Stacey was previously CEO at Salisbury NHS Foundation Trust where she worked from September 2020 to January 2024. Prior to that she worked for Bradford and Airedale Foundation Trusts, and spent some time seconded to the Nightingale Hospital Yorkshire during the COVID-19 pandemic. Stacey commenced her career in 1990 as a nurse at Hull Hospitals and Leeds Teaching Hospital.