饿了么算法工程师-大模型
校招全职饿了么秋季2026届应届生招聘地点:上海状态:招聘
任职要求
1、人工智能类专业优先,具备机器学习(ML)、深度学习(DL)、自然语言处理(NLP)、机器视觉(CV)等领域相关背景知识。 2、有相关学术论文、产学研项目、实践经历者优先;对业界主流大语言模型和AIGC大模型有深入了解,掌握算法原理和应用范式。 3、熟悉PyTorch、TensorFlow等框架;有一定训练调优分布式经验;熟悉Java/C++/Python等开发语言;有扎实的Linux开发、数据结构、程序设计基础。 4、具备优秀的分析和解决问题的能力,良好的沟通协作能力,对技术充满好奇心,工作踏实,有较强的责任心。
工作职责
我们是饿了么AI算法团队,工作涉及:外卖垂域大模型训练、Agent和AI产品创新、图片理解与生成、视频语音多模态等方面,围绕餐饮/零售/医药等业务,紧密支撑搜索、推荐、营销、用增、toB等多场景的AI需求。 具体职责包括但不限于: 1、参与大语言模型、AIGC(图片/视频)生成大模型、多模态模型工作,包括数据收集与处理、预训练和领域持续预训练、提示与指令设计、SFT与RL对齐、通用&应用能力的训练。 2、参与AI应用项目的研发工作,让AI能力落地取得收益,比如在智能搜索、导购体验、下单效率、AI点餐、图片素材、视频素材、创意生成等,支撑搜索/推荐/营销/用增/供给等多个场景。 3、具备一定的AI Infra能力,基于大模型底层训练平台和业界主流框架,来训练和调优模型。能够参与到底层模型工程团队的训练推理加速、资源优化等工作中,有CUDA算子优化经验者优先。 4、AI技术日新月异,对前沿技术敏感;能及时跟进并消化吸收前沿技术,将其转化为实际生产力,包括且不限于NLP、CV、搜推广营销等领域;有一定的学术能力,能跟业界、学界保持良好的交流。
包括英文材料
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.
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.
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
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/
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.
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.
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
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.
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
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