阿里巴巴达摩院-AI软件栈测试leader-计算技术
社招全职8年以上技术-芯片地点:上海状态:招聘
工作描述
任职要求 必备条件: ● 计算机科学、电子工程或相关专业硕士及以上学历; ● 8年以上软件测试经验,其中至少5年在AI/高性能计算软件领域; ● 3年以上技术团队管理经验,具备跨地域或混合用工(正式+外包)团队管理实践; ● 深入理解AI软件栈架构,包括但不限于: ○ 驱动层(KMD/UMD/Runtime/CCL/Video/Security) ○ 编译器(LLVM、AI Compiler、Triton) ○ 算子与模型推理(PyTorch、vLLM、Model Zoo) ○ 工具链(GDB、Profiler、Sanitizer、覆盖率工具) ● 精通Linux系统、Python/C++自动化框架,熟悉CI/CD与云原生测试环境; ● 具备出色的跨团队沟通、技术判断与项目推动力。 加分项: ● 有GPU/NPU芯片公司或大型AI平台(如NVIDIA、华为、寒武纪、Meta、AWS等)测试体系建设经验; ● 熟悉视频处理、虚拟化、安全启动等垂直领域测试挑战; …
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包括英文材料
学历+
安全防护+
https://roadmap.sh/cyber-security
Step by step guide to becoming a Cyber Security Expert
https://www.w3schools.com/cybersecurity/
This course serves as an excellent primer to the many different domains of Cyber security.
LLVM+
https://llvm.org/docs/GettingStarted.html
Welcome to the LLVM project!
https://llvm.org/docs/tutorial/
This is the “Kaleidoscope” Language tutorial, showing how to implement a simple language using LLVM components in C++.
https://mcyoung.xyz/2023/08/01/llvm-ir/
“LLVM” is an umbrella name for a number of software components that can be used to build compilers.
https://www.youtube.com/watch?v=Lvc8qx8ukOI
This is the first lecture from the "Programming Language with LLVM" course where we build a full programming language similar to JavaScript from scratch, using LLVM compiler infrastructure.
Triton Inference Server+
https://docs.nvidia.com/deeplearning/triton-inference-server/user-guide/docs/index.html
Triton Inference Server is an open source inference serving software that streamlines AI inferencing.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具,在灵活性、可读性和性能上都具备相当的优势,近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
vLLM+
https://www.newline.co/@zaoyang/ultimate-guide-to-vllm--aad8b65d
vLLM is a framework designed to make large language models faster, more efficient, and better suited for production environments.
https://www.youtube.com/watch?v=Ju2FrqIrdx0
vLLM is a cutting-edge serving engine designed for large language models (LLMs), offering unparalleled performance and efficiency for AI-driven applications.
GDB+
[英文] Debugging with GDB
https://betterexplained.com/articles/debugging-with-gdb/
A debugger lets you pause a program, examine and change variables, and step through code.
https://code.visualstudio.com/docs/cpp/cpp-debug
After you have set up the basics of your debugging environment as specified in the configuration tutorials for each target compiler/platform, you can learn more details about debugging C/C++ in this section.
https://opensource.com/article/21/3/debug-code-gdb
Troubleshoot your code with the GNU Debugger.
https://www.brendangregg.com/blog/2016-08-09/gdb-example-ncurses.html
gdb is the GNU Debugger, the standard debugger on Linux.
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