理想汽车智能空间-多模态智能体算法工程师
校招全职算法与软件地点:杭州状态:招聘
任职要求
1. 硕士及以上学历,参与过对话、搜索、推荐、AIGC至少其一领域的核心算法开发工作,关注行业及学界进展; 2. 扎实的算法基础,熟悉自然语言处理、多模态、知识图谱和机…
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工作职责
1. 负责大语言模型以及多模态大模型的预训练、精调等研发及落地; 2. 负责大模型智能体记忆、规划、工具、RAG能力的研发以及大模型应用的研发。
包括英文材料
学历+
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/
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
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.
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.
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社招3年以上技术类-算法
我们是谁? 具身智能AI算法团队,致力于打造自主研发的机器人产品。我们正组建一支以AI技术为基石、汇聚多领域顶尖人才的全栈自研算法团队,目标是构建能够与物理世界交互、具备自主理解决策、自主行动的智能机器人 1、主导或深度参与VLA/LBM模型的架构设计、训练策略优化与多模态对齐机制研究,提升智能体在开放环境中的泛化与推理能力; 2、构建面向具身智能的空间计算系统,包括但不限于:3D场景理解、动态环境建模、跨模态空间表征学习、物理交互预测等; 3、探索基础感知技术(如多传感器融合、SLAM、NeRF、3D生成等)与大模型的深度融合,实现端到端的具身智能决策; 4、与机器人平台、仿真系统、产品团队紧密协作,推动算法在真实硬件或虚拟环境中的部署与验证; 5、跟踪并引领国际前沿进展,在顶级会议(如 NeurIPS, ICML, CVPR, ICLR, RSS, CoRL 等)发表高水平成果,构建技术壁垒。
更新于 2026-02-02北京