AI upskilling is critical for software engineers as AI-driven tools now shape development, testing, and deployment. Skills in machine learning, prompt engineering, and AI-assisted coding improve productivity and job security. Engineers who understand AI systems can design smarter software and stay relevant as automation reshapes traditional coding roles.