Although most chemists take classes in the theory of gas chromatography (GC), they learn operation and troubleshooting mostly through hands-on operation and laboratory lore.
Most of today’s biology labs need to shake something, and often in a controlled environment. That’s a job for a temperature controlled or incubator shaker.