Vice President, Fraud Data Analytics, Group Compliance
UOB · Central Region (City Area)
Full-timeonsiteseniorTechTechnology
รายละเอียดงาน / Description
Based in Singapore, this role involves leading the development and enhancement of fraud analytical capabilities for a major financial institution. You will be responsible for designing, implementing, and maintaining advanced fraud detection models using big data tools and machine learning techniques. This position requires close collaboration with various stakeholders to translate business needs into effective analytical solutions and ensure compliance with regulatory requirements.
หน้าที่ความรับผิดชอบ / Responsibilities
- Build and enhance fraud analytical capabilities for the bank
- Support and maintain existing analytical models, incorporating business feedback
- Design and implement new fraud detection models, rules, and algorithms
- Collaborate with stakeholders to identify analytical needs and develop solutions
- Support high-priority projects and stay updated on data science advancements
- Contribute to model governance processes and policy enhancements
คุณสมบัติ / Qualifications
- 7-12 years in technology, with 3-5 years in data science/analytics
- 2-3 years experience with advanced analytical models/tools (e.g., machine learning)
- Experience with large-scale analytics projects
- Familiarity with fraud or financial crime compliance analytics
- Ability to communicate complex technical results clearly
- Bachelor's degree in Computer Science, Engineering, Statistics, Mathematics, or Business Analytics
ทักษะที่ต้องการ / Required skills
- Python
- Pandas
- Keras
- Tensorflow
- Scikit-learn
- Data Wrangling
- Machine Learning
- Big Data Analytics
- Distributed Databases
- Model Development
ทักษะเพิ่มเติม / Nice to have
- Hive
- Spark
- Impala
- Natural Language Processing
- Network Link Analysis
- Model Governance