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SU
【2027】AI框架研发工程师(J14435)
Sugon · 北京市, 四川省·成都市, 山东省·青岛市, 河南省·郑州市, 江苏省·南京市, 上海市, 广东省·深圳市
About The Role
岗位职责(满足以下任意一方向):
- 负责pytorch/TF/JAX及配套生态框架组件在国产GPGPU上的适配、开发与系统级优化;
- 基于国产GPGPU进行多领域模型(如搜广推、视觉推理、模型训练等)的端到端性能分析及优化;
- 负责基于国产GPGPU的兼容能力开发及高性能组件(如向量数据库等)研发;
- 跟踪AI框架及场景的前言进展,依托国产GPGPU进行实际工程落地;
岗位要求:
- 计算机科学、电子工程、通信工程、信息科学或相关专业硕士及以上学历
- 熟悉 Linux 开发环境,熟悉主流人工智能框架及性能优化方法,掌握 C++ / Python 编程,熟悉 CUDA 编程模型及 GPU 执行与内存体系。
- 熟悉至少一种主流AI框架,或具备相关开发与性能优化经验,包括但不限于pytorch、triton、torchtitan、tensorflow、jax、xla、iree等。
- 具备 LLM/ VLM/搜广推等任意领域的训练或推理优化经验。
5.加分项:
a.具备CPU、GPU算子优化经验,有并行计算相关背景者优先;
b.具备TVM、MLIR、XLA、Triton等编译优化或图算优化经验者优先
c.具备国产加速卡相关经验者优先
d. 具备异构集群经验者优先
e.具备大模型优化经验者优先
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