Why Testers need even though large number of developers working in a same company?

For the same reason people ask friends/family members to read their essays before submitting them to teachers: when you have worked closely with something for a while, you have it memorized and tend to glance over it instead of really focusing on the details. At that point, it's easy to miss small, but significant mistakes.