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Senior Risk Analyst in Pletin A., FOP

Posted more than 30 days ago

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Pletin A., FOP

Pletin A., FOP

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Without experience
Kyiv
Full-time work
A consumer finance platform for online lending is looking for Senior Risk Analyst.Key responsibilities:Designing, testing, and validating risk models (regression, classification, XGBoost, LightGBM, CatBoost, deep learning).Building and maintaining end-to-end data science pipelines: problem scoping, data collection, feature engineering, EDA, model building, validation, tuning, monitoring, and maintenance.Writing and optimizing SQL queries to extract and analyze large datasets.Applying Python libr

A consumer finance platform for online lending is looking for Senior Risk Analyst.

Key responsibilities:

  • Designing, testing, and validating risk models (regression, classification, XGBoost, LightGBM, CatBoost, deep learning).
  • Building and maintaining end-to-end data science pipelines: problem scoping, data collection, feature engineering, EDA, model building, validation, tuning, monitoring, and maintenance.
  • Writing and optimizing SQL queries to extract and analyze large datasets.
  • Applying Python libraries (Pandas, NumPy, SciPy, Scikit-learn, Flask) for statistical analysis, modeling, and deployment.
  • Developing dashboards and reports in PowerBI/Excel to provide risk insights and recommendations for management.
  • Conducting portfolio monitoring, stress testing, and scenario analysis to evaluate risk exposure.
  • Supporting model deployment and integration with IT systems, including Docker or cloud environments (e.g., GCP BigQuery, Dataflow).
  • Collaborating with Product, Finance, IT, and Operations teams to ensure risk models align with business objectives.
  • Continuously identifying patterns, trends, and emerging risks, and providing
    recommendations to mitigate them.
  • Maintaining up-to-date knowledge of best practices in risk management, data science, and machine learning.

Job requirements:

  • Bachelor’s degree or higher in Statistics, Mathematics, Computer Science, Data Science, or related fields. ? 
  • 2+ years of hands-on experience in data science, data analysis, or risk analytics. ? 
  • Strong foundation in probability theory, statistics, discrete mathematics, logic, and algebra. ? 
  • Proficiency in SQL and Python (pandas, numpy, scikit-learn, scipy). ? 
  • Experience in building models from scratch (problem definition, data collection, feature engineering, model selection, validation, tuning). ? 
  • Upper-intermediate English level (written & spoken).

Desired Skills: ? 

  • Familiarity with Hadoop ecosystem and NoSQL databases. ? 
  • Experience with Docker and ML model deployment. ? 
  • Knowledge of financial analysis/credit scoring. ? 
  • Exposure to cloud technologies (e.g., GCP BigQuery, Dataflow). ? 
  • Experience in advanced ML domains: computer vision, NLP, recommender systems 
Without experience
Kyiv
Full-time work
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