You could start as a trainee or junior bid writer. You’ll need a minimum of five GCSEs at grades 9 to 4 (A* to C), including English and maths. Many employers will prefer you to have at least A levels.
You may also be able to work your way up through administrative jobs, especially in bid writing companies.