通义通义实验室-算法专家-多模态Mobile-Agent
社招全职2年以上技术类-算法地点:北京 | 杭州状态:招聘
任职要求
1. 具备良好的基础算法与代码能力,熟练掌握 Python 编程语言,熟悉Pytorch, transformers 等工具使用;有 ACM/ICPC、NOI/IOI、Top Coder、Kaggle 等算法竞赛经历或获奖记录者优先; 2. 拥有扎实的机器学习理论基础,熟悉多模态理解、强化学习、Tool Use、…
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工作职责
团队介绍: 通义实验室专注于通用人工智能(AGI)、大模型基础研究及行业应用创新。我们以前沿技术探索为驱动,推动大模型赋能千行百业,助力AI创造社会价值,服务云上生态合作伙伴。Mobile-Agent 团队专注于多模态智能体技术研发,覆盖 Android、Ubuntu、Windows 等多端场景,依托集团业务场景与技术生态,推动前沿 AI 技术落地,提升多端智能交互体验。 职位描述: 1. 探索 Android、Ubuntu、Windows 等多端场景下,面向 GUI 交互、代码生成、Tool Use等场景的通用多模态 Agent 构建,助力提升多端智能体的交互能力与适配性; 2. 开展多模态理解、强化学习、Tool Use等前沿技术的研究与实践; 3. 进行多端相关数据建设、评测体系搭建,参与提升数据合成质量、模型规划能力等工作,为多模态智能体技术研发提供支撑; 4. 利用预训练、仿真等技术,协助对多端虚拟/现实场景环境进行建模,研发以多模态智能体为核心的技术原型。
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.
ICPC+
https://icpc.global/
The International Collegiate Programming Contest is an algorithmic programming contest for college students.
Kaggle+
[英文] Kaggle Learn
https://www.kaggle.com/learn
Gain the skills you need to do independent data science projects.
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
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更新于 2026-04-03北京|杭州