I was diagnosed at 34.
People with ASD can definitely work. My first real job was at 41. It was in manufacturing, a type of work that fit my personality and interests. If you want to work it is very important that the work fit your personality and interests. Knowing your limits will help prevent failure.
No, you don't need to tell your employer. I never did.
Are you a programmer? SQL?