Machine Learning Engineer vs Developer Advocate: Which Pays More?
Side-by-side salary comparison by city, experience level, and career growth outlook. Data reflects current market rates.
Machine Learning Engineer
Design and deploy machine learning models to production systems.
Developer Advocate
Bridge the gap between technical products and developer communities.
Machine Learning Engineer earns more on average — the national median is $3,650/year (3%) higher than a Developer Advocate. However, salaries vary significantly by city, employer, and experience level — see the city-by-city breakdown below.
Machine Learning Engineer vs Developer Advocate — Salary by City
National median figures in USD across top cities.
| City | Machine Learning Engineer | Developer Advocate | Difference |
|---|---|---|---|
| San Francisco, CA | $173,682 | $166,104 | Machine +$7,578 |
| New York, NY | $135,980 | $141,893 | Machine $5,913 |
| Seattle, WA | $174,792 | $166,434 | Machine +$8,358 |
| Austin, TX | $134,974 | $126,610 | Machine +$8,364 |
| Chicago, IL | $129,773 | $124,265 | Machine +$5,508 |
| Boston, MA | $157,928 | $150,004 | Machine +$7,924 |
| London, UK | £78,216 | £89,845 | Machine $11,629 |
| Toronto, Canada | CA$134,265 | CA$151,255 | Machine $16,990 |
Frequently Asked Questions
Does a Machine Learning Engineer or Developer Advocate earn more?+
A Machine Learning Engineer earns more on average. The national median salary for a Machine Learning Engineer is $120,230/year, compared to $116,580/year for a Developer Advocate — a difference of $3,650 (3%).
Which has better career growth — Machine Learning Engineer or Developer Advocate?+
Machine Learning Engineer roles are growing at 45% YoY while Developer Advocate demand is growing at 18% YoY. Machine Learning Engineer has stronger near-term demand growth.
Can you switch from Machine Learning Engineer to Developer Advocate?+
Yes. Many professionals transition between these roles, especially since both are in the same category. Shared skills include: analytical thinking, communication, and industry knowledge.
Which is harder to automate — Machine Learning Engineer or Developer Advocate?+
Machine Learning Engineer has a lower AI automation risk (22% vs 25%). Based on Oxford Martin School and McKinsey 2023 analysis.