MLOps Engineer and DevOps Engineer are two of the most compared tech career paths. MLOps Engineers earn $100K to $250K+, while DevOps Engineers earn $85K to $195K+. Both have strong demand, but they require different skills and suit different personalities.
Salary comparison
- MLOps Engineer — Entry: $100K, Mid: $155K, Senior: $250K+
- DevOps Engineer — Entry: $85K, Mid: $140K, Senior: $195K+
- Time to hire: MLOps Engineer (16-23 months (career change) | 6-12 months (from ML or DevOps background)) vs DevOps Engineer (9-14 months (dedicated study) | 6-9 months (from sysadmin/developer background))
- Demand: MLOps Engineer (Extremely High — 9.8x growth over 5 years, critical skills gap) vs DevOps Engineer (Very High — 35% YoY job posting growth, every company needs DevOps)
What MLOps Engineers do
MLOps Engineers bridge the gap between data science and production engineering. They build the infrastructure that deploys, monitors, and scales machine learning models. Without MLOps, AI stays in Jupyter notebooks. With MLOps, it becomes a product. This is one of the fastest-growing and most supply-constrained roles in tech.
What DevOps Engineers do
DevOps Engineers build and maintain the systems that get code from a developer's laptop to production servers — reliably, repeatedly, and fast. They own CI/CD pipelines, cloud infrastructure, container orchestration, and monitoring. Traditionally not an entry-level role, but in 2026, AI tools like GitHub Copilot and Claude have lowered the barrier significantly. You still need strong fundamentals, but you can move faster than ever.
Which should you choose?
- Choose MLOps Engineer if: you prefer Take AI models from research notebooks to production at scale
- Choose DevOps Engineer if: you prefer Bridge the gap between code and production — automate everything
- Fastest to break in: MLOps Engineer (16-23 months (career change) | 6-12 months (from ML or DevOps background)) vs DevOps Engineer (9-14 months (dedicated study) | 6-9 months (from sysadmin/developer background))
- Highest salary ceiling: $250K+ (MLOps Engineer) vs $195K+ (DevOps Engineer)
Can you switch between the two?
Yes. MLOps Engineer and DevOps Engineer share overlapping skills, and many professionals move between the two roles. The transition typically takes 3-6 months of focused upskilling. Not sure which fits? Take our career quiz.