HMRCofficeNumber and EmployerPAYEreference error message on submission to HMRC

When submitting accounts to HMRC, you might get the following error:

This error means that you are missing HMRC Office Number and the Employer PAYE reference.

This is a requirement on the R&D worksheet depending on the type of claim being made.