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What affects manufacturing costs?

There's a tooltip that mentions that more engineers will decrease the cost of building items (and facilities?). How much does each additional engineer lower costs? A fixed amount or percentage? Is building additional workshops cost effective after you already have the minimum number of engineers required to build what you need?