Data Science Expert for Risk Management

21 hours ago


Singapore GXS BANK PTE. LTD. Full time

GXS BANK PTE. LTD. is seeking a skilled Data Science Expert to join our team in Singapore.

About Us

We are a digital bank that aims to redefine financial services using data, technology, and trust. Our mission is to provide innovative solutions that solve real-world problems and serve customers effectively.

Job Description

We're looking for a talented Data Scientist with expertise in credit risk management to contribute to the development of predictive models for credit scoring, fraud detection, and suspicious activity prediction. The ideal candidate will have experience in building risk models, leveraging alternative data sources, and ensuring alignment with model governance, business, and regulatory expectations.

Key Responsibilities
  • Develop, maintain, and monitor predictive models for credit scoring, fraud detection, and suspicious activity prediction.
  • Write high-quality, production-ready code for models to be deployed in the production environment.
  • Deploy models in the MLOps production environment, maintaining and troubleshooting any issues.
  • Support regular model performance reviews, audits, and recalibrations.
  • Leverage alternative data sources to enhance underwriting and credit risk models.
Requirements
  • Degree (PhD, Master's, Bachelor's) in Statistics, Mathematics, Economics, Finance, Risk Management, or related field.
  • Proven experience building risk models such as Application Score, Behavior Score, PD, EAD, LGD (Basel or IFRS 9), especially for retail customers in diverse countries including Singapore.
  • Comprehensive understanding of risk management throughout the customer journey within fintech or risk-focused environments.
  • Domain expertise in retail credit products, banking, and regulatory frameworks (Basel, IFRS).
  • Proficiency in Python, R, SQL, Snowflake and Data Visualization tools like Tableau.
Compensation Package

The estimated salary range for this position is SGD $120,000 - SGD $180,000 per annum, depending on qualifications and experience. We offer a competitive benefits package, including medical insurance, retirement savings plan, and paid time off.


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