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6 дней назад

Credit Risk Model Developer

9 600 - 18 000PLN
Формат работы
onsite
Тип работы
fulltime
Грейд
middle
Английский
b2
Страна
Poland
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

Текст:
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TL;DR
Credit Risk Model Developer (Machine Learning/Statistics): Developing and monitoring operational credit risk models, including credit decision, affordability, and early warning models, across global ING business lines with an accent on regulatory compliance, model soundness, and advanced analytics. Focus on building statistical models, documenting model logic and results, analyzing credit risk data, and collaborating with validators, risk managers, and business stakeholders.

Location: Warsaw, Poland (Pańska 97)

Salary: 9,600–18,000 PLN gross per month

Company

hirify.global Poland and ING Group operate financial services and credit risk modelling teams using Agile ways of working.

What you will do

  • Develop and periodically monitor credit risk models, including credit decision, affordability, and early warning system models.
  • Assess whether models are conceptually sound and appropriate for business use.
  • Ensure model compliance with regulations, internal policies, and industry best practices.
  • Prepare analyses and reports within credit risk management.
  • Collaborate with model validators, risk managers, and business stakeholders.
  • Monitor industry trends and regulatory guidance to improve credit decisioning and advanced analytics models.

Requirements

  • Advanced degree, such as a PhD or Master's degree, in data science, statistics, mathematics, physics, econometrics, quantitative finance, or a related quantitative discipline.
  • Knowledge of supervised and unsupervised machine learning, classification, regression, and related methods.
  • Experience developing credit risk models in a financial institution or related industry.
  • Strong analytical, model documentation, data processing, and advanced visualization skills.
  • Experience coding in Python or SAS and knowledge of credit risk management processes, including scorecards, early warning systems, collections, IRB, and IFRS9.
  • English proficiency is required.

Nice to have

  • Knowledge of credit risk regulations and lending processes, including IRB and IFRS9.
  • Experience with Agile ways of working.
  • Experience with Git and code versioning.

Culture & Benefits

  • Agile environment using Scrum and Kanban.
  • Squad-based organization with clear product visions and autonomous collaboration.
  • Broad employee autonomy supporting motivation, creativity, and adaptation to changing business requirements.
  • Work in a credit risk modelling team focused on operational credit scoring and credit decision models.

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