AI is moving upstream into early hiring processes in finance, and students are already preparing for automated screening rather than in-person recruitment. The reporting highlights Warwick University student Andre Bonnick using job-keyword rehearsal aimed at AI-driven systems that handle first-stage evaluation. Executives at major banks have also publicly predicted job reductions as AI is implemented, while employment experts warned that retraining promises are often unclear in practice. The coverage connects the skills pipeline to labor-market uncertainty, particularly for entry-level finance roles. For higher education, this elevates student-success work into workforce readiness: career centers may need to redesign coaching for AI-based assessments, while academic programs increasingly must validate skills that map to tool-enabled roles.