Math Kernel Engineer
2 weeks ago
About the Role
We're seeking a Math Kernel Engineer to design and build the critical software layer that transforms high-level operations into optimized low-level linear algebra primitives. You'll work at the intersection of hardware and software, ensuring our systems achieve maximum performance.
Responsibilities
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Design and implement kernel tooling**
: Architect and implement systems that decompose high-level software operations into efficient linear algebra primitives
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Performance analysis and optimization**
: Profile workloads to identify bottlenecks and drive informed decisions across hardware and software teams
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Cross-functional technical leadership**
: Establish and drive consensus on hardware-software interfaces, ensuring seamless integration between teams
Required Qualifications
5+ years of relevant software engineering experience
BS or MS in Computer Science, Mathematics, Engineering, or related field (OR significant open-source contributions to related projects)
Strong foundation in linear algebra and numerical computing
Experience with performance profiling and optimization
Bonus Qualifications
Low-level code optimization (SIMD, cache optimization, assembly)
Bare-metal or RTOS development experience
Deep familiarity with AI framework internals (PyTorch, TensorFlow, JAX)
Experience with scientific computing libraries (LAPACK, BLAS, MKL, cuBLAS)
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