12
36 forecasters
What will the percent change in people employed as engineers in the US be relative to 2025?
Forecasts
Top Key Factors
Many engineering roles are strongly and complexly coupled to the physical world
More %
Broad category protection through internal diversification
Increases Uncertainty
Junior-task automation reduces entry-level hiring
Less %
Many engineering fields have high regulation density
More %
Infrastructure projects boost civil engineering demand
More %
Engineering roles with higher employment numbers tend to be more exposed to automation
Less %