The man, believed to be Hispanic, placed the device at a bank on April 9.
Authorities did not release the exact bank location.
Sugar Land police believe the man got away in a burgundy Honda Civic.
Anyone with information is asked to call Sugar Land PD's Criminal Investigations at 281-275-2540.