Data interviews are shifting from tool-based testing to problem-solving and thinking ability.

With AI tools handling coding and syntax, companies are focusing more on how candidates frame problems, interpret data, and connect insights to business decisions. Real-world case studies, system thinking, and communication are becoming more important than just SQL or coding speed.