Will AI Take Your Major?

AI Disruption Risk Score

out of 100

Estimated Disruption Timeline

years until significant impact

✓ Jobs That Survive

✗ Jobs At Risk

Skills To Add Now

AI-Proof Specializations

Deep AI Analysis

This section will be powered by Claude AI. When the API is connected, this will contain a detailed, nuanced 3-4 paragraph analysis specific to the major — covering which sub-fields are most at risk, what the transition looks like, real career advice, and what graduates should do right now.

It will reference current research from McKinsey, Oxford, Goldman Sachs, and the World Economic Forum — then add our own synthesis on top. Every response will be unique and tailored to the exact major entered.

→ Add your Claude API key to unlock this section. Cost: ~$0.003 per analysis.

Sources & Methodology

OXFORD

Frey & Osborne (2013, updated 2023) — "The Future of Employment" — foundational study estimating 47% of US jobs are at high risk of computerization. Uses task-based analysis across 702 occupations.

GOLDMAN

Goldman Sachs (2023) — "The Potentially Large Effects of AI on Economic Growth" — estimates 300M full-time jobs globally exposed to automation. Two-thirds of jobs partially automatable.

MCKINSEY

McKinsey Global Institute (2023) — "The Economic Potential of Generative AI" — generative AI could automate 60-70% of employee time across industries by 2030.

WEF

World Economic Forum — Future of Jobs Report 2025 — 85M jobs displaced by 2025, 97M new roles created. Net positive but requires massive reskilling.

US BLS

Bureau of Labor Statistics — Occupational Outlook Handbook — provides 10-year employment projections for all major occupations tied to specific college majors.

OUR TAKE