2027校招-算子开发工程师(上海/北京/成都) 上海、北京、成都 校招 正式 职位描述 岗位职责- 负责公司自研 AI 加速芯片上的 算子库设计与实现,覆盖训练与推理核心算子(如 GEMM/Conv/Attention/LayerNorm/Softmax/Reduce/Scatter-Gather 等)。- 基于芯片计算单元、片上存储(SRAM/Cache)、HBM 带宽、NoC 拓扑、DMA/异步拷贝能力,进行 算子性能建模与瓶颈分析(roofline、访存/计算比、流水并行),制定优化策略。- 设计并落地 kernel 调度与 tiling 策略:多级分块、数据布局(layout/packing)、向量化/张量化、双缓冲/多缓冲、算子融合(fusion)等。- 建设算子库工程化体系:算子接口规范、版本管理、性能回归、单测/对齐验证、精度与数值稳定性、跨平台兼容- 参与端到端模型性能优化:对接 PyTorch/TensorFlow/ONNX Runtime 等前端(或公司自研框架),完成算子覆盖、性能调优和线上问题定位(profiling/trace)。 职位要求 (优秀应届可放宽)。- 计算机/电子/自动化/数学等相关专业;- 熟悉深度学习常见算子与数值实现(GEMM/Conv/Attention/Norm/Reduce),理解训练/推理的差异(激活、梯度、混合精度、量化)。- 扎实的 C/C++ 能力,良好的工程习惯;能熟练使用性能分析工具(profiling、trace、perf、火焰图或自研工具)。- 熟悉至少一种加速器编程模型或并行体系(CUDA/OpenCL/ROCm/Metal/TVM/Triton/oneDNN/CUTLASS 等)并能迁移到自研 ISA/Runtime。- 具备系统级性能意识:理解存储层次、带宽/延迟、cache/预取、NUMA、DMA、并行同步等,对算子优化有方法论。加分项-
Company Description Renesas is one of the top global semiconductor companies in the world. We strive to develop a safer, healthier, greener, and smarter world, and our goal is to make every endpoint intelligent by offering
Join our Team About the opportunity We are now looking for a passionate fresh graduate to join our RF TRX Design team as an RF TRX Design Engineer. In this role, you will contribute to the
Location(s) ChengDu, Sichuan, Sichuan Company Molex Career Field Engineering Job Number 193339 What You Will Do • Support automation equipment development and machine design reviews. • Manage and support machine builders and automation vendors. • Lead
Join our Team About this opportunity: Radio Products China is responsible for end-to-end product development, from concept studies to maintenance, for radio products developed in China. With around 1,000 engineers and developers across Beijing and Chengdu,
Join our Team About the opportunity We are now looking for a passionate fresh graduate to join our Board Power Design team as a Board Power Design Engineer. In this role, you will contribute to the
PLAY, GROW and WIN To be a part of Virtuos means to be a creator. At Virtuos, we harness the latest technologies to make games better and more immersive than ever before. That is why we
PLAY, GROW and WIN To be a part of Virtuos means to be a creator. At Virtuos, we harness the latest technologies to make games better and more immersive than ever before. That is why we
Job Description: CONTEXT OF THE POSITION… As an Engineering and Planning Intern to support business, parking & storage and additional tasks during interval check, especially for two dismantling preparation, main activities are CAAC job cards preparation,
PLAY, GROW and WIN To be a part of Virtuos means to be a creator. At Virtuos, we harness the latest technologies to make games better and more immersive than ever before. That is why we
Company Description Our client is a global multi-energy company operating large-scale refining and petrochemical facilities. It transforms crude oil into fuels and essential industrial products through highly integrated and technologically advanced operations. The organisation is recognized
Description de lentreprise IOTA GROUP is an international engineering and services company supporting major players in the energy, oil & gas, infrastructure, and industrial sectors. We provide technical expertise and project support through experienced consultants across complex
Company Description Our client is a global multi-energy company operating large-scale refining and petrochemical facilities. It transforms crude oil into fuels and essential industrial products through highly integrated and technologically advanced operations. The organisation is recognized
Work ScheduleStandard (Mon-Fri) Environmental ConditionsOffice Job Description As part of the Thermo Fisher Scientific team, you’ll discover meaningful work that makes a positive impact on a global scale. Join our colleagues in bringing our Mission to
Work ScheduleStandard (Mon-Fri) Environmental ConditionsOffice Job Description As part of the Thermo Fisher Scientific team, you’ll discover meaningful work that makes a positive impact on a global scale. Join our colleagues in bringing our Mission to