Would you want to contract an infectious disease at work?

Not the common cold or flu.

An infectious disease that could kill you or make you miserable for years or life?

The problem here is the nature of the "work"; close intimate contact, etc.

Under the circumstances, disease screening does not seem that unreasonable.