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AI job risk index

Browse static, indexable job guides. Each page includes replacement risk, augmentation score, wage pressure, specific AI threats, and practical career advice.

Administration

Office support, records, scheduling, and repetitive coordination work.

Industry guide

Finance

Accounting, banking, insurance, investment, and financial operations.

Industry guide

Technology

Software, data, IT, cybersecurity, and digital product roles.

Industry guide

Healthcare

Clinical, allied health, care, diagnostics, and medical administration.

Industry guide

Education

Teaching, training, academic support, and instructional design.

Industry guide

Legal

Legal services, compliance, contracts, courts, and governance.

Industry guide

Marketing and Media

Content, advertising, design, communications, and creative production.

Industry guide

Retail and Sales

Sales, service, merchandising, account management, and customer success.

Industry guide

Construction and Trades

Hands-on construction, installation, maintenance, and skilled trades.

Industry guide

Manufacturing and Logistics

Production, warehousing, transport, procurement, and supply chain work.

Industry guide

Hospitality

Food service, hotels, tourism, events, and guest operations.

Industry guide

Public Safety

Emergency response, enforcement, inspection, and protective services.

Industry guide

Human Services

Social work, community services, therapy, and support roles.

Industry guide

Science and Engineering

Engineering, research, analysis, design, and technical field work.

Industry guide