MADRID—The number of jobless people in Spain dropped faster than expected in the second quarter from the first, as strong job creation led to a significant decrease in the country's sky-high unemployment rate.

The rate, one of the highest in the developed world, fell to 24.5% from 25.9% in the first quarter, the national statistics bureau said Thursday. The number of people without jobs fell by just over 300,000.

Spain,...