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AI Engineering

【星火X计划-实习】面向大模型高效训推的算子研发与极致优化(J14616)

围绕大模型训推关键算子开展 Kernel 开发、通算融合和自动调优,优化硬件算力与通信效率。

Key conditions

Locations
合肥, 北京
Team
词元星火
Employment
Internship
Track
Internship

Not disclosed: Salary, Employer application deadline

Application path and records

Apply through the official channel. The full external receipt stays in your workspace. When signed in, three minimal event types explicitly recorded through the CLI are reported by default: selection, self-reported application and channel observation. Browsing or saving a role does not report an event; external applications do not appear under My applications.

What you will work on

  • 本课题专注于对大模型训推过程中的关键算子进行极致效率优化
  • 研发面向大模型的算子自动调优框架,融合Tiling策略搜索、内存层次优化与指令调度

Experience and skills

Qualifications and expectations

  • 28届及以后在读硕士及以上学历,人工智能、计算机科学、高性能计算、数学、电子信息等相关专业,其他专业但具备突出工程能力者同样欢迎
  • 具备扎实的计算机架构基础,熟练使用linux操作系统
  • 熟练使用Git、VSCode等,熟练使用Pytorch、numpy等框架
  • 对GPU/NPU等AI加速芯片的体系结构有深入理解,熟悉CUDA/Ascend C/Triton/TileLang等至少一种编程模型,有实际的Kernel开发调优经验
  • 较强的编程实现能力,熟练掌握C/C++,Python等语言,有底层性能优化项目经验
  • 具备较强的独立思考能力,具备追求卓越,不断突破创新精神,不断通过效率分析提升算子效率

ABOUT THE COMPANY / TEAM

科大讯飞(星火与AI应用/平台团队)

Listed company

讯飞星火、Agent应用与运行平台、智能办公和大模型推理基础设施

Why we follow it

讯飞星火、Agent 应用与运行平台、智能办公和大模型推理基础设施覆盖模型服务与 AI 应用场景。

AI business and adoption

讯飞星火、Agent应用与运行平台、智能办公和大模型推理基础设施

2026半年度报告第7/28/30页公司财务与开放平台收入,区分公司及分产品口径;讯飞智慧办公与AI产品体系官方入口

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