Yes, you can find employment with just a CELTA but it's likely to be freelance,part time or seasonal work and as a result poorly paid. Because of the influx of international students to the UK there are plenty of full time/salaried positions out there but you'd likely need more than a CELTA and you'd certainly want more experience of teaching EAP than you currently have in order to get one.