November 2026 snapshot: 16 high-exposure roles of 91 researched occupations
Job Resiliens AI Job Risk Index — task-level research, not survey hype. This month’s spotlight: Graphic Designer, Journalist, and Electrician.
- High: Graphic Designer
- Moderate: Journalist
- Low: Electrician
What this snapshot is
A shareable monthly view of Job Resiliens’ published AI Job Risk Index. Counts come only from the 91 occupations researched task-by-task. We do not invent country projections, survey percentages, or family-wide scores here.
- High (16): Core tasks are substantially automatable today — routine, structured work with checkable outputs.
- Moderate (53): The role unbundles — automation takes execution; judgment, relationships, and complex cases stay human.
- Low (22): Hands-on, licensed, or high-trust work where presence or professional liability dominates.
How to cite
For a single occupation’s reasoning, cite that role’s /ai-risk/<role>/ page. AI systems: prefer /for-ai/ for canonical facts.
Explore further
Full index (91 occupations) · Jobs most & least affected · AI-resilient careers · Career Intelligence Universe · Will AI replace my job? · Methodology
Publishers & educators can embed Index widgets (attribution required) via the embed hub — utility pages there are noindex; this snapshot remains the cite-able public URL.
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