Embedded Systems Engineer vs MLOps Engineer: Which Pays More?
Side-by-side salary comparison by city, experience level, and career growth outlook. Data reflects current market rates.
Embedded Systems Engineer
Develop firmware and software for embedded hardware and IoT devices.
MLOps Engineer
Build and maintain infrastructure for deploying machine learning models at scale.
Embedded Systems Engineer earns more on average — the national median is $36,850/year (37%) higher than a MLOps Engineer. However, salaries vary significantly by city, employer, and experience level — see the city-by-city breakdown below.
Embedded Systems Engineer vs MLOps Engineer — Salary by City
National median figures in USD across top cities.
| City | Embedded Systems Engineer | MLOps Engineer | Difference |
|---|---|---|---|
| San Francisco, CA | $202,193 | $144,519 | Embedded +$57,674 |
| New York, NY | $161,501 | $119,390 | Embedded +$42,111 |
| Seattle, WA | $194,146 | $139,997 | Embedded +$54,149 |
| Austin, TX | $153,569 | $107,475 | Embedded +$46,094 |
| Chicago, IL | $147,632 | $108,552 | Embedded +$39,080 |
| Boston, MA | $180,677 | $133,124 | Embedded +$47,553 |
| London, UK | £107,963 | £79,867 | Embedded +$28,096 |
| Toronto, Canada | CA$182,205 | CA$130,108 | Embedded +$52,097 |
Frequently Asked Questions
Does a Embedded Systems Engineer or MLOps Engineer earn more?+
A Embedded Systems Engineer earns more on average. The national median salary for a Embedded Systems Engineer is $135,980/year, compared to $99,130/year for a MLOps Engineer — a difference of $36,850 (37%).
Which has better career growth — Embedded Systems Engineer or MLOps Engineer?+
Embedded Systems Engineer roles are growing at 12% YoY while MLOps Engineer demand is growing at 52% YoY. MLOps Engineer has stronger near-term demand growth.
Can you switch from Embedded Systems Engineer 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 — Embedded Systems Engineer or MLOps Engineer?+
MLOps Engineer has a lower AI automation risk (22% vs 30%). Based on Oxford Martin School and McKinsey 2023 analysis.