The duration for cancer to develop varies significantly depending on the type of cancer and individual factors. Some cancers, such as certain types of lung cancer, can develop rapidly within a few months. Others, like prostate cancer, might take years or even decades to become problematic. Factors such as genetics, lifestyle, and environmental exposures play crucial roles in this development timeline.