阿里巴巴算法工程师-大模型应用
实习兼职淘天集团2026届春季实习生招聘地点:北京 | 杭州状态:招聘
任职要求
1. 计算机科学/人工智能/机器学习等相关领域的硕士或博士,具备扎实的编程基础(Python/C++/Java),熟悉常用算法与数据结构; 2. 掌握机器学习基础理论,了解搜、推、广系统/自然语言处理/多模态等至少一个领域; 3. 有PyTorch/TensorFlow等框架使用经验,参与过算法竞赛(Kaggle/天池等)或开源项目者优先; 4. 对AI技术充满好奇心,主动关注大模型、搜推广系统、NLP、强化学习等领域前沿进展; 5. 在顶级会议或高水平期刊发表过论文,或…
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工作职责
1. 大模型驱动的算法革新:
a. 参与大模型(LLM、多模态大模型)在电商核心场景(搜索、推荐、广告、多智能体对话等)中的算法创新与应用;
b. 研究大模型与经典搜推广模型的融合方案,提升模型效果与用户体验;
2. 下一代AI系统构建:
a. 通过分布式训练、模型压缩、低延迟推理等技术,面向工业级应用完成千亿级参数大模型的高效训练与部署;
b. 尝试生成式AI、多智能体协作等前沿方向,推动AI技术在电商领域的创新应用;
3. 大模型在亿级用户规模落地的实战:
a. 直面淘宝数亿用户、百亿级行为数据的挑战,落地大模型应用;
b. 参与双11、618等顶级电商场景的算法优化,见证大模型技术驱动商业增长的完整链路。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.
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.
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
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.
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/
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
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.
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