Senior Data Scientist (CDC)
Core
Building demand forecasting models using machine learning and time series methods to support business and supply chain decisions.
Role type
Senior IC data scientist (forecasting)
Builds
Production forecasting pipelines and model outputs for downstream systems
Domain
Supply chain / Retail / E-commerce
Deliverable
production ML models
Required skills
Python, PySpark, LightGBM, XGBoost, ETS, ARIMA, SQL, Power BI, Databricks, Azure, AWS, model explainability, MAPE, MAE
Preferred skills
MLOps tools (MLflow), production pipeline orchestration, real-time analytics, optimization mindset
Technologies
Python, PySpark, LightGBM, XGBoost, ETS, ARIMA, Power BI, Databricks, Azure, AWS, MLflow
Responsibilities
Develop regression and time series models for demand forecasting; engineer features and cleanse data; evaluate and validate model performance; explain insights to business and technical teams; collaborate with Data Engineering, Tech, Product, and Supply Chain teams; deliver end-to-end forecasting solutions
Seniority
Senior, hands-on IC
