Job Choice, Not College Name, Drives Filipino Grad Salaries

Filipino graduates often wonder if their school's name will boost their starting salary. A new study from researchers in the Philippines says no — or at least, not much. By applying machine learning (a type of AI that finds patterns in data) to a crowd-sourced survey of graduate salaries, they found that the job role and industry you enter matter far more than institutional prestige.

The researchers used three different approaches to confirm this. One was SHAP, a tool that explains how AI makes decisions, which showed job role and industry as top factors. Another was looking at what the AI model relied on most: the text describing the job, not the school. A third used a language-based test that reached the same conclusion. Triple-checking makes the result strong.

What this means for students and parents: don't obsess over college rankings. A graduate from a lesser-known school working in tech or finance could out-earn a prestigious-university graduate in a low-paying field. The study suggests that skills and sector choices — like coding, healthcare, or engineering — are what really move the needle on salary.

For policymakers and career advisors, the takeaway is to prioritize sector-specific training over institutional branding. If you're a student, this is a signal to research which industries pay well and build skills that match. Your first job title might be more important than your alma mater.