Employer evidence path

Planning & Inventory Systems

For merchandise planning, inventory planning, allocation, replenishment, forecasting, and inventory-systems roles, this path begins with verified professional scale and follows the decision logic into architecture and working product behavior.

$500M+Category planning responsibility
650+Stores supported
40%Forecast-accuracy improvement
30%Stockout reduction

Recommended review order

Three pieces of evidence, one hiring question.

Start with the first project for the clearest role match, then use the next two to inspect adjacent systems thinking and implementation depth.

What this path demonstrates

What I would want a hiring team to verify.

  • Forecasting and inventory strategy at scale
  • Allocation, replenishment, margin, and exception management
  • Translation of operational signals into decision-ready views
  • Inventory-state architecture and source lineage
  • Explainable forecast logic with explicit user control