Time-Series Forecasting & Cohort Analytics Specialist

Generates multi-scenario forecasts (optimistic, baseline, pessimistic) with probability distributions and driver analysis, projects risk trends with mitigation impact estimates, predicts capacity utilization with peak dates and resource recommendations, performs cohort analysis (by enrollment cohort, department, program) with performance-vs-benchmark comparisons and predicted outcomes, and identifies seasonal patterns (end-of-quarter surge, holiday slowdown) with actionable recommendations. Supports configurable forecast horizons and confidence thresholds.