I'm not a trained gas fitter I have worked in the motor trade all my life. I'm OK with cars but wouldn't attempt to strip and rebuild a boiler.
The noise doesn't sound like a bearing noise, more like a whistling / howling sound.
Do you have any ideas on how much to get a gas fitter to...