AI性能优化工程师/专家-PICO
Core
Develop high-performance computing frameworks and libraries, optimize low-power algorithms, and implement model compression/quantization for hardware acceleration.
Role type
Senior IC machine-learning engineer (performance optimization)
Builds
High-performance computing frameworks, optimized libraries (CV, solvers, BLAS), and accelerated model deployments
Domain
Consumer electronics / AI hardware acceleration
Deliverable
production ML models
Required skills
Parallel programming, NEON, Hexagon DSP, OpenCL, CUDA, Vulkan, Triton, MLIR, XLA, TVM, Halide, model quantization, sparsity, pruning, knowledge distillation, NAS
Preferred skills
OI/ACM/TopCoder experience
Responsibilities
Develop high-performance computing frameworks and low-power algorithms; Build high-performance computing libraries (CV, solvers, BLAS); Implement model compression, quantization, sparsification, and pruning for hardware acceleration; Evaluate algorithm performance and define technical standards.
