Analyzing data from over 22,516 users worldwide! Keep the submissions coming!
Global AI Job Risk Trends
Aggregated insights from user submissions worldwide.
Global Avg. AI Replaceability Score (2030)
34.9%
Global Avg. Self-Assessed Replaceability Score
35.0%
Total Submissions
22,516
Based on 22,516 anonymous submissions. Data is live and updates frequently.
Top Categories by Avg AI Replaceability Score
Explore by Job Category
Top Categories by Participation
- Accounting & Auditing 329
- Agriculture & Farming 335
- AI & Machine Learning 334
- Architecture & Interior Design 330
- Automotive Repair & Maintenance 344
- Aviation & Piloting 327
- Banking & Lending 318
- Business Operations & Logistics 362
- Civil & Environmental Engineering 335
- Cloud Computing & DevOps 300
- Construction & Building Trades 310
- Customer Relationship Management (CRM) 259
- Customer Service Representative 317
- Cybersecurity 332
- Data Entry 313
- Data Science & Analytics 311
- Database Administration 330
- Dentistry 317
- Digital Marketing & SEO 331
- Driving (Truck, Bus, Taxi, Delivery) 342
- Education Administration 360
- Electrician 312
- Executive Assistant 328
- Fashion Design 304
- Financial Analysis & Advising 341
- Food Service & Culinary Arts 297
- Graphic Design & Illustration 367
- Healthcare Administration 368
- Higher Education Teaching 329
- Hospitality & Hotel Management 339
- Human Resources 326
- Insurance 301
- IT Support & System Administration 327
- Journalism & Media Production 328
- K-12 Teaching 354
- Law Enforcement & Corrections 362
- Lawyer & Judiciary 301
- Library Science 342
- Logistics & Supply Chain Management 330
- Management & Consulting 338
- Market Research 301
- Marketing & Advertising Strategy 316
- Mechanical & Electrical Engineering (Non-IT) 304
- Medical Technician & Technologist 342
- Mental Health Counseling 308
- Network Engineering 339
- Nursing 311
- Office Administration & Clerical Support 334
- Paralegal & Legal Assistant 319
- Performing Arts (Music, Acting, Dance) 319
- Personal Care & Services (Hair, Fitness, etc.) 321
- Pharmacy 292
- Photography & Videography 321
- Physical & Occupational Therapy 343
- Physician & Surgeon 317
- Plumbing & HVAC 297
- Project Management 342
- Public Relations & Communications 332
- Retail Sales & Cashiering 337
- Sales Representative 303
- Scientific Research (Biology, Chemistry, Physics, etc.) 295
- Social Work 337
- Software Development & Engineering 329
- Special Education 358
- Travel & Tourism 342
- Tutoring & Instruction 293
- Web Development & Design 371
- Welding & Machining 334
- Writing & Editing 329
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