Apparently the 1858 epoch comes from an astronomy standard calendar called the Julian Day, where day zero was in 4713 BC:

https://www.slac.stanford.edu/~rkj/crazytime.txt

To make these dates fit in computer memory in the 1950s, they offset the calendar by 2.4 million days, placing day zero on November 17, 1858.