You might try tracking down the cause, it isn't always obvious. I used to have a regular problem with it, not very bad, but constant. I discovered, almost by accident, but confirmed it by experiment, that it was caused by the alcohol in aftershaves. Since switching to just wiping my face with a wet cloth after shaving the problem has disappeared.

This worked well for me, though it's a bit aggressive.