Machine Learning Engineer
Builds and productionizes ML systems from data to inference.
$172,000 medianDemand 96/100high-growthRemote-friendlyTechnology
Core skills
What matters in this role
Machine LearningPythonAWSSystem Design
Move from here
Where Machine Learning Engineers go next
easy72% overlap
Machine Learning Engineer → AI Engineer
Natural progression from machine-learning-engineer to ai-engineer — same track, higher scope and compensation.
6 mo+13% salary
moderate53% overlap
Machine Learning Engineer → Applied Scientist
Fast-track jump from machine-learning-engineer to applied-scientist — ambitious but very achievable with focused skill-building.
15 mo+19% salary
Get here
Paths that lead to Machine Learning Engineer
moderate60% overlap
Software Engineer → Machine Learning Engineer
Ride the AI wave with existing software fundamentals.
12 mo+34% salary
easy76% overlap
MLOps Engineer → Machine Learning Engineer
Natural progression from mlops-engineer to machine-learning-engineer — same track, higher scope and compensation.
10 mo+2% salary
moderate68% overlap
Data Scientist → Machine Learning Engineer
Production ML is where the highest-paid data roles live.
9 mo+21% salary
moderate62% overlap
Quantitative Analyst → Machine Learning Engineer
Quant skills translate directly into ML engineering.
9 mo-27% salary
Employers
Top employers hiring Machine Learning Engineers
OpenAIAnthropicGoogleMetaNvidia
Countries
USAUKCanadaIsrael
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