希音高级算法工程师(广告投放)
社招全职3年以上信息技术类地点:深圳状态:招聘
任职要求
1、计算机相关专业本科及以上学历,研究生优先; 2、工作3年以上,有搜广推算法经验,精通常见的数据挖掘、机器学习和深度学习算法; 3、至少精通一门编程语言(Python、Scala、Java等),能熟练使用常见的数据分析工具; 4、熟悉至少一种深度学习框架(Pytorch、tensorflow、Keras等); 5、良好的沟通能力,具有跨团队的多方密切合作意识; 6、有电商经验优先,有广告经验优先。
工作职责
1、支持广告外投的算法工作,能独立负责人货匹配、选品、词投放、出价等模块的技术规划和模型开发; 2、承接渠道营销的算法提效,能持续优化push等渠道的内容推荐、择时、频次控制等能力; 3、主动深入业务,基于业务理解制定科学合理的算法方案,并持续探索广告/营销的价值增长点; 4、跟踪同行广告/营销领域的技术趋势,了解竞品产品和技术动态,能催化团队技术进步。
包括英文材料
学历+
数据挖掘+
https://www.youtube.com/watch?v=-bSkREem8dM
Database vs Data Warehouse vs Data Lake
https://www.youtube.com/watch?v=7rs0i-9nOjo
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.
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/
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.
Scala+
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.
数据分析+
[英文] Data Analyst Roadmap
https://roadmap.sh/data-analyst
Step by step guide to becoming an Data Analyst in 2025
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.
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.
Keras+
https://keras.io/getting_started/intro_to_keras_for_engineers/
Keras 3 is a deep learning framework works with TensorFlow, JAX, and PyTorch interchangeably.
相关职位
社招技术类
1.负责拼多多广告投放系统的CTR、CVR模型,持续迭代和优化模型效果。 2.利用多目标、序列模型等前沿算法,有效提高排序模型的精度,从而优化业务效果。 3.设计和优化LTR,Rerank等策略模型,持续提升效果指标。 4.深入理解用户在拼多多的各类行为,挖掘算法驱动业务的增长点,并推动落地。
更新于 2025-08-20
社招信息技术类
1、负责电商流量策略相关算法的落地和优化,包括但不限于新品冷启、爆款打造等,与运营、产品、分析等团队深度合作,持续优化流量效率和平台生态。 2、负责流量分配调控系统的建设,与产品协作将算法能力平台化。
更新于 2025-05-20
社招A73289
1、负责广告投放中定向、召回、粗排、精排、出价各个阶段模型和策略的改进,极致优化变现效率和客户体验; 2、利用业界最先进的手段,持续优化深度转化模型,极致提升LTV、付费率、留存率的预估准确度; 3、探索并落地联邦学习、多方计算等前沿技术,持续提升隐私保护环境下的广告投放效果; 4、深入了解行业痛点,利用策略和模型的手段,从广告主诉求视角出发,探索最新的商业变现技术和商业产品设计。
更新于 2023-04-25