Data Scientist
Core
Build and optimize machine learning models to solve business problems using Python and statistical techniques.
Role type
Junior Data Scientist
Builds
Production ML models
Domain
Data Science / Machine Learning
Deliverable
production ML models
Required skills
Python (pandas, scikit-learn), XGBoost, Logistic Regression, Catboost, hyper-parameter optimization, feature engineering, feature selection, model calibration, performance benchmarking (AUC/Gini, Capture rates, K-S), Project Management
Preferred skills
Django, Flask
Technologies
Python, pandas, scikit-learn, XGBoost, Logistic Regression, Catboost, Django, Flask
Responsibilities
Develop machine learning algorithms, perform feature engineering and selection, optimize model performance, manage projects
Seniority
Junior, 1-3 years experience
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