Perhaps one most impressive features of humanity though is extent we have extended our niche to more general environments. I think a lot of that is a feature of our culture though more than just our intelligence.
Intelligent machines may adapt to a very different niche someday, e.g. autonomously maintained robotic factories on Mars. However, I suspect the mostly likely way for that to develop is in intelligent machines adapted to a niche that heavily overlaps with ours.