You can apply directly for jobs if you're an experienced professional. As well as professions like nursing, healthcare, teaching and engineering, you'll find organisations often look for experience in administration, project management and logistics.
Aid organisations like RedR run courses for experienced professionals, who want to put their skills to use in humanitarian aid work.