【饿了么】饿了么-高级推荐算法专家-北京
全职社招技术类-算法地点:北京状态:招聘
工作描述
任职要求
1、计算机、数学、统计学等相关专业; 2、算法基础知识扎实,有搜索、推荐、广告等大型项目经验,参与过实际的大型机器学习项目,有丰富的业务落地经验的优先; 3、熟悉一种主流的分布式深度学习计算框架TensorFlow/PyTorch。; 4、具备优秀的逻辑思维能力,有强烈的求知欲、好奇心,能关注和学习业界先进技术,有论文发表在国际会议、期刊者优先; 5、良好的团队合作精神和沟通能力。
工作职责
1、负责饿了么零售业务的推荐算法工作,包括零售店铺推荐、店内商品推荐,全能超市等; 2、基于业务问题,设计并实现推荐全链路算法模型,包括召回粗排、精排、重排及端智能等模块,持续迭代提升业务效果; 3、参与推荐创新性算法的研究以及开发工作; 4、协同业务进行跨团队合作。
包括英文材料
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.w3schools.com/dsa/
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.
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.
PyTorch+
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.