Two seconds isn't disastrous, so long as the oil light isn't coming on when the engine is hot. A new pump may help of course, but there's no way of telling from the information available here. Check the filter housing - if oil is draining back into the sump overnight it will take a couple of seconds to prime the filter.
Or get an oil pressure test done.