Expired·
Middle-Senior Data-Scientist / Model Validator at ForteBank
ML Jobs
This vacancy has expired
The posting is more than 90 days old or has passed its employer-provided deadline and no longer accepts applications.
800.000 to 1.200.000 KZT net per month (+ bonuses) · Astana / Office
ForteBank is one of the leading banks in Kazakhstan
ForteBank is one of the leading banks in Kazakhstan
800.000 to 1.200.000 KZT net per month (+ bonuses) · Astana / Office
Responsibilities2
• Model validation including backtesting and statistical testing
• Development of alternative approaches and models
• Development of alternative approaches and models
Requirements7
• Higher education in computer science, mathematics, statistics, economics/finance.
• Knowledge of Python, R (at least one of them).
• Experience in credit models - scoring, IFRS-9 (PD, LGD, EAD).
• Knowledge of statistics - distributions, moments, hypothesis testing
• Knowledge of econometrics - linear, logistic regression, regularization
• Experience with time series - autoregressive models, volatility models, VaR, autocorrelation
• Knowledge of machine learning fundamentals- trees, boosting, hyperparameter optimization, cross-validation, confusion matrix, etc
• Knowledge of Python, R (at least one of them).
• Experience in credit models - scoring, IFRS-9 (PD, LGD, EAD).
• Knowledge of statistics - distributions, moments, hypothesis testing
• Knowledge of econometrics - linear, logistic regression, regularization
• Experience with time series - autoregressive models, volatility models, VaR, autocorrelation
• Knowledge of machine learning fundamentals- trees, boosting, hyperparameter optimization, cross-validation, confusion matrix, etc
Contacts
📧 khairli@fortebank.com (preferable)
📱 @askar_khai
📱 @askar_khai