Parker was promoted to captain in October 1801 and assumed command of the sixth-rate HMS Alarm in March 1802 and then the fifth-rate HMS Amazon in October 1802 and remained with her for the next 9 years. The Amazon was attached to the fleet under Admiral Lord Nelson engaged in the pursuit of the French fleet to the West Indies. She was then sent on a cruise westward and therefore missed the Battle of Trafalgar.