理想汽车基座模型-大模型算法工程师-智能体-北京/杭州
校招全职算法地点：北京状态：招聘
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.
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
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
相关职位
校招算法
1.负责VLA基座大模型的架构设计与优化，包括但不限于MoE、MoD、稀疏注意力机制、快慢双系统以及多模态架构设计等 2. 负责VLA训练范式探索，包括但不限于预训练、RL等 3. 负责VLA基座大模型的Scaling Law建设 4. 负责MindVLA后训练算法研究和落地，研究面向L3 Agent的后训练范式，包括监督微调、通用强化学习、智能体强化学习等技术； 5. 参与下一代VLA基座模型的探索与创新研究，打造技术影响力。
社招3年以上智能与信息技术
1. 负责语言大模型基座在汽车设计、生产、制造、售后、运营全生命周期场景语料的训练，包括训练语料优化与合成、基座模型架构、百亿~千亿基座训练、各项基座能力优化等； 2. 负责研发知识增强大语言模型技术，包括大模型领域适配、知识对齐、知识增强等，在车企场景构建专业知识驱动的智能体应用； 3. 跟踪和研究前沿的大模型、智能体（Agent）等技术方向，推动相关领域技术创新。
社招ACG
-围绕大模型打造次世代的智能对话能力，例如实体抽取，意图识别、上下文记忆，多对话引擎切换 -建设文档问答、表格问答、FAQ等基于知识的对话能力，如 NL2SQL、Agentic-RAG -建设新一代数字员工产品，熟悉智能体基座模型领域，有机会研发遵循SOP执行的营销对话智能体 -梳理业务场景的会话，整理成训练大模型需要的训练数据，优化大模型专项能力（数值计算、日期比较、任务规划、工具选择等） -探索高性能，低成本的对话实现，最大化客户价值
更新于 2025-07-11