Douglas has a professional background in law enforcement and public sector fraud investigations, having worked in New Zealand, Scotland, and England.

Douglas is an experienced educator, having taught criminology, sociology, and an array of law enforcement subjects across different universities. Douglas is an experienced financial crime researcher, with a particular criminological interest in the acquisition of criminogenic knowledge, and criminal planning.