing possibility forward. We do this through the balance of our powerhouse manufacturing capabilities and our industry-leading portfolio of products that are recognized globally for innovation, performance and quality.
Sandisk has two facilities recognized by the World Economic Forum as part of the Global Lighthouse Network for advanced 4IR innovations. These facilities were also recognized as Sustainability Lighthouses for breakthroughs in efficient operations. With our global reach, we ensure the global supply chain has access to the Flash memory it needs to keep our world moving forward.
We are looking for a Sr. SW Test Engineer - Neural Library to validate neural network operators and libraries for a next-generation AI computational storage product. You will ensure correctness, performance, and robustness of compute kernels deployed on advanced hardware platforms.
Key Responsibilities
Validate neural network operators (matmul, convolution, attention, etc.) for correctness using reference models
Develop automated tests for operator-level and graph-level validation
Perform numerical accuracy validation against frameworks like PyTorch or TensorFlow
Execute and maintain smoke and regression test suites
Benchmark and validate performance (throughput, latency, scaling behavior)
Build and maintain performance benchmarking frameworks
Perform software profiling to analyze execution bottlenecks
Conduct memory usage analysis and detect memory leaks
Identify issues across compiler → runtime → kernel execution stack
Debug failures across compute kernels, runtime APIs, and hardware execution
Collaborate with compiler, runtime, and hardware teams
Required Qualifications
4–6 years in AI/ML systems validation or performance testing
Strong C++ programming skills (mandatory)
Strong Object-Oriented Programming (OOP) fundamentals (mandatory)
Experience with Python for test automation
Strong understanding of deep learning operators and frameworks (PyTorch preferred)
Experience with numerical validation and floating-point behavior
Knowledge of parallel execution, memory hierarchy, and compute kernels
Preferred
Experience with profiling and debugging tools (perf, VTune, Nsight, etc.)
Experience with ML execution stacks (MLIR/XLA or similar)
Exposure to accelerator validation (GPU/NPU/FPGA)
Experience validating large language model workloads
Sandisk thrives on the power and potential of diversity. As a global company, we believe the most effective way to embrace the diversity of our customers and communities is to mirror it from within. We believe the fusion of various perspectives results in the best outcomes for our employees, our company, our customers, and the world around us. We are committed to an inclusive environment where every individual can thrive through a sense of belonging, respect and contribution.
Sandisk is committed to offering opportunities to applicants with disabilities and ensuring all candidates can successfully navigate our careers website and our hiring process. Please contact us at jobs.accommodations@sandisk.com to advise us of your accommodation request. In your email, please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying.