Senior/Lead Data Scientist - Demand Forecasting
Core
Lead Data Scientist building AI-driven demand forecasting and optimization models for enterprise supply chain planning.
Role type
Senior IC data scientist (supply chain/demand planning)
Builds
Production demand sensing/forecasting models, optimization modules (Heuristic, LP, GA), anomaly detection, and simulation tools for enterprise clients.
Domain
Supply chain management and enterprise planning
Deliverable
production ML models
Required skills
Time series forecasting, heuristic-based hierarchical modeling, statistical modeling, feature engineering, model tuning, web service integration, business metric analysis
Preferred skills
Deep learning frameworks, distributed data computing, SQL/ETL, planning application implementation
Technologies
Python, R, ARIMA, Prophet, exponential smoothing, Keras, Tensorflow, PyTorch, Hadoop, Hive, Spark, Gurobi
Responsibilities
Develop and optimize demand forecasting models using ML techniques; analyze complex business problems and articulate assumptions; generate new business metrics; integrate modules with external systems; collaborate with clients and technical teams
Seniority
Senior, hands-on IC