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Articles on AI engineering, production ML, and building real systems.

What Is an AI Engineer? 2026 Role, Skills and Responsibilities Based on 1,000+ Job Descriptions

Learn what an AI engineer is in 2026: responsibilities, skills, tools, and real-world use cases based on analysis of 1,000+ AI engineer job descriptions.

Alexey Grigorev, Valeriia Kuka March 04, 2026 19 min read

ai-engineering ml-engineering careers +1

What Is an AI Engineer? Experience-Based Definition After 15+ Years in Software and ML

A practical definition of the AI engineer role: what they do, how they differ from ML engineers and data scientists, and what it takes to ship AI-powered features from prototype to production.

Alexey Grigorev, Valeriia Kuka February 23, 2026 15 min read

ai-engineering ml-engineering careers +1