amount

A large amount of jobs have been lost over the last few years.
A large number of jobs have been lost over the last few years.

A large number of money has been spent on the project.
A large amount of money has been spent on the project.

Use number of with plural nouns for things we can count. Use amount of with nouns for things we cannot count.