Modeled career paths · Mlops

Where does a Staff ML Infrastructure Engineer go next?

What employers are asking a Staff ML Infrastructure 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.

Typical advancement
Director of ML Platform+43% typical comp change · ~3.0y typical
84% of modeled moves out of Staff ML Infrastructure Engineer go here
executive stepno modeled onward moves above the evidence floor
Higher-growth opportunity
Director of Autonomy+53% typical comp change · ~7.0y typical
reachable via Staff Autonomy Engineer. 4% joint modeled share
executive stepno modeled onward moves above the evidence floor
Director of Real-Time Data+39% typical comp change · ~7.0y typical
reachable via Staff Streaming Engineer. 4% joint modeled share
executive stepno modeled onward moves above the evidence floor
Chief Information Officer+49% typical comp change · ~7.0y typical
reachable via Director of IT. 2% joint modeled share
executive stepno modeled onward moves above the evidence floor
Adjacent career
Staff Autonomy Engineer+7% typical comp change · ~4.0y typical
4% of modeled moves out of Staff ML Infrastructure Engineer go here
lateral84% of modeled exits move upward from there
Staff Streaming Engineer-3% typical comp change · ~4.0y typical
4% of modeled moves out of Staff ML Infrastructure Engineer go here
lateral84% of modeled exits move upward from there
Director of IT-32% typical comp change · ~4.0y typical
4% of modeled moves out of Staff ML Infrastructure Engineer go here
lateral64% 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.