蚂蚁金服蚂蚁集团-风险模型专家/高级专家-杭州
社招全职5年以上技术类-算法地点:杭州状态:招聘
任职要求
1. 计算机、统计学、运筹学等相关专业背景,硕士及以上学历; 2. 5年及以上信用风险模型(PD)建模经验,有普惠金融方向信贷风控从业经验者优先; 3. 拥有丰富的机器学习或统计模型建模经验,包括但不限于统计学、深度学习、图学习、自然语言处理、运筹优化、自动机器学习等技术; 4. 熟练使用数…
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工作职责
1. 针对蚂蚁国内外信贷金融业务发展需求,负责设计和完善信贷风控模型体系,包括反欺诈、信用评分、价值模型等; 2. 深入了解信货业务模式,通过多源信息深挖完善风控特征池、引领机器学习算法的创新应用,解决蚂蚁信贷场景的实际问题; 3. 参与和探索前沿算法在信贷智能风险管理领域的应用和落地,包括但不限于知识图谱,GraphML,多模态识别,AutoML等方向; 4. 协同业务及政策团队进行业务问题抽象,推动模型技术在业务场景中的应用,并持续推动优化模型算法及性能。
包括英文材料
学历+
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.
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.
运筹优化+
https://medium.com/gousto-engineering-techbrunch/an-introduction-to-operations-research-5a9e898b6c60
Operations research (OR) is a scientific approach to determining the optimal solution to a defined business problem.
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