22 Why top engineering grads struggle when AI automates basic c

India's traditional path to career success relies on a three-part playbook of cracking entrance exams, frequently switching jobs, and taking on debts. However, rapid advancements in artificial intelligence are disrupting entry-level tech roles and changing corporate hiring standards overnight. Former LinkedIn and Amazon engineer Vishwa Mohan outlines how reliance on rote entrance exams like the JEE and outdated college curricula fails to prepare engineers for modern industry demands. To remain employed as AI evolves, developers must move beyond surface-level coding and adopt specialized skills, hands-on building, and continuous learning. Basic coding tasks, routine record-keeping, and simple API writing are being rapidly automated by AI tools. Tech recruiters at major global firms filter out up to 97 percent of applicants immediately due to generic, irrelevant resumes. Top performance in global coding competitions like ICPC shows a gap between passing entrance exams and achieving practical technical excellence. A developer who cannot execute software tasks ten times faster using modern automation risks becoming obsolete in today's job market. Long-term career stability requires replacing constant job switching with a mindset focused on building products and mastering deep specialization. To evaluate your career readiness, conduct a self-audit of your daily workflow. If constructing a software application takes you ten days instead of one day with modern tools, or if you lack a deployed end-to-end portfolio project leveraging specialized AI tools beyond basic general chatbots, you must immediately upskill to match current industry standards. Are your current daily technical skills focused on deep product creation or routine tasks that AI can easily automate?