SOC Analyst vs MLOps Engineer: Which Pays More?
Side-by-side salary comparison by city, experience level, and career growth outlook. Data reflects current market rates.
SOC Analyst
Monitor and respond to cybersecurity incidents in a security operations center.
MLOps Engineer
Build and maintain infrastructure for deploying machine learning models at scale.
MLOps Engineer earns more on average — the national median is $21,130/year (27%) higher than a SOC Analyst. However, salaries vary significantly by city, employer, and experience level — see the city-by-city breakdown below.
SOC Analyst vs MLOps Engineer — Salary by City
National median figures in USD across top cities.
| City | SOC Analyst | MLOps Engineer | Difference |
|---|---|---|---|
| San Francisco, CA | $162,310 | $129,680 | SOC +$32,630 |
| New York, NY | $140,470 | $119,390 | SOC +$21,080 |
| Seattle, WA | $161,780 | $104,440 | SOC +$57,340 |
| Austin, TX | $134,100 | $104,520 | SOC +$29,580 |
| Chicago, IL | $125,310 | $103,170 | SOC +$22,140 |
| Boston, MA | $136,550 | $116,770 | SOC +$19,780 |
| London, UK | £62,471 | £79,867 | SOC $17,396 |
| Toronto, Canada | CA$101,081 | CA$130,108 | SOC $29,027 |
Frequently Asked Questions
Does a SOC Analyst or MLOps Engineer earn more?+
A MLOps Engineer earns more on average. The national median salary for a SOC Analyst is $78,000/year, compared to $99,130/year for a MLOps Engineer — a difference of $21,130 (27%).
Which has better career growth — SOC Analyst or MLOps Engineer?+
SOC Analyst roles are growing at 28% YoY while MLOps Engineer demand is growing at 52% YoY. MLOps Engineer has stronger near-term demand growth.
Can you switch from SOC Analyst to MLOps Engineer?+
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 — SOC Analyst or MLOps Engineer?+
MLOps Engineer has a lower AI automation risk (22% vs 55%). Based on Oxford Martin School and McKinsey 2023 analysis.