ai job roles

Artificial Intelligence Career Checklists distills the AI journey into clear, step-by-step lists. It maps core math, coding, and ML/DL skills; recommended tools and MLOps; portfolio and research habits; ethics and responsible AI; and job-search tactics. Tailored tracks guide students, switchers, and leaders across roles from data science to ML engineering.