The causes of kidney cancer are not known, but factors that put some people at higher risk are: smoking – smokers have almost twice the risk of developing kidney cancer as nonsmokers. workplace exposure to chemicals such as arsenic, some metal degreasers or cadmium used in mining, welding, farming and painting.