All jobs
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.
Administration · Very high replacement risk
Administration · Very high replacement risk
Administration · Very high replacement risk
Administration · Very high replacement risk
Administration · Moderate replacement risk
Administration · Very high replacement risk
Administration · Moderate replacement risk
Administration · Moderate replacement risk
Administration · Very high replacement risk
Administration · Very high replacement risk
Administration · Very high replacement risk
Administration · Very high replacement risk
Administration · Moderate replacement risk
Administration · Moderate replacement risk
Administration · Moderate replacement risk
Finance
Accounting, banking, insurance, investment, and financial operations.
Finance · Moderate replacement risk
Finance · Very high replacement risk
Finance · Very high replacement risk
Finance · Moderate replacement risk
Finance · Moderate replacement risk
Finance · High replacement risk
Finance · Moderate replacement risk
Finance · Moderate replacement risk
Finance · Moderate replacement risk
Finance · Very high replacement risk
Finance · Moderate replacement risk
Finance · Low replacement risk
Finance · Moderate replacement risk
Finance · Moderate replacement risk
Finance · Moderate replacement risk
Finance · Moderate replacement risk
Technology
Software, data, IT, cybersecurity, and digital product roles.
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · High replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · High replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Healthcare
Clinical, allied health, care, diagnostics, and medical administration.
Healthcare · Very low replacement risk
Healthcare · Very low replacement risk
Healthcare · Very low replacement risk
Healthcare · Very low replacement risk
Healthcare · Very low replacement risk
Healthcare · Very low replacement risk
Healthcare · Very high replacement risk
Healthcare · Very high replacement risk
Healthcare · Very low replacement risk
Healthcare · Very low replacement risk
Healthcare · Very low replacement risk
Healthcare · Very low replacement risk
Healthcare · Very low replacement risk
Healthcare · Very low replacement risk
Healthcare · Very low replacement risk
Healthcare · Moderate replacement risk
Education
Teaching, training, academic support, and instructional design.
Education · Very low replacement risk
Education · Very low replacement risk
Education · Low replacement risk
Education · Low replacement risk
Education · High replacement risk
Education · Moderate replacement risk
Education · Very low replacement risk
Education · Low replacement risk
Education · Moderate replacement risk
Education · Very high replacement risk
Education · Moderate replacement risk
Education · Very high replacement risk
Education · Moderate replacement risk
Education · Low replacement risk
Education · Very low replacement risk
Legal
Legal services, compliance, contracts, courts, and governance.
Legal · Low replacement risk
Legal · Very high replacement risk
Legal · Very high replacement risk
Legal · Low replacement risk
Legal · Low replacement risk
Legal · Very high replacement risk
Legal · Moderate replacement risk
Legal · Moderate replacement risk
Legal · Low replacement risk
Legal · Low replacement risk
Legal · Low replacement risk
Legal · Low replacement risk
Legal · Low replacement risk
Legal · Low replacement risk
Marketing and Media
Content, advertising, design, communications, and creative production.
Marketing and Media · High replacement risk
Marketing and Media · High replacement risk
Marketing and Media · Moderate replacement risk
Marketing and Media · Moderate replacement risk
Marketing and Media · High replacement risk
Marketing and Media · High replacement risk
Marketing and Media · High replacement risk
Marketing and Media · High replacement risk
Marketing and Media · Moderate replacement risk
Marketing and Media · Moderate replacement risk
Marketing and Media · High replacement risk
Marketing and Media · High replacement risk
Marketing and Media · High replacement risk
Marketing and Media · High replacement risk
Retail and Sales
Sales, service, merchandising, account management, and customer success.
Retail and Sales · Moderate replacement risk
Retail and Sales · Moderate replacement risk
Retail and Sales · High replacement risk
Retail and Sales · Moderate replacement risk
Retail and Sales · Moderate replacement risk
Retail and Sales · Moderate replacement risk
Retail and Sales · Moderate replacement risk
Retail and Sales · Moderate replacement risk
Retail and Sales · Moderate replacement risk
Retail and Sales · Moderate replacement risk
Retail and Sales · Moderate replacement risk
Retail and Sales · Moderate replacement risk
Retail and Sales · Moderate replacement risk
Retail and Sales · Moderate replacement risk
Retail and Sales · High replacement risk
Construction and Trades
Hands-on construction, installation, maintenance, and skilled trades.
