商汤【27届校招】AI 算法研发工程师-大装置
校招全职算法地点：北京 | 上海状态：招聘♡ 收藏
工作描述
任职要求 1、应届本科或硕士，计算机 / 算法基础扎实；熟练 Python，熟悉 PyTorch、Transformers、Hugging Face 等框架。 2、理解 Transformer、大语言模型、RAG、Agent、Prompt Engineering、Embedding、模型微调等基本原理。 3、熟悉 Git、Linux、Shell、Docker，具备良好工程实践习惯。 4、具备问题定位、实验设计与数据分析能力，能通过日志、样例与评…
登录查看完整工作描述
微信扫码，1秒登录
包括英文材料
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文，免费，零起点，完整示例，基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
Prompt+
https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/introduction-prompt-design
A prompt is a natural language request submitted to a language model to receive a response back.
https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/prompt-engineering
These techniques aren't recommended for reasoning models like gpt-5 and o-series models.
https://www.youtube.com/watch?v=LWiMwhDZ9as
Learn and master the fundamentals of Prompt Engineering and LLMs with this 5-HOUR Prompt Engineering Crash Course!
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
Git+
https://www.youtube.com/watch?v=rH3zE7VlIMs
Learn Git from start to finished in this full course written by ThePrimeagen.
还有更多 •••
相关职位
校招业务拓展序列
1、计算机、自动化、数学等专业，硕士及以上学历； 2、熟练掌握C/C++/Python等常用编程语言，熟练掌握 pytorch/ONNX/TensorRT 等一种或多种主流的深度学习框架，熟练使用Li
更新于 2026-08-10上海|深圳
校招软件序列
1.计算机，自动化，电子信息等相关专业，本科及以上学历； 2.熟悉C/C++/Python等编程语言，熟悉Linux开发环境，有较强的代码能力者优先； 3.熟悉主流深度学习框架(PyTorch/Ten
更新于 2026-08-10北京|南京
校招
1、对智能驾驶、辅助驾驶、端到端模型、AI Agent、智能汽车产品有强兴趣，并愿意长期深入复杂系统型产品。 2、具备清晰的智驾产品认知：理解智驾不是单点功能堆叠，而是由场景能力、用户信任、系统边界、
更新于 2026-07-11北京|上海
校招运营
1. 基本条件： 本科及以上学历，拥有极为敏锐的互联网行业洞察力，对marketing工作有强烈的兴趣和热情。 2. 营销与运营基本功： 具备扎实的营销、用户运营与预算把控意识，懂校园、懂学生，在校期
更新于 2026-08-03上海