
汽车之家资深大模型算法工程师
社招全职3年以上技术地点:北京状态:招聘
工作描述
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 AI等,熟练使用tensorflow/…
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+
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.
RLHF+
[英文] What is RLHF?
https://aws.amazon.com/what-is/reinforcement-learning-from-human-feedback/
Reinforcement learning from human feedback (RLHF) is a machine learning (ML) technique that uses human feedback to optimize ML models to self-learn more efficiently.
https://www.ibm.com/think/topics/rlhf
Reinforcement learning from human feedback (RLHF) is a machine learning technique in which a “reward model” is trained with direct human feedback, then used to optimize the performance of an artificial intelligence agent through reinforcement learning.
还有更多 •••
相关职位

社招5年以上研发
1、本科及以上学历,计算机相关专业,5年以上算法经验,2年以上团队管理经验; 2、熟练掌握 Prompt 调优、RAG、多轮对话管理,了解 Agent 工具调用、流程编排思路。 3、能够定位模型幻觉、
更新于 2026-06-16北京
社招5年以上研发类
岗位职责: 1. 负责多模态大模型(LLM)的训练与优化,在预训练、有监督微调(SFT)、强化学习(RL)等各阶段,设计数据策略和算法策略提升大模型的通用能力与业务能力。 2. 方向1:负责多模态大模
更新于 2026-08-27杭州

社招3年以上技术
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
更新于 2026-07-14北京