Plebesly is middle class and suburban in upbringing, from Azusa. He married young and at 22 has two children.
He worked in a bank before joining the LAPD, has earned a few college credits, but sought a job with higher status and better pay. Short and slim, Plebesly just passed the height and weight minima required of applicants, but is a natural athlete and a distance runner.