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Job Description
- Develop credit risk models to accurately assess user credit worthiness, supporting the expansion of Retail Finance and SME Finance businesses.
- Identify fraudulent behaviors from large-scale user data and build models to detect anomalies and mitigate fraud risks.
- Develop and maintain a feature pool consisting of both Shopee ecosystem data and third-party data, extracting valuable insights from massive datasets. Utilize statistical methods and machine learning techniques to transform raw data into a structured format that enhances model performance.
- Explore and apply deep learning and Generative AI in credit assessment to improve risk detection, enhance underwriting efficiency, and optimize risk management processes.
- Build and maintain graph databases, and explore the applications of graph-based models in risk management.
- Conduct continuous data mining to generate actionable insights, supporting business decision-making and problem-solving.
- Open to fresh graduates graduating between July - December 2025.
- Bachelor’s degree in Machine Learning, Business Analytics, Information Technology, Finance, Economics, Statistics, Mathematics, or other related fields.
- Strong understanding and hands-on experience with machine learning models (e.g., boosting trees, regression models) and feature engineering techniques.
- Solid statistical knowledge and strong data analysis abilities, with the capability to identify problems from data and develop data-driven solutions.
- Proficiency in SQL and Python is mandatory, with experience in PySpark being a plus.
- Strong passion and curiosity for credit business, risk management, and data analytics.
- Experience in network analysis, search and recommendation systems, or other machine learning fields is a plus.
Key Skills
Ranked by relevance
machine learning
deep learning
data analysis
data mining
python
sql
ai
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- Posted
- Nov 02, 2025
- Type
- Full-time
- Level
- Entry
- Location
- Singapore
- Company
- Monee
Industries
Financial Services
Categories
Engineering
Information Technology
Related Jobs
3 roles aligned with this opportunity
View Job Details
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2026-07-04
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View Job Details
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Foundation Engineering, Entitlements Platform Software Engineer, Vice President, Singapore
2026-07-02
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View Job Details
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Data Scientist (Platform Governance), TikTok E-Commerce
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