贝壳大模型算法工程师【实习】(J71300)
实习兼职算法类地点：北京状态：招聘
工作描述
任职要求 1、硕士及以上学历，毕业时间：2026年9月-2028年8月，人工智能、计算机、数学相关专业优先； 2、熟悉主流深度学习框架（PyTorch / TensorFlow）； 3、掌握 NLP 基础知识（语言建模、序列建模、Transformer 结构等）； 4、了解或具备至少一种大模型训练/推理框架实践经验（如 HuggingFace Transformers、DeepSpeed、vLLM、verl、llama-factory、RAY、Megatron-LM 等）； 5、具备良好的编程能力（Pyth…
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+
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.
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/
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
Prompt+
https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/introduction-prompt-design
A prompt is a natural language request submitted to a language model to receive a response back.
https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/prompt-engineering
These techniques aren't recommended for reasoning models like gpt-5 and o-series models.
https://www.youtube.com/watch?v=LWiMwhDZ9as
Learn and master the fundamentals of Prompt Engineering and LLMs with this 5-HOUR Prompt Engineering Crash Course!
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
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.
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.
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.
数据挖掘+
https://www.youtube.com/watch?v=-bSkREem8dM
Database vs Data Warehouse vs Data Lake
https://www.youtube.com/watch?v=7rs0i-9nOjo
ICPC+
https://icpc.global/
The International Collegiate Programming Contest is an algorithmic programming contest for college students.
ACL+
https://www.aclweb.org/portal/
Computational linguistics is the scientific study of language from a computational perspective.
EMNLP+
SIGIR+
https://sigir.org/
还有更多 •••
相关职位
实习
1、计算机科学、软件工程、数学、统计学等相关专业研究生在读，26届优先（提供转正机会）； 2、每周出勤5天，持续实习3个月及以上者优先。 3、具备较强的学习能力和主动性，能够快速掌握新技术和工具； 4
更新于 2025-08-29深圳
实习阿里巴巴研究型实
【必备项】 精通C/C++、Java、Python等至少一门编程语言。 理工科硕士/博士在读。 在计算机视觉、深度学习等领域具备扎实的基础，掌握领域内的最新技术进展。 熟悉至少一种深度学习框架，如Te
更新于 2026-07-31北京
实习核心本地商业-基
1. 计算机、人工智能、数学等相关专业硕士及以上学历，具备大模型、智能体或相关领域研发经验。 2. 具备扎实的大模型训练和调优背景，熟悉主流的大语言模型（Deepseek、Qwen、Llama等）及其
更新于 2026-06-25北京|上海
实习
1、计算机科学、人工智能或相关领域硕士及以上学历。 2、熟练掌握Python编程语言和深度学习框架pytorch，有良好的算法和数据结构基础； 3、有大模型相关实习经验者优先； 4、有多模态大模型训练
更新于 2026-06-30北京