
地平线算法工程师(模型与部署方向)
社招全职1年以上软件序列地点:北京 | 南京 | 上海状态:招聘
工作描述
任职要求 任职要求 教育背景:计算机、自动化、机器人或数学相关专业硕士及以上学历。 工作经验:具备 1 年以上相关工作经验或扎实的研究背景(含大模型训练/微调、量化压缩、自动驾驶算法或世界模型研发等方向);优秀应届毕业生亦可考虑。 编程功底:熟练掌握 Python,了解 C++,具有 PyTorch 或 TensorFlow 的开发经验。 算法基础(满足其中 2 项即可): 了解常见的视觉骨干网络及 Transformer 架构。 了解量化基本原理(如混合精度训练、PTQ/QAT、剪枝、蒸馏等)。 了解 VLM/VLA 的基本原理。 了解自动驾驶世界模型(World Model)的基本概念。 领域经验(非全部要求): 有自动驾驶算法相关的项目或实习经验。 有大模型微调(LoRA, DeepSpeed)经验或分布式训练的了解。 有视频生成、世界模型或驾驶场景仿真相关研究/课程经验。 有 TensorRT、ONNX Runtime 或 TVM 等部署工具链的实践或学习经验。 软素质:具备良好的逻…
登录查看完整工作描述
微信扫码,1秒登录
包括英文材料
学历+
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
自动驾驶+
https://www.youtube.com/watch?v=_q4WUxgwDeg&list=PL05umP7R6ij321zzKXK6XCQXAaaYjQbzr
Lecture: Self-Driving Cars (Prof. Andreas Geiger, University of Tübingen)
https://www.youtube.com/watch?v=NkI9ia2cLhc&list=PLB0Tybl0UNfYoJE7ZwsBQoDIG4YN9ptyY
You will learn to make a self-driving car simulation by implementing every component one by one. I will teach you how to implement the car driving mechanics, how to define the environment, how to simulate some sensors, how to detect collisions and how to make the car control itself using a neural network.
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.
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
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.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
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.
还有更多 •••
相关职位

社招计算机网络技术类
1.计算机、人工智能、数学等相关专业本科及以上学历。 2.在自然语言处理(NLP)、大模型(LLM)开发与微调,或大规模搜索推荐系统领域具备扎实的工业界实战经验。 3.深入理解Transformer等
更新于 2026-08-06深圳

校招算法
1、2027 届获得硕士及以上学历,计算机、人工智能、机器人、自动化、电子工程等相关专业; 2、具备扎实的机器学习、深度学习和机器人基础,熟悉 PyTorch 等主流深度学习框架,具备良好的代码实现和
更新于 2026-07-07新加坡
社招3年以上云智能集团
1. 计算机科学、软件工程、人工智能、数学等相关专业硕士及以上学历,具备扎实的机器学习与深度学习基础,以及较强的问题分析、定义和解决能力。 2. 具备语音、视频或其他多模态模型的项目经验,熟悉 ASR
更新于 2026-08-04北京|杭州