What causes an oil burner to not ignite occasionally?

Could be several things.

I understand you didn't find it very helpful, but you have to give me something to work with other than "What causes an oil burner to not ignite occasionally?"

Could be a failing transformer.
Could be a loose wire.
Could be a dirty fuel filter.
Could be a failing pump.
Could be a bad photocell.