On-the-job training varies by profession. For instance, air traffic controllers undergo rigorous training approved by the Federal Aviation Administration (FAA), while real estate agents might receive training from a brokerage. But completing extensive training could help you get a higher income. For example, getting a certification from the Federal Aviation Administration may help you earn over 100k.