In some fields, aside from specialized knowledge, good experimental work requires what we call "hands." For instance, handling air sensitive compounds, or anything in a condensed or crystalline state. In my thesis experiment, some of the equipment was hand made, by me.
Sometimes specialized facilities are needed. My doctoral thesis project used roughly 1/2 million dollars of gear, and some of the equipment that I used was obsolete and unavailable by the time I finished.