Actuarial Data Scientist

Added
22 days ago
Type
Full time
Salary
Salary not provided

Related skills

sql python machine learning credit scoring model validation

๐Ÿ“‹ Description

  • Build, validate, and improve PD, credit scoring, affordability, delinquency models.
  • Analyze repayment behavior, delinquency trends, and vintage patterns.
  • Enhance credit engine by identifying predictive variables and rules.
  • Develop early-warning indicators for delays or defaults.
  • Monitor portfolio performance by cohorts, segments, channels, and products.
  • Build dashboards to track approval quality, disbursement, and defaults.

๐ŸŽฏ Requirements

  • Bachelor's in Actuarial Science/Statistics/Math/DS/CS/Engineering/Finance; Master's preferred.
  • 3-6 years in actuarial analytics, credit risk, lending analytics, or fintech.
  • Strong PD, credit scoring, portfolio risk, delinquency, loss forecasting, and vintage analysis.
  • Strong Python and SQL skills.
  • Experience with statistical modelling and ML (regression, classification, trees, GBM) with validation and monitoring.
  • Ability to translate analytics into clear business recommendations; strong communication.

๐ŸŽ Benefits

  • Inclusive culture with remote, in-office, and hybrid options.
  • Competitive compensation, including potential shares/equity.
  • Regular training and annual learning stipend for growth.
  • Talented team of 30+ nationalities across 7 countries.
  • Autonomy, mentoring, and challenging goals.
  • You'll be given responsibility and trust to own decisions.
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