希音高级/资深算法工程师（搜索）
社招全职3年以上信息技术类地点：南京 | 上海状态：招聘
任职要求
1. 计算机、数学或者统计相关专业，三年以上从业经验，在推荐系统、个性化搜索、广告方向等相关领域有较强的算法工作经验； 2.深入理解机器学习、深度学习和自然语言处理算法的原理并能够灵活运用于搜索问题； 3. 熟悉Linux平台下C/C++/Java任一种语言开发，熟练掌握Python/Linux Shell等脚本开发，熟悉主流的分布式深度学习框架Te…
登录查看完整任职要求
微信扫码，1秒登录
工作职责
1、公司全场景智能搜索业务，通过搜索算法/技术，提升用户体验核心指标； 2、负责Query引导模式挖掘，通过前沿的NLP,NLG等算法手段，深挖用户Query表达交互规律； 3、结合业务需求，对供给的信息和服务进行画像刻画建立高效索引，提升召回和排序效果; 4、跟踪终端A领域相关推荐或者机器学习算法发展趋势，对前沿技术结合产品业务进行实验及落地。
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.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
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.
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.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
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.
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.
Bash+
[英文] The Bash Guide
https://guide.bash.academy/
A quality-driven guide through the shell's many features.
https://www.youtube.com/watch?v=tK9Oc6AEnR4
Understanding how to use bash scripting will enhance your productivity by automating tasks, streamlining processes, and making your workflow more efficient.
还有更多 •••
相关职位
社招3-5年技术类
1. 负责设计、研发和优化商业化模型推理服务和训练服务。 2. 负责商业化模型工程架构的持续迭代和发展。 3. 负责推动先进的模型技术应用于商业化业务场景。 4. 负责提升离在线服务的性能，优化资源分配和治理。
更新于 2025-04-07上海
社招3年以上技术类
1.负责百亿级流量&千万级物料的广告检索引擎系统的研发工作，保障服务的高可用、高性能； 2.负责设计和实现易用&高效的广告检索架构，支撑算法&产品在多团队、多业务、多策略、多模型场景的高效迭代； 3.负责系统C++基础设施建设，提升系统开发效率；
更新于 2025-04-07北京
社招信息技术类
1、参与国际电商的个性化算法创新优化，包括推荐、搜索等场景，最大效率地提升流量效率。 2、打造业行领先的深度学习平台能力，负责超大规模推荐召回，点击率，转化率，停留时长预估等模型优化。其中包括用户、商品的表征学习，在线学习，序列建模等技术创新。 base上海深圳南京都可以~~~
更新于 2025-04-16南京|上海|深圳
社招技术类
1. 负责B站商业化策略算法研发，优化模型算法和策略机制，提高广告变现效率，提升用户体验，优化商业生态 2. 结合业务需求，对用户及内容数据进行挖掘和建模，优化用户和内容画像 2. 跟踪学习相关领域前沿进展，实现技术突破和业务落地
更新于 2025-04-15上海