The plant and equipment required to maintain a stable nuclear reaction and extract its heat is far more complex than that required to control a coal or natural gas firebox.
This is reflected in the fact that to run 1GW of nuclear generation, on average (in the US) requires about 700 FTE to operate. The average for coal generation is about a third of that number. And the average for a combined cycle gas plant is about 60 FTE.
And nuclear fission produces low-grade heat - around 320°C - compared to coal (around 550°C) or natural gas (over 1300°C). Thus are less thermally efficient and require huge cooling towers and much larger turbines to extract the thermal energy. Which, of course, are more expensive and complex to build and maintain.