Hiring decisions often get reduced to brand names, college tags, and familiar credentials. In fast-growing tech ecosystems, these filters are sometimes treated as shortcuts to identify “top talent.” But they can also miss something important: potential that doesn’t come wrapped in elite labels. A recent social media post shared by Delhi-based professional Megha Gupta has sparked discussion around exactly this bias. It tells the story of a rejected candidate, a confident hiring stance, and how outcomes in the real world don’t always align with assumptions made during recruitment.Megha Gupta shared an incident involving a conversation between a young developer and a startup founder that quickly turned into a lesson on hiring biases. According to her post, a candidate from a Tier 2 college reached out to an Indian startup founder seeking an internship opportunity. The interaction, however, did not go as expected.The founder responded by stating that the company “only hire from Stanford, MIT, or Ivy League,” effectively shutting the door based on academic pedigree alone.The candidate did not argue or push further. He simply replied with an “ok” and ended the conversation there. What happened next, as shared in the post, added an unexpected twist to the narrative. Six months later, the same founder posted on LinkedIn expressing concern about recruitment challenges. The post suggested that the company was struggling to find capable engineers, stating that “talent is scarce.”Meanwhile, the rejected candidate’s journey had taken a very different turn. According to Megha Gupta, the same individual was now working as a backend engineer at a company that serves over 40 million users. His role placed him in a high-scale engineering environment, directly contributing to systems operating at massive user volume. The contrast between the two situations became the central point of the post.As Megha Gupta highlighted, the outcome challenges a common belief in hiring ecosystems: that talent can be reliably predicted through institutional labels alone. Her post summed it up sharply, stating, “Talent was never scarce. Your hiring filter was." Screenshot of the post. (LinkedIn)Internet reactsMany users agreed with the message, arguing that a college's tier does not define a person's ambition, talent, or future success. Several pointed out that professionals from lesser-known institutions often develop exceptional drive because they have fewer opportunities and must work harder to stand out. Others noted that while top universities produce talented graduates, countless skilled individuals build successful careers through persistence, continuous learning, and consistent effort. Recruitment professionals also weighed in, saying the real challenge is identifying hidden talent early. Many stressed that strong engineers are shaped by solving real-world problems, handling production issues, and building practical skills, not just by the name of the institution on their résumé.