Why I Use Materialized Views for Job Board Aggregations

When I built a PMHNP job board that aggregates 7,556+ listings across 1,368+ companies (with ~200 updates/day), the “simple” parts got hard fast—especially counts and facets. Users expect filters like state, remote, and company to feel instant. But r...