The shocking incident took place in broad daylight at an Upper Dicker farm, according to police.
Shortly after this, it was discovered that two tractors had been stolen.
They were later recovered by police – one having been driven and crashed, and another found in Polegate.
Sussex Police said: “Please do not leave keys in any unattended vehicles, even if only for a few minutes.”