Digital Twin / Simulation Engineer

Also called: Manufacturing Simulation Engineer

Builds a live virtual copy of a factory so companies can test changes on a computer before touching the real thing.

A day in the life

You build a 3D model of an entire plant and feed it real data from sensors on every machine. Your boss asks, 'What happens if we add a second shift and a new robot?' and you run the simulation to find out. You present the answer with an animation showing where the bottleneck moves.

Pay over a career

Starting
$75k
Typical
$110k
High
$160k

Estimate; an emerging title with no separate BLS category.

Approximate: anchored on Bureau of Labor Statistics data for a broader job group.

Training

Bachelor's degree (4-year), about 5 years after high school. Bachelor's in industrial or mechanical engineering; often a master's in simulation or data science.

Ways in: 4-year college, Graduate school. Training cost: $15k – $60k.

Majors to look at: Industrial Engineering, Mechanical Engineering, Data Science.

Outlook

Growing much faster than average. Emerging field tied to 'Industry 4.0' investment.

Will it last? Our AI estimate

Medium risk for 10 years. AI builds and tunes simulation models faster; deciding what to model and trusting results for big plant decisions stay human.

Start now, in high school

Classes: AP Calculus, AP Statistics, AP Computer Science.

Official data: O*NET occupation 17-2112.

More Advanced Manufacturing & Automation careers

Career Universe is an early version. Pay, training and AI-risk figures are estimates to start your own research, not verified facts. The research was written with AI research assistants, checked by validation scripts and spot-checked by hand. Check anything important with schools, employers and official sources. How the numbers work.