Considering the amount of work, equipment and potential earning I'd say oven cleaning is way not enough to start up such cleaning business. Taxes, workers etc take more than enough to make this not profitable enough, if at all. I'd consider thinking about additional cleaning, such as kitchen or bathroom cleaning by the way. What do you think about this? Have you considered these options too?