Data Scientist

6 dni temu

Warszawa, Polska ING Hubs Poland Pełny etat
About ING Hubs Poland

ING Hubs Poland is a leading international financial institution with a strong presence in the region. We are committed to providing innovative solutions to our customers and creating a collaborative and dynamic work environment.

Job Summary

We are seeking an experienced Data Scientist - Credit Risk Modeler to join our team. As a key member of our Modeling Department, you will be responsible for developing and maintaining advanced analytics models used by ING across various business lines.

Key Responsibilities
  • Develop and maintain credit decision models using machine learning techniques, ensuring they are conceptually sound and compliant with regulations and industry best practices.
  • Collaborate closely with cross-functional teams, including model validators, risk managers, and business stakeholders to promote best practices and drive model performance.
  • Stay up-to-date with industry trends and regulatory guidelines related to advanced analytics models, contributing to the continuous improvement of credit risk models.
Requirements

To succeed in this role, you should have:

  • An advanced degree (PhD or Masters) in a quantitative discipline, such as Computer Science, Data Science, Statistics, Mathematics, Physics, Econometrics, or Quantitative Finance.
  • Excellent knowledge of classic machine learning methods, including supervised and unsupervised learning, classification, regression, etc.
  • Experience in validation or development of credit risk models in a financial institution or related industry.
  • Analytical skills with the ability to describe models, effectively articulate and document model's structure, logic, and results.
  • Experience writing code in Python (R, SAS, or other statistical programming language as a plus), data processing, and advanced visualization.
  • Knowledge of credit risk management process, including application of credit risk models like e.g., credit decision scorecards, early warning systems, collection systems, IRB, IFRS9, etc.
  • English verbal and writing proficiency.
Benefits

We offer a competitive salary package, including:

  • A salary range of 60,000-80,000 PLN per year, depending on experience.
  • A comprehensive benefits package, including health insurance, retirement plan, and paid time off.
  • Ongoing training and professional development opportunities.
How to Apply

If you are a motivated and detail-oriented individual with a passion for machine learning and credit risk modeling, please submit your application, including your resume and cover letter, through our online portal.

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