When will my B.V. get its VAT number?

You do not apply separately. KVK passes the registration to the Tax Administration, which tells you within 10 working days whether the B.V. is an entrepreneur for VAT. A B.V.'s VAT ID is NL followed by its RSIN number.

Source: Numbers for VAT, Business.gov.nl (Government of the Netherlands)