美团点评技术-搜索算法工程师
社招全职3年以上核心本地商业-业务研发平台地点：北京 | 上海状态：招聘♡ 收藏
工作描述
任职要求 1. 硕士研究生学历，计算机、数学、统计学等相关专业。 2. 3年以上搜索算法或推荐系统相关工作经验。 3. 熟悉机器学习、自然语言处理、信息检索等核心技术，有大规模数据处理经验。 4. 熟练掌握Python、Java或C++等编程语言，具备良好的工程实现能力。 具备以下条件优先 1. 顶会论文：在 KDD、SIGIR、ACL、ICML、Re…
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+
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/
推荐系统+
[英文] Recommender Systems
https://www.d2l.ai/chapter_recommender-systems/index.html
Recommender systems are widely employed in industry and are ubiquitous in our daily lives.
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.
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.
信息检索+
https://nlp.stanford.edu/IR-book/information-retrieval-book.html
Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008.
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.
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
SIGKDD+
https://www.kdd.org/
SIGIR+
https://sigir.org/
还有更多 •••
相关职位
社招2年以上核心本地商业-业
1. 硕士及以上学历，计算机科学、人工智能、自然语言处理或相关专业； 2. 熟练掌握至少一种深度学习框架，如PyTorch、TensorFlow等，熟悉Python/Java编程语言，良好的编码习惯和
更新于 2026-04-16北京|上海
社招5年以上核心本地商业-业
1. 5年+ 研发或 AI 应用相关经验，有团队管理经验（50人+）； 2. 对 Agentic System 有扎实的理解，熟悉 LangChain、LangGraph、CrewAI 等框架； 3.
更新于 2026-07-04北京|上海
社招5年以上核心本地商业-业
1. 5年+ 研发经验，有数据仓库或数据平台相关经验； 2. 对 Agentic System 有扎实理解，熟悉 LangChain、LangGraph 等框架，有 Agent 开发和落地经验； 3.
更新于 2026-09-27北京|上海
社招3年以上核心本地商业-业
1. 本科及以上学历，计算机及相关专业，3年以上互联网研发经验； 2. Java基础扎实，理解IO、多线程、集合等基础框架，对JVM原理有一定了解，熟悉Spring、MyBatis等主流开源框架并清楚
更新于 2026-09-16上海