Mine does the same, but I am old school with the heavy oil. I'm going to try a light synthetic.
Thinner oil is easier to push back out of the lifter orifice than thick oil....as chryco said, stiff springs will do it with time.
If you have a lifter that makes noise after being shut down after only a few minutes, then it sounds more like an individual lifter problem.
If they are all noisy on a cold start, watch the oil pressure and see if it immediately jumps up when started. If not, suspect a sorry oil filter with a bad anti-drainback valve.
Wix/napa, Baldwin, and other good brands usually have a better sealing drainback than many.