To take advantage of the bitcoin pump and dump is you need to have skills to know when the pump and dump come. The short explanation will be when the candle is on the big red, and you should buy bitcoin, hold it for a while, and if the price can increases for 10% from the price you buy, you can sell it at the time. That will be the same if the market is on the big green so you should sell it right away before the pump is over. You cannot do that if you don't have experience because, with experience, you will know if that is a pump or it's a dump.
It's better to make a profit when you see than to wait for the pump and dump because that will need a longer than you can expect.