Manager/ AVP, Risk Data Scientist Manager/ AVP, Risk Data Scientist …

OCBC Bank
in Singapore
Permanent, Full time
Last application, 14 Sep 21
Competitive
OCBC Bank
in Singapore
Permanent, Full time
Last application, 14 Sep 21
Competitive
OCBC Bank
Manager/ AVP, Risk Data Scientist
Job Description:
  • Develop Machine Learning (ML) and complex statistical models to inform credit decisioning
  • Build data pipeline to enable scalable solution
  • Deploy ML/statistical models (real-time and batch) into Production credit management systems
  • Maintain models deployed in Production and continuously monitor/update model performance
  • Support credit portfolio management with advanced analytics
  • Work with stakeholders to identify business needs and deploy analytical/machine learning solutions


Qualifications
Requirements:
  • Bachelor's Degree in Statistics, Mathematics, Computer Science or area with strong quantitative content
  • Strong knowledge and experience building ML and complex statistical models
  • Experience and knowledge of deploying/maintaining real-time ML models in Production
  • Fluency in Python, common ML frameworks (Scikit-learn, Tensorflow), Spark, SQL, HIVE-QL, Unix/Linux environments
  • Good working knowledge of Git and CI/CD pipelines
  • At least 3 years of working experience in data science (or equivalent)
  • Experience or knowledge working on retail credit will be an advantage (not mandatory)

*LI-MLIU

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