Is your career at risk from AI?

Pick your role to see how AI affects it — and exactly how to stay ahead.

Agriculture & Agritech

Agricultural Data Analystrisk 70 Greenhouse Managerrisk 62

Agriculture & Allied

Banking & Insurance

Account Manager - Insurancerisk 58 Account Reconciliation Specialistrisk 90 Actuarial Analystrisk 62 Asset Managerrisk 68 Bank Reconciliation Clerkrisk 90 Bank Tellerrisk 60 Branch Operations Managerrisk 60 Business Analyst - Bankingrisk 52 Business Development Manager - Insurancerisk 58 Claims Adjusterrisk 72 Claims Processorrisk 70 Client Service Manager - Bankingrisk 55 Collections Specialistrisk 82 Compliance Officer - Bankingrisk 68 Credit Risk Managerrisk 65 Customer Service Representative - Insurancerisk 82 Financial Advisorrisk 45 Financial Planning Managerrisk 65 Foreign Exchange Traderrisk 78 Insurance Brokerrisk 68 Insurance Underwriterrisk 67 Investment Banking Analystrisk 72 IT Project Manager - Bankingrisk 62 KYC Analystrisk 60 Loan Officerrisk 78 Loan Processing Managerrisk 78 Loan Processorrisk 67 Marketing Manager - Insurancerisk 63 Market Risk Analystrisk 62 Mortgage Underwriterrisk 78 Operations Manager - Bankingrisk 72 Regulatory Compliance Managerrisk 32 Relationship Managerrisk 40 Relationship Manager - Corporate Bankingrisk 55 Retail Banking Managerrisk 62 Security Analyst - Bankingrisk 72 Telemarketing Representative - Insurancerisk 82 Trade Finance Managerrisk 75 Transaction Banking Managerrisk 68 Underwriting Assistantrisk 75 Wealth Management Advisorrisk 62

BPO & Customer Support

Billing and Collections Agentrisk 88 Chat Support Agentrisk 60 Chat Support Team Leadrisk 72 Collections Agentrisk 60 Content Moderatorrisk 85 Customer Feedback Analystrisk 72 Customer Insights Analystrisk 65 Customer Retention Specialistrisk 75 Customer Service Quality Analystrisk 78 Customer Service Representativerisk 88 Customer Service Representative - Chatrisk 92 Customer Service Representative - Emailrisk 60 Customer Service Representative - Phonerisk 88 Customer Service Team Leadrisk 75 Customer Success Associaterisk 60 Customer Support Analystrisk 87 Customer Support Coordinatorrisk 78 Customer Support Engineerrisk 78 Customer Support Executiverisk 60 Customer Support Supervisorrisk 65 Customer Support Trainerrisk 55 Data Annotation Specialistrisk 92 Email Support Agentrisk 62 Email Support Specialistrisk 82 Escalation Specialistrisk 65 Inbound Sales Representativerisk 67 Incident Management Specialistrisk 65 Issue Resolution Specialistrisk 75 Knowledge Management Specialistrisk 60 Non-Voice Process Agentrisk 88 Order Processing Representativerisk 85 Outbound Telemarketing Agentrisk 85 Problem Management Specialistrisk 72 Process Improvement Specialistrisk 68 Quality Assurance Analystrisk 78 Returns Specialistrisk 88 Social Media Customer Supportrisk 88 Technical Support Reprisk 60 Technical Support Specialistrisk 78 Technical Support Team Leadrisk 58 Telecaller / BPO Executiverisk 60 Training and Development Specialistrisk 65 Virtual Customer Support Agentrisk 88 Voice Process Agentrisk 88

