Modeled career paths · LLM engineering

Where does a AI Engineer go next?

What employers are asking a AI Engineer for, what they pay, and where people go next. From live postings and Startline’s modeled career map: what the ads say, never estimated.

What employers ask a AI Engineer for

Live postings for this role in November 2026, most asked for first. Stated pay is typically around $240k a year.

  • Python development
  • TypeScript development
  • Machine learning
  • Operating systems at scale
  • AWS
  • Containerisation with Docker
  • CI/CD pipelines
  • C++ development

Pay is what the ad states, never estimated. Only competencies in Startline’s catalogue are counted.

Management path
Senior AI Engineer+28% typical comp change · ~3.0y typical
53% of modeled moves out of AI Engineer go here
leadership branch100% of modeled exits move upward from there
AI Engineering Manager+72% typical comp change · ~3.0y typical
18% of modeled moves out of AI Engineer go here
leadership branch100% of modeled exits move upward from there
Staff AI Engineer+72% typical comp change · ~3.0y typical
18% of modeled moves out of AI Engineer go here
leadership branch84% of modeled exits move upward from there
Higher-growth opportunity
Director of Generative AI+146% typical comp change · ~6.0y typical
reachable via Senior AI Engineer. 8% joint modeled share
executive stepno modeled onward moves above the evidence floor
Career pivot
Developer Productivity Engineer-13% typical comp change · ~4.0y typical
6% of modeled moves out of AI Engineer go here
pivot88% of modeled exits move upward from there
Edge Computing Engineer-16% typical comp change · ~4.0y typical
6% of modeled moves out of AI Engineer go here
pivot94% of modeled exits move upward from there

What this page cannot know is which of these fit you. That is what the free list is for.