Manager/ AVP, Risk Data Scientist

Company:
Location: Singapore

*** Mention DataYoshi when applying ***

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

Primary Location: Singapore
Job: Risk Management
Organization: Group Risk Management Division
Schedule: Permanent
: Full-time
Job Posting: 22-Feb-2021, 10:17:00 AM

*** Mention DataYoshi when applying ***

Offers you may like...

  • Walters People

    Data Product Manager/Data engineer
    Amsterdam
  • Singapore Sports Council

    Manager/ Senior Manager, Data Analyst – Data Hub, ...
    Kallang
  • INFO-COMMUNICATIONS MEDIA DEVELOPMENT AUTHORITY

    Senior Manager/Manager – Data Analyst (Planning & ...
    Geylang
  • Walters People

    Data Product Manager/Data engineer
    Amsterdam
  • Ernst Dello GmbH

    Data Analyst/In CRM / CRM Marketing Manager/In Sen...
    Eppendorf