Introduction: A Confusion That's Costing the Industry


Every week, someone posts a job description asking for an "ML Engineer" when they actually need an "AI Engineer." Hiring managers conflate the two. Candidates apply for the wrong roles. Teams get built incorrectly, expectations get misaligned, and projects stall not because the technology...