Might be the gloves. I recall that school kitchen staff here have been banned from wearing rubber gloves when washing-up by hand as they are allegedly a breeding ground for bacteria - make of that what you will. Perhaps switch to disposables?
If you are wearing the gloves, I can't see how it can be contact with the chemicals causing the problem.
Good luck, Bob.