IT & Software

Machine Learning Engineer

Builds and deploys machine learning systems into production at scale.

AI displacement risk 33% Low

Average salary $135,000

Salary trend ↗ Rising

Why this risk score

AI accelerates model prototyping and pipeline code, but productionizing models, managing infrastructure, and ensuring reliability at scale demand deep engineering judgment. This role sits at the center of the AI boom itself.

Core tasks

Model development
Data pipelines
Training infrastructure
Deployment
Monitoring
Optimization

Outlook

As every company adopts AI, demand for engineers who deploy and operate models reliably keeps rising sharply.

Skills to build now

Specialist Skills Advanced

System Design

When AI writes the code, the upstream power to decide what to build. Hard to replace and rising in demand.

Market value High ~200h to learn

AI Skills Beginner

AI Fluency

The foundational skill everyone needs, regardless of role. Whether you can build AI into daily work decides your productivity.

Market value High ~40h to learn

Specialist Skills Intermediate

Data Analysis

Validating AI-generated results and turning them into decisions. A classic skill that gains value in the AI era.

Market value High ~120h to learn

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Frequently asked questions

Will AI replace Machine Learning Engineers?

Unlikely — the role is relatively resilient to automation. AI accelerates model prototyping and pipeline code, but productionizing models, managing infrastructure, and ensuring reliability at scale demand deep engineering judgment. This role sits at the center of the AI boom itself.