Associate/Senior Associate - Credit, Risk Management, Risk Modelling - Data Science (Risk)
SHOPEE SINGAPORE PRIVATE LIMITED
Responsibilities:
Requirements:
- Work on risk model development for retail and SME finance products such as consumer lending, personal finance, small and medium-sized enterprises loan and so on
- Build models and tools for credit and fraud risk identification in various aspects. For example, credit risk modelling, income estimation, customer information verification, anti cash-out, non-starter detection, account take over and so on
- Analyze and conduct feature engineering for massive data such as customer profiling, e-commerce transaction, and so on and deploy the feature pipeline
- Using graph mining, time series data modelling, graph & item embedding techniques to extract information from raw data
- Collaborate closely with the risk policy and business team. Translate business need and insight into machine learning models
- Research model methodology and data mining techniques to improve model performance
Requirements:
- Bachelor's degree in Machine Learning, Business Analytics, Information Technology, Finance, Economics, Statistics, Mathematics, or a related field. Master's and PhD degree are preferred.
- Open to fresh graduates. Candidates with up to 5 years of experience in credit or anti-fraud model development will be considered for experienced roles.
- Strong interest in data mining and feature engineering from massive raw data especially the alternative credit data
- Solid understanding of machine learning models such as boosting trees, regression models and good sense in feature engineering
- Good coding skill using SQL, Spark and Python
JOB SUMMARY
Associate/Senior Associate - Credit, Risk Management, Risk Modelling - Data Science (Risk)
SHOPEE SINGAPORE PRIVATE LIMITED
Singapore
8 days ago
N/A
Full-time
Associate/Senior Associate - Credit, Risk Management, Risk Modelling - Data Science (Risk)