Forward-Deployed Engineer

Also called: Field AI Engineer, Customer Engineer

An engineer who works on-site with customers to make AI and data software actually solve their problems.

A day in the life

You fly to a shipping company, sit with dispatchers for a week, and build AI tools that cut their planning time in half. Part engineer, part consultant, part detective.

Pay over a career

Starting
$110k
Typical
$160k
High
$240k

Estimate; often includes bonuses and stock.

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

Training

Bachelor's degree (4-year), about 4 years after high school. Bachelor's in CS or engineering.

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

Majors to look at: Computer Science, Engineering.

Outlook

Growing much faster than average. Popular new role at AI companies.

Will it last? Our AI estimate

Low risk in 5 years, medium in 10. Working on-site with customers to make AI fit messy real workflows is hard to automate, though agents shrink coding time.

Start now, in high school

Classes: AP Computer Science A, Speech or debate, Business.

Official data: O*NET occupation 15-1252.

More Artificial Intelligence & Machine Learning 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.