
The contemporary data science landscape has undergone a profound metamorphosis, evolving from a field centered on manual syntax and local environment management toward one defined by the orchestration of sophisticated artificial intelligence agents. As of 2026, the transition from manual coding to automated workflows has reached a critical tipping point where the primary value of a practitioner lies in high-level










