Senior Autonomy Engineer+28% typical comp change · ~3.0y typical
53% of observed moves out of Autonomy Engineer go here (4,200 careers)
leadership branchconfidence high4,200 careers100% of observed exits move upward from there
Observed career paths · autonomous_systems
Where does a Autonomy Engineer go next?
14 observed directions, from real career histories. Percentages are the share of people who made each move; the count is how many careers each number rests on. This is the generic map. No aspiration, no filler.
Management path
Autonomy Team Lead+72% typical comp change · ~3.0y typical
18% of observed moves out of Autonomy Engineer go here (1,400 careers)
leadership branchconfidence high1,400 careers100% of observed exits move upward from there
Staff Autonomy Engineer+72% typical comp change · ~3.0y typical
18% of observed moves out of Autonomy Engineer go here (1,400 careers)
leadership branchconfidence high1,400 careers84% of observed exits move upward from there
Higher-growth opportunity
Director of Autonomy+146% typical comp change · ~6.0y typical
reachable via Senior Autonomy Engineer. 8% joint share of observed careers
executive stepconfidence high1,400 careersno observed onward moves above the evidence floor
Career pivot
Senior Firmware Engineer-14% typical comp change · ~4.0y typical
6% of observed moves out of Autonomy Engineer go here (460 careers)
pivotconfidence moderate460 careers86% of observed exits move upward from there
Streaming Data Engineer-10% typical comp change · ~4.0y typical
6% of observed moves out of Autonomy Engineer go here (460 careers)
pivotconfidence moderate460 careers88% of observed exits move upward from there