Not every Machine Learning Engineer who looks good on paper can actually ship a model into production. This guide breaks down exactly what to check before you hire — technical skills, real production experience, the right seniority level for your project, and cost benchmarks — so you avoid an expensive mismatch and hire the right fit the first time.