The man, who is in his 30s, was arrested on suspicion of burglary.
It follows an incident at about 2.25am on January 20 when police were called after the ATM was ripped from the Tesco Express store in The Square, Thorpe Marriott.
The aftermath of the ram raid at the Tesco Express store (Image: Maria Bond)
A Norfolk Constabulary spokesman said the man who was arrested in April on suspicion of burglary was bailed until July 21.
“Investigations are ongoing,” added the spokesman.
The JCB was left in the car park of the store following the raid, which left the store severely damaged and having to remain closed in the immediate aftermath.
Anyone who witnessed the incident or any suspicious activity at the time, or who has relevant dashcam footage, should call police on 101 quoting reference number 36/4450/26.