Wilson was CEO of Cath Kidston for nearly seven years after joining the British home wares and fashion brand known for vintage-inspired floral prints in 2011.
Dr. Martens was left without a CEO when Steve Murray left his position late last year and Chairman Paul Mason became interim chief.
Wilson's replacement at Cath Kidston will be announced soon, the report said.
Cath Kidston and Dr. Martens did not respond to a request for comment outside regular business hours.
By Kanishka Singh; editor: Peter Cooney.