An analysis of 10,000 job postings drove Andrew Ng to relaunch DeepLearning.ai with a focus on AI engineering. He identified four core skills essential for the role through expert interviews and surveys. This shift validates AI engineering as a distinct professional discipline. Practitioners should now prioritize these specific operational skills over general model theory.