South Yorkshire Police said the guard was delivering the money to the machine inside a baker's shop on Howard Road in the city during the morning rush hour.
A dark-coloured BMW car stopped close to the delivery van and the thieves took the money before fleeing.
The BMW car was found abandoned and on fire close to Heavygate Road.
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