Large steel bridge construction involves much hand labor. Here's a big job in China.[1] If you're not seeing the foundation work or crane work, it may look like it's all hand labor. Large bridges are custom-designed prefabs. Somewhere else, there's a factory making the parts.

[1] https://youtu.be/kJ1ciG7IjKA