DevOps Engineer vs Machine Learning Engineer / AI Specialist: Career Comparison
Choosing between DevOps Engineer and Machine Learning Engineer / AI Specialist? This side-by-side compares salary, outlook, education, skills, and what the work actually looks like day-to-day. Machine Learning Engineer / AI Specialist typically pays more at the median. Both are research-backed Qoollege career guides — read either in full below.
Side-by-side
Higher salary ceiling: Machine Learning Engineer / AI Specialist. Faster projected growth: Machine Learning Engineer / AI Specialist. Same education level: no.
| Attribute | DevOps Engineer | Machine Learning Engineer / AI Specialist |
|---|---|---|
| Salary range | $76k – $168k | $118k – $191k |
| Outlook & demand | Very high · +29.2% by 2034 | Very high · +40% by 2034 |
| Education level | Bachelor | Master |
| Top skills | Coding, Cloud Platforms, CI/CD Automation, Problem Solving, Teamwork | Coding, Math, Machine Learning, Cloud, Problem Solving |
| Where they work | tech companies, cloud services, software teams, IT operations, startups, enterprise technology departments | tech companies, IT services and consulting, healthcare, finance, manufacturing, retail |
| Day-to-day work | Daily work is usually a mix of coding, systems troubleshooting, and teamwork. A DevOps Engineer may spend part of the day improving automation and part of the day helping teams respond to reliability or deployment issues. | Daily work in this field is usually very hands-on and technical. The job often involves writing code, working with data pipelines, deploying models, and making systems faster, cheaper, and more reliable. Teamwork matters too, because ML Engineers often collaborate with data scientists, software engineers, and domain experts. |
| Education routes | 4-year computer science or software engineering degree; IT support or junior software path into DevOps; Self-taught projects plus certifications; Bootcamp or intensive training with portfolio work | 4-year degree in CS or related field; Master's degree for advanced roles; Bootcamp plus strong portfolio; Self-taught with projects and online courses |
| Projected growth | +29.2% | +40% |