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, supply chain planning
Deliverable
production ML models | dashboards & analysis
Required skills
macroeconomic analysis, demand forecasting, statistical modeling, machine learning interpretation, feature engineering, data integration, scenario planning, business stakeholder engagement
Preferred skills
economics background, market intelligence, semiconductor industry experience, SQL, Snowflake, FP&A collaboration
Technologies
SQL, Snowflake
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 based on analytical insights; Interpret ML forecast outputs and explain drivers to senior leadership; Integrate macroeconomic signals into ML forecasting workflows
Seniority
Senior, hands-on IC with strategic influence
