58同城算法工程师
社招全职2年以上技术类地点:北京状态:招聘
任职要求
1、统招本科及以上学历,计算机/数据统计等相关专业,2年以上算法工作经验 2、熟悉机器学习、深度学习等算法原理,熟悉常用的搜索推荐算法框架和工具,如TensorFlow、PyTorch等。 3、具备扎实的数据结构和算法基础,能够独立解决复杂的算法问题…
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工作职责
1、深入研究互联网业务场景,如搜索推荐、广告投放、用户增长等,设计并开发高效的算法模型,以解决实际业务问题,提升业务指标。 2、持续优化现有算法,提高算法的准确性、效率和稳定性。 3、对算法运行结果进行深入分析,通过数据分析洞察业务问题,为算法优化和业务决策提供有力依据。 4、研究行业前沿技术和算法,如大模型在搜索推荐中的应用,推动技术创新。
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/
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.
还有更多 •••