阿里巴巴未来生活实验室-大模型算法专家(ai助手)-杭州
社招全职1年以上地点:北京 | 杭州状态:招聘
任职要求
1、计算机科学、数学、电子工程等相关专业本科及以上学历; 2、精通深度学习、机器学习等人工智能领域常用算法,熟练使用PyTorch开源框架; 3、熟悉Linux平台上的C++/Python开发,熟悉Java优先; 4、具有良好的编程习惯及编码规范,具备较强的逻辑思维能力,能够从海量数据中发现和解决问题; 5、有智能语音、自然语言处理相关领域的研究经验者或有论文发表经验者优先; 6、参加过ACM/ICPC、CCPC、NOI等算法竞赛获奖者优先。
工作职责
1、参与开发对话式AI助手在电商领域应用的相关算法工作; 2、参与对话式AI助手语音识别、语音合成、自然语言理解、对话管理等相关核心技术的研发; 3、负责对AI助手进行性能优化,并且提升用户体验; 4、跟踪业界前沿技术,进行技术预研。
包括英文材料
学历+
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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/
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.
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
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.
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.
编程规范+
[英文] Google Style Guides
https://google.github.io/styleguide/
Every major open-source project has its own style guide: a set of conventions (sometimes arbitrary) about how to write code for that project. It is much easier to understand a large codebase when all the code in it is in a consistent style.
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.
ICPC+
https://icpc.global/
The International Collegiate Programming Contest is an algorithmic programming contest for college students.
CCPC+
https://ccpc.io/
中国大学生程序设计竞赛(China Collegiate Programming Contest,简称CCPC)是由中国大学生程序设计竞赛组委会组织举办的年度性赛事。
相关职位
社招3年以上
1.负责人工智能大模型的研发工作, 研发基于大模型的AI搜索、用户理解、ChatBot、检索增强、导购助手等应用,确保产品的创新性与实用性; 2. 深度参与AI搜索类产品建设工作,主导大语言模型(LLM/MLLM)的预训练、持续训练、SFT、RLHF 等技术,不断提升模型的性能与表现; 3. 推动 AI 应用落地搜索场景,深入分析业务需求,通过技术手段提升作业效率与用户体验; 4. 持续关注行业内人工智能技术的发展趋势,引入前沿技术并进行创新应用。
更新于 2025-08-08
社招
1、负责淘天自营业务AI大模型的应用和研发工作,深度参与商品全链路智能运营工作、研发基于大模型的内容生成、优化的各项工作,参与ai助手和agent建设,负责大模型结合搜推相关的场景落地。 2、负责大语言模型、多模态大模型的预训练、持续训练、SFT、RLHF等技术,持续提升模型在业务场景应用的效果。 3.、深入分析业务需求,通过技术手段提升作业效率与用户体验,和工程侧同学一起探索AI相关创新产品。 4.、持续关注行业内人工智能技术的发展趋势,引入前沿技术并进行创新应用。
更新于 2025-07-14
社招1年以上
1. 负责AI搜推助手类创新产品的技术落地,从业务问题抽象到LLM全链路研发,持续提升用户体验与业务指标。 2. 负责通过强化学习,提升LLM对超长上下文建模和多步骤工具调用能力,实现新一代高精度用户模拟器。 3. 负责通过DeepResearch技术,实现从店铺分析-智能选品-下游效果提升的全自动电商开店Agent。 4. 持续关注AI技术的发展趋势,负责LLM的前沿技术探索,进行紧贴业务的技术创新。
更新于 2025-08-21