Construction and Trades · Very low replacement risk
Construction and Trades · Very low replacement risk
Construction and Trades · Very low replacement risk
Construction and Trades · Very low replacement risk
Construction and Trades · Very low replacement risk
Construction and Trades · Very low replacement risk
Construction and Trades · Very low replacement risk
Construction and Trades · Moderate replacement risk
Construction and Trades · Low replacement risk
Construction and Trades · Moderate replacement risk
Construction and Trades · High replacement risk
Construction and Trades · Very low replacement risk
Construction and Trades · Very low replacement risk
Construction and Trades · Very low replacement risk
Construction and Trades · Very low replacement risk
Construction and Trades · Moderate replacement risk
Manufacturing and Logistics
Production, warehousing, transport, procurement, and supply chain work.
Manufacturing and Logistics · Moderate replacement risk
Manufacturing and Logistics · Moderate replacement risk
Manufacturing and Logistics · Moderate replacement risk
Manufacturing and Logistics · Moderate replacement risk
Manufacturing and Logistics · Moderate replacement risk
Manufacturing and Logistics · Moderate replacement risk
Manufacturing and Logistics · Moderate replacement risk
Manufacturing and Logistics · Moderate replacement risk
Manufacturing and Logistics · Moderate replacement risk
Manufacturing and Logistics · Very high replacement risk
Manufacturing and Logistics · Moderate replacement risk
Manufacturing and Logistics · Moderate replacement risk
Manufacturing and Logistics · Very high replacement risk
Manufacturing and Logistics · Very high replacement risk
Manufacturing and Logistics · Moderate replacement risk
Hospitality
Food service, hotels, tourism, events, and guest operations.
Hospitality · Very low replacement risk
Hospitality · Very low replacement risk
Hospitality · Moderate replacement risk
Hospitality · Moderate replacement risk
Hospitality · Moderate replacement risk
Hospitality · Moderate replacement risk
Hospitality · Very high replacement risk
Hospitality · Very low replacement risk
Hospitality · Moderate replacement risk
Hospitality · Moderate replacement risk
Hospitality · Very low replacement risk
Hospitality · Very low replacement risk
Hospitality · Moderate replacement risk
Hospitality · Moderate replacement risk
Hospitality · Moderate replacement risk
Public Safety
Emergency response, enforcement, inspection, and protective services.
Public Safety · Moderate replacement risk
Public Safety · Very low replacement risk
Public Safety · Moderate replacement risk
Public Safety · Moderate replacement risk
Public Safety · Moderate replacement risk
Public Safety · Moderate replacement risk
Public Safety · Low replacement risk
Public Safety · Low replacement risk
Public Safety · Low replacement risk
Public Safety · Moderate replacement risk
Public Safety · Low replacement risk
Public Safety · Moderate replacement risk
Public Safety · Moderate replacement risk
Public Safety · Moderate replacement risk
Public Safety · Moderate replacement risk
Human Services
Social work, community services, therapy, and support roles.
Human Services · Very low replacement risk
Human Services · Very low replacement risk
Human Services · Very low replacement risk
Human Services · Low replacement risk
Human Services · Very low replacement risk
Human Services · Very low replacement risk
Human Services · Moderate replacement risk
Human Services · Very low replacement risk
Human Services · Very low replacement risk
Human Services · Very low replacement risk
Human Services · Moderate replacement risk
Human Services · Very low replacement risk
Human Services · Very low replacement risk
Human Services · Very low replacement risk
Human Services · Moderate replacement risk
Human Services · Very low replacement risk
Science and Engineering
Engineering, research, analysis, design, and technical field work.
Science and Engineering · Low replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Very low replacement risk
Science and Engineering · High replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Very low replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · High replacement risk