Finance grads pile into equity research while risk and sales roles sit empty

Radhika Gupta at Edelweiss Mutual Fund put a number on something campus recruiters have watched for years: 85% of finance graduates are chasing the same handful of roles. Equity research, investment banking, the brand-name slots that show up in placement brochures. Meanwhile, risk management, sales, and operations teams struggle to fill seats.

This is not a talent shortage. It is an information failure. Students optimize for what they can see—the roles that get named in orientation, the alumni who come back to speak, the jobs that carry prestige in the first LinkedIn update. They do not optimize for demand, for wage trajectory, or for the likelihood that the role still exists in its current form in five years.

Gupta's advice is blunt: look at future skill demand, not current competition. The roles students avoid today—quantitative risk, client-facing distribution, regulatory compliance—are the ones hiring managers are willing to pay for tomorrow. The crowd is still running toward research analyst postings that now include "proficiency in Python and LLM-assisted analysis" as a requirement, not a bonus.

The dynamic she describes in India mirrors what we see in U.S. finance hubs. New York and Charlotte both report a glut of generalist applicants and a shortage of candidates who can model credit risk or explain a fund strategy to a skeptical allocator. The posting changes faster than the classroom, and the campus career center updates slower than both.

This is not about telling students to settle. It is about telling them to look at the whole board. The highest-return career move in 2025 is often the one fewer people can see.