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Lead Data Scientist

EPAM Systems
1 día hace
Remoto
Chile, Brasil, México, Colombia, and Argentina

We are seeking a Lead Data Scientist to drive core modeling execution, including running competitive model bake-offs, selecting champion models, performing model evaluation, and implementing anomaly detection.

Responsibilities

  • Conduct model experimentation and bake-offs across multiple algorithmic families (tree-based regressors, statistical forecasting, deep learning, optimization)
  • Select and justify the champion model based on cross-validation and business-defined error metrics
  • Implement anomaly detection algorithms to identify outliers and operational disruptions in historical demand data
  • Track and log experiments using MLflow within the Microsoft Fabric environment
  • Partner with Data Engineering and BI teams to ensure seamless feature delivery and prediction consumption

Requirements

  • Advanced degree or equivalent experience in Data Science, Statistics, Operations Research, or Computer Science
  • Expertise in Time Series Forecasting, Machine Learning, and mathematical optimization
  • Proficiency in Python and modern ML libraries such as LightGBM, XGBoost, and Scikit-learn
  • Familiarity with Prophet and Optuna
  • Experience with experiment tracking using MLflow and validation methodologies such as walk-forward CV
  • Professional English proficiency (B2+/C1)