Software Engineer in Test; SDET

At d-Matrix
, we are focused on unleashing the potential of generative AI to power the transformation of technology. We are at the forefront of software and hardware innovation, pushing the boundaries of what is possible. Our culture is one of respect and collaboration.

We value humility and believe in direct communication. Our team is inclusive
, and our differing perspectives allow for better solutions. We are seeking individuals passionate about tackling challenges and are driven by execution. Ready to come find your playground?
Together
, we can help shape the endless possibilities of AI.

Location: Hybrid—Santa Clara, CA headquarters, 3–5 days/week onsite

Team: Kernels |

Reports to:

Engineering Manager, Kernels

Cross-functional interface: QA / Test Engineering

We are looking for a Staff Software Engineer, Test & Validation – AI Kernels to embed within our Kernels team and own the quality engineering function for our AI compute software stack. You will design and build the test infrastructure, validation frameworks, and automated verification pipelines that ensure correctness, performance, and reliability of software kernels running on next-generation AI hardware. You will serve as the primary quality interface between the Kernels team and the broader QA organization, driving alignment on test strategy, coverage, and release readiness.

This is a high-impact, deeply technical role that requires both strong software engineering skills and a rigorous quality mindset. You will work alongside compiler engineers, ML software engineers, and hardware architects while partnering closely with QA leads to define standards and share best practices across the company.

• Design, build, and maintain scalable automated test frameworks for kernel validation across simulation, emulation, and silicon targets.

• Develop correctness and performance regression suites covering ML operators (GEMMs, convolutions, BLAS, SIMD ops, softmax, layer norm, pooling, etc.).

• Implement testing pipelines integrated into CI/CD workflows, enabling rapid feedback on kernel changes.

• Build tooling to automate comparison of kernel outputs against reference implementations (e.g., CPU-based golden references, PyTorch/Tensor Flow baselines).

• Develop test coverage for software kernels targeting specialized hardware including AI accelerators, DSPs, FPGAs, and SIMD vector processors (e.g., Tensilica).

• Validate numerical precision, edge cases, and boundary conditions for ML operators across data types and hardware configurations.

• Partner with hardware teams (mixed signal, DSP, CPU) to validate hardware-software co-design assumptions and catch integration issues early.

• Drive validation of compiler-generated code paths (MLIR, LLVM, TVM, etc.) through structured test methodologies.

• Act as the primary liaison between the Kernels engineering team and the QA organization, aligning on test plans, coverage criteria, and release qualification gates.

• Participate in QA planning ceremonies; represent Kernels team needs and surface quality risks early.

• Contribute to and help maintain shared QA infrastructure, test standards, and reporting dashboards used across engineering.

• Drive root cause analysis for test failures and escaped defects; work with Kernels engineers to close gaps.

• Set quality standards and best practices for the Kernels team; mentor engineers on testability design and defensive coding.

• Contribute to design reviews with a quality lens, identifying areas that require additional validation before tape-out or release.

• Influence test strategy across the full software stack: from unit and integration tests to system-level validation on target hardware.

• BSc in Computer Engineering, Computer Science, Math, Physics, or a related field with 6+ years of industry experience; or MS with 4+ years of experience; or PhD with 2+ years of experience, with at least 2 years focused on test engineering, SDET, or quality engineering roles.

• Strong understanding of computer architecture, data structures, and…