AI Kernel Engineer

Quadric has created an innovative general purpose neural processing unit (GPNPU) architecture. Quadric's co-optimized software and hardware is targeted to run neural network (NN) inference workloads in a wide variety of edge and endpoint devices, ranging from battery operated smart-sensor systems to high-performance automotive or autonomous vehicle systems. Unlike other NPUs or neural network accelerators in the industry today that can only accelerate a portion of a machine learning graph, the Quadric GPNPU executes both NN graph code and conventional C++ DSP and control code. Role The AI Kernel Engineer in Quadric plays the key role to enable a large number of AI kernels/operators to run efficiently on the Quadric platform. The AI Kernel Engineer at Quadric will [1] develop a highly efficient Quadric kernel library for a variety of AI/LLM models; [2] analyze the performance and optimize the kernel for different hardware configurations; This senior technical role demands deep knowledge of hardware architecture, compiler toolchain and optimization techniques. Responsibilities • Develop AI/LLM kernels/operators on Quadric platform for efficient inference • Optimize the kernel performance for different hardware configurations and workloads • Profile and analyze kernel performance in terms of compute, data and parallelism; identify micro-architecture and software bottlenecks and provide optimization solutions • Optimize kernel C/C++ codes, maximize hardware utilization • Collaborate across related areas of the AI inference stack to support team and business priorities • Make Improvement to Quadric toolchain, compiler and runtime • Provide technical support and documents to customers and developer community • Bachelor’s or Master’s in Computer Science and/or Electric Engineering • 5+ years of experience in AI kernel development and optimization • experience with model and kernel inference performance profiling • experience with at least one of the following compute development: CUDA, DSP, NEON, Triton-lang • Proficiency in C/C++ and Python, experience with assembly language a plus • Demonstrate good capability in problem solving, debug and communication • Health Care Plan (Medical, Dental & Vision) • Retirement Plan (401k, IRA) • Life Insurance (Basic, Voluntary & AD&D) • Paid Time Off (Vacation, Sick & Public Holidays) • Family Leave (Maternity, Paternity) • Short Term & Long Term Disability • Training & Development • Work From Home • Free Food & Snacks • Stock Option Plan Apply tot his job Apply To this Job