Business

Small Business Ownerrisk 30

Business Owners

Restaurant Ownerrisk 38 Retail Shop Ownerrisk 55 Service Business Ownerrisk 40

Creative & Design

Freelance Photographerrisk 55 Graphic Designerrisk 62 Video Editorrisk 58

Design & Creative

3D Artistrisk 40 3D Modelerrisk 60 Accessibility Designerrisk 40 Animatorrisk 60 Art Directorrisk 35 Augmented Reality Designerrisk 40 Brand Designerrisk 40 Character Designerrisk 40 Concept Artistrisk 30 Content Strategistrisk 42 Creative Directorrisk 30 Creative Technologistrisk 42 Design Managerrisk 40 Design Researcherrisk 35 Design Strategistrisk 35 Design Systems Specialistrisk 60 Digital Art Directorrisk 65 Digital Content Creatorrisk 40 Digital Designerrisk 42 Digital Illustratorrisk 35 Digital Marketing Designerrisk 78 Digital Product Designerrisk 35 Email Designerrisk 75 Environment Artistrisk 58 Experience Designerrisk 40 Game Designerrisk 32 Human-Computer Interaction Designerrisk 40 Illustratorrisk 40 Immersive Experience Designerrisk 40 Information Architectrisk 60 Interaction Designerrisk 40 Lighting Artistrisk 30 Mobile App Designerrisk 32 Motion Graphic Designerrisk 65 Motion Graphics Artistrisk 35 Multimedia Designerrisk 62 Print Designerrisk 42 Service Designerrisk 35 Social Media Designerrisk 60 Special Effects Designerrisk 40 Texture Artistrisk 75 User Experience Researcherrisk 38 Virtual Reality Designerrisk 64 Visual Designerrisk 40 Visual Effects Artistrisk 60 Web Designerrisk 68

Driving & Transport

Delivery Executiverisk 60 Driverrisk 55 Forklift Operatorrisk 78

Education

Academic Advisorrisk 62 Academic Support Specialistrisk 78 Admissions Counsellorrisk 35 Admissions Counselorrisk 78 Adult Education Teacherrisk 55 Assessment Specialistrisk 62 Basic Skills Teacherrisk 55 Career Counselorrisk 65 College Professorrisk 62 Content Developer (EdTech)risk 40 Corporate Trainerrisk 65 Curriculum Developerrisk 70 Dean of Studentsrisk 42 Department Chairrisk 42 Director of Educationrisk 42 Distance Learning Coordinatorrisk 65 Education Administratorrisk 68 Educational Researcherrisk 55 Education Consultantrisk 68 English as a Second Language Teacherrisk 62 Enrollment Managerrisk 78 Exam Evaluatorrisk 60 Guidance Counselorrisk 40 Instructional Designerrisk 35 Lecturerrisk 45 Librarianrisk 58 Mathematics Teacherrisk 40 Online Course Developerrisk 78 Online Tutorrisk 35 Principalrisk 55 Professorrisk 60 Program Evaluatorrisk 65 Registrarrisk 65 Research Assistantrisk 75 School Counselorrisk 38 School Teacherrisk 35 Science Teacherrisk 38 Special Education Teacherrisk 38 Student Affairs Administratorrisk 58 Student Recruitment Managerrisk 62 Teacher Assistantrisk 65 Teaching Assistantrisk 65 Test Developerrisk 82 Tutorrisk 65 University Administratorrisk 82 Vice Chancellorrisk 25 Vice Principalrisk 55

Finance & Accounting

Accountantrisk 80 Accounting Managerrisk 78 Accounts Payable Clerkrisk 82 Accounts Receivable Clerkrisk 88 Anti-Money Laundering Specialistrisk 75 Auditorrisk 70 Bookkeeperrisk 70 Budget Analystrisk 65 Cash Managerrisk 65 Cost Accountantrisk 70 Credit Analystrisk 70 External Auditorrisk 60 Financial Analystrisk 58 Financial Crime Analystrisk 75 Financial Data Analystrisk 72 Financial Modelerrisk 65 Financial Plannerrisk 65 Financial Planning Analystrisk 68 Financial Regulatory Compliance Officerrisk 65 Financial Reporting Managerrisk 72 Financial Systems Analystrisk 67 Forensic Accountantrisk 65 Funding Managerrisk 58 General Ledger Accountantrisk 82 Hedge Fund Analystrisk 65 Internal Auditorrisk 65 Investment Analystrisk 60 Investment Bankerrisk 68 Management Accountantrisk 82 Mergers and Acquisitions Analystrisk 75 Payroll Executiverisk 62 Pension Fund Managerrisk 62 Portfolio Managerrisk 65 Private Equity Analystrisk 65 Risk Managerrisk 65 Tax Accountantrisk 68 Tax Consultantrisk 62 Trade Finance Specialistrisk 78 Treasury Managerrisk 68 Venture Capitalistrisk 62

Food & Hospitality

Bakerrisk 38 Bartenderrisk 30 Catering Staffrisk 60 Chefrisk 30 Cookrisk 35 Hotel Receptionistrisk 72 Housekeeping Staffrisk 60 Kitchen Helperrisk 68 Restaurant Managerrisk 65 Stewardrisk 78 Waiterrisk 55

