
汽车之家资深大模型算法工程师(汽车垂直领域)
社招全职3年以上技术地点:北京状态:招聘
任职要求
二、任职要求: 1、本科及以上学历,计算机、数学相关专业,5年以上人工智能/机器学习算法研发经验; 2、精通深度学习、自然语言处理(NLP)核心理论,深入理解 Transformer 架构、预训练模型原理、微调策略(LoRA/QLoRA等)、对齐技术(RLHF/PPO)、模型压缩与推理优化(量化、蒸馏等)、RAG、Agentic …
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工作职责
一、岗位职责 1、负责汽车垂直领域大语言模型(LLM)研发:指令微调、对齐优化、推理优化等全流程算法设计与实现; 2、攻克模型效率、效果、可控性等关键技术难点,提升模型在汽车知识问答、车型对比、用户交互等场景的理解与生成能力; 3、汽车结合汽车之家业务(如车型库、评测报告、用户社区等),实现大模型驱动的智能产品功能(如AI搜索、智能AI买手、多模态AIGC等);
包括英文材料
学历+
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.
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/
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
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 •••