When Occupation-derived Skills Don't Help: On the Limits of Skill-Augmented Career Path Prediction

Skills are widely assumed to play a central role in career transitions, motivating their use in career path prediction (CPP) systems. In this work, we critically examine whether explicit skill representations provide complementary signal beyond text-based job representations. We evaluate multiple st