Thanks to the DetroitYES forum post by MikeM:
This map from 1946 shows the postal zones (forerunners of the ZIP code system) for Detroit. I think these were introduced around the time of WWII. Each zone had its own office and a lot of the zone numbers eventually became the last two digits of the ZIP code. As the city grew some of the zones were further divided.