StudentMajorPivotAnalyzer
Analyzes career outcome data and skill demand trends to help undecided or struggling students validate major choices before sinking years into the wrong path.
The Problem
Students often commit to majors without understanding real employment outcomes, salary trajectories, or skill relevance in their region. By the time they realize their choice was poor (sophomore/junior year), they've already invested significant time and money. Existing college resources are generic and don't connect major selection to actual job market data.
Target Audience
Undecided high school seniors, community college students exploring transfer options, and sophomore/junior undergrads considering major switches at 4-year institutions.
Why Now?
Job market volatility (AI disruption, skill obsolescence) makes major selection riskier than ever, and students increasingly distrust generic college guidance.
What's Missing
No tool connects a specific major choice to real employment outcomes, skill demand, and regional salary data in one interactive place. College advising is human-bottlenecked.
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