Are Brake Jobs a Scam?

Do repair shops overcharge for brake jobs? Do they charge you a premium on top of their purchase price for parts? Is it worth doing a brake job yourself? I'll attempt to answer these and other questions as I break down the charges on my recent estimate for Rear brake pads and rotors.