AI reshapes entry‑level employment and skill training

AI tools such as ChatGPT, GitHub Copilot, and Gemini can now perform many repetitive tasks that have traditionally served as on‑the‑job training for junior workers. While businesses see productivity gains, analysts warn that the loss of these entry‑level responsibilities could limit the practical experience essential for skill development, especially in nations with large young workforces like Pakistan.

Historical analysis of automation shows that few occupations have been completely eliminated; instead, job content evolves. The current debate focuses on how AI will change the nature of entry‑level roles and what new pathways are needed for workers to acquire experience and intuition in a rapidly automated workplace.