Lead Data Scientist – Demand Forecasting (Market Analytics)
Core
Analyze internal and external data to identify leading demand indicators, guide forecast biasing decisions, and translate model outputs into actionable business insights for ADI's end markets.
Role type
Lead Data Scientist / Economist (Demand Forecasting)
Builds
Macro-driven demand forecasts and scenario planning for semiconductor end markets
Domain
Semiconductor industry + Macroeconomics + Demand Forecasting
Deliverable
production ML models
Required skills
Macroeconomic analysis, Demand forecasting, Statistical modeling, Machine learning, Data integration, Business insight translation, Stakeholder engagement, Scenario planning
Preferred skills
Economics background, Semiconductor industry experience, SQL, Snowflake, FP&A collaboration
Technologies
SQL, Snowflake, Machine Learning frameworks
Responsibilities
Analyze internal orders/backlog and external macroeconomic datasets to identify demand shifts; Develop frameworks to quantify macro signals in forecasting; Own and guide forecast biasing decisions; Interpret ML forecast outputs and explain drivers to leadership; Integrate macro signals into ML workflows via feature engineering and biasing processes.
Seniority
Senior, hands-on IC
