Placement teams have a unique vantage point — they see which students get hired and which don't, across hundreds of interviews a year. A few patterns come up constantly.
Students overestimate what recruiters expect from freshers
Many students hold back from applying because they don't feel "AI-ready" enough — when the actual bar for entry-level roles is far more about fundamentals and trainability than deep expertise.
Generic resumes cost more offers than weak skills do
Placement officers repeatedly see strong students lose opportunities to a resume that doesn't clearly communicate their specific, relevant experience — not because the experience wasn't there.
Students undersell coursework projects
A solid class project, described well, is often more compelling to a recruiter than students assume — the mistake is treating it as "just an assignment" instead of real, relevant work.
Early preparation beats last-minute cramming, every time
Students who start building AI literacy and project experience a year before placements consistently outperform those who try to compress it into the final semester.