Transferable intelligence
What skills survive across careers?
These counts are how often a human-advantage or responsibility family appears across 88 researched roles — a map for pivots and learning, not a promise.
Which skills are “AI-resistant”? JR does not publish a magic skill list. We show which human-advantage and responsibility patterns recur across researched occupations — then you map them to your week via a personal score.
Human advantage families
- Domain expertise — 40 researched roles
- Judgment — 39 researched roles
- Accountability — 32 researched roles
- Relationships — 28 researched roles
- Trust — 20 researched roles
- Physical presence — 18 researched roles
- Creativity — 16 researched roles
- Leadership — 15 researched roles
- Negotiation — 3 researched roles
Responsibility families
- Execution — 38 researched roles
- Communication — 37 researched roles
- Judgment — 35 researched roles
- Analysis — 28 researched roles
- Planning — 26 researched roles
- Customer interaction — 21 researched roles
- Creation — 19 researched roles
- Management — 14 researched roles
- Research — 12 researched roles
- Compliance — 11 researched roles
- negotiation — 1 researched role
What to do with this map
- Pick a pattern that matches work you already do well (e.g. judgment, trust, physical presence).
- Open related career families / cohorts and researched role pages.
- Close gaps with AI skills guidance and the free AI Academy.
- Prove skill with freelance projects or Excel at Work playbooks.
What can I move into? · Upskill · AI-resilient careers
Get your personal AI exposure score
Public maps explain the role family. Your score uses your real responsibilities, skills, and proof — then connects to learning, frameworks, and opportunities.