The section on Wikipedia on Bitcoin mining is fairly informative: https://en.wikipedia.org/wiki/Bitcoin_mining#Bitcoin_mining

In short: no, it doesn't really need so much computing power; miners upgrade to improve their relative chances of finding the solution first (which gives them the newly minted coins), and the software automatically increases the difficulty of the process in response. The result is an arms race among miners.