A data‑driven analysis of Pittsburgh’s Data Analyst and Business Intelligence job market using FRED economic indicators, multi‑platform job posting snapshots, and scenario‑based forecasting. This report evaluates market recovery, growth trajectories, and supply‑demand balance to identify optimal entry timing for mid‑level analytics roles through Q1 2027.