If atheism is the absence of belief in gods, then many Buddhists are, indeed, atheists.
Buddhism is not about either believing or not believing in God or gods. Rather, the historical Buddha taught that believing in gods was not useful for those seeking to realize enlightenment. In other words, God is unnecessary in Buddhism. For this reason, Buddhism is more accurately called nontheistic than atheistic.