Freelance & Creator

Freelance Photographerrisk 35 Freelance Writerrisk 40 Voiceover Artistrisk 35 YouTuber / Creatorrisk 35

Frontline Healthcare

Nurserisk 25

Garments & Crafts

Tailorrisk 40

Government & Public Sector

Auditor - Governmentrisk 60

Healthcare Admin

Admitting Clerkrisk 85 Appointment Schedulerrisk 85 Authorization Coordinatorrisk 85 Billing Specialistrisk 67 Case Management Coordinatorrisk 68 Claims Examinerrisk 84 Clinical Data Analystrisk 68 Clinical Data Managerrisk 88 Clinical Documentation Specialistrisk 75 Clinical Research Coordinatorrisk 65 Coderrisk 82 Compliance Coordinatorrisk 65 Discharge Plannerrisk 72 Eligibility Specialistrisk 88 Front-desk Coordinatorrisk 62 Healthcare Consultantrisk 65 Health Informatics Specialistrisk 58 Health Information Managerrisk 68 Health Information Technicianrisk 77 Health Records Clerkrisk 67 Health Unit Clerkrisk 78 Insurance Billing Specialistrisk 83 Insurance Claims Processorrisk 88 Insurance Verifierrisk 88 Medical Coderrisk 62 Medical Office Administratorrisk 72 Medical Office Assistantrisk 82 Medical Records Analystrisk 82 Medical Records Clerkrisk 88 Medical Staff Coordinatorrisk 65 Medical Transcriptionistrisk 60 Patient Access Representativerisk 78 Patient Accounts Representativerisk 92 Patient Financial Counselorrisk 68 Patient Safety Coordinatorrisk 62 Patient Service Representativerisk 78 Pre-registration Representativerisk 78 Quality Improvement Coordinatorrisk 55 Referral Coordinatorrisk 86 Registration Clerkrisk 88 Revenue Cycle Specialistrisk 88 Risk Management Specialistrisk 55 Utilization Review Coordinatorrisk 78

Home & Facility Services

Cleanerrisk 25 Housekeeperrisk 45 Pest Control Technicianrisk 32 Security Guardrisk 60

Human Resources

Artificial Intelligence Training Specialistrisk 62 Benefits Administratorrisk 65 Change Management Specialistrisk 65 Compensation Analystrisk 65 Culture and Engagement Managerrisk 58 Digital Transformation Consultantrisk 60 Diversity and Inclusion Specialistrisk 38 Employee Communications Specialistrisk 68 Employee Engagement Specialistrisk 48 Employee Experience Managerrisk 65 Employee Relations Specialistrisk 42 Employee Value Proposition Managerrisk 62 Employer Branding Specialistrisk 72 Future of Work Specialistrisk 45 Global Mobility Specialistrisk 62 HR Business Partnerrisk 55 HR Consultantrisk 40 HR Data Analystrisk 68 HR Generalistrisk 40 HR Information Systems Managerrisk 68 HR Innovation Managerrisk 62 HR Marketing Specialistrisk 72 HR Operations Executiverisk 60 HR Project Managerrisk 65 HR Recruiterrisk 65 HR Technology Managerrisk 60 Human Resources Generalistrisk 52 Immigration Specialistrisk 72 Internal Communications Specialistrisk 60 Labor Relations Specialistrisk 35 L&D Coordinatorrisk 62 Leadership Development Managerrisk 45 Organizational Development Consultantrisk 42 Payroll Managerrisk 68 Payroll Specialistrisk 67 Performance Management Specialistrisk 62 Recruiterrisk 60 Recruitment Coordinatorrisk 82 Succession Planning Managerrisk 65 Talent Acquisition Specialistrisk 62 Talent Management Specialistrisk 55 Talent Pipeline Managerrisk 82 Total Rewards Managerrisk 65 Training and Development Managerrisk 62 Workforce Analytics Managerrisk 65 Workforce Planning Analystrisk 65

IT & Software

Artificial Intelligence Engineerrisk 20 Automation Testerrisk 85 Business Intelligence Developerrisk 82 Cloud Architectrisk 60 Cloud Engineerrisk 85 Cybersecurity Analystrisk 70 Cyber Security Specialistrisk 60 Data Analystrisk 82