No, you do not need to be registered as self-employed before you start your first job with a customer.
However you will need to register as self-employed by 5 October in the (tax) year after you first start working as a self-employed carer. We strongly recommend you do this straight away to avoid missing the deadline and incurring penalties. Registration is free to do and relatively straightforward.
Further information can be found here.