I think you have a misconception of where cybercrime truly is concentrated in India. I think its more in the villages, some of which actually organise "crash courses" for youth that wish to make a career out of this [1].
Personal anecdote but I've witnessed cybercrime being done in various towns in some of India's biggest states, and they attract youth that would otherwise have been working in their family farms, etc.