浦发银行高级数据分析专家
社招全职总行数据经营与管理部地点:上海状态:招聘
工作描述
岗位职责 1. 负责基于数智化战略目标,设计并建立数据驱动的业务增长策略(如客户分层运营、产品精准推荐、存量客户激活等),设计数据经营策略,推动跨部门(业务、科技、风控等)落地。 2. 组织开展高级建模与算法应用研究。主导复杂业务场景的建模工作,解决业务痛点。引入前沿算法(如机器学习、深度学习、强化学习等),提升模型精度与业务适用性,推动模型工程化落地。 3. 负责数据资产深度挖掘与价值转化。与业务团队充分融合,通过数据分析挖掘数据关联价值,输出数据洞察报告,搭建数据可视化看板,将数据能力嵌入业务经营全流程,跟踪数据应用成效并迭代优化,为新产品设计、业务模式创新、管理决策提供数据支撑。 4. 负责培养团队的数据思维,推动银行内部数据经营方法论的沉淀与标准化,…
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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.
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
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
数据科学+
https://roadmap.sh/ai-data-scientist
Step by step roadmap guide to becoming an AI and Data Scientist
学历+
SQL+
https://liaoxuefeng.com/books/sql/introduction/index.html
什么是SQL?简单地说,SQL就是访问和处理关系数据库的计算机标准语言。
https://sqlbolt.com/
Learn SQL with simple, interactive exercises.
https://www.youtube.com/watch?v=p3qvj9hO_Bo
In this video we will cover everything you need to know about SQL in only 60 minutes.
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