Changed fuel nozzle same problem

Your furnace needs to be cleaned.When was the last time you did it. Im not talking about just your bro in law coming to clean. A good expert tech. How old is the machine? Do you make maintenance every year? For a good combustion you nead not just oil... also oxigene... and if dirt and soot are everywhere in the system maybe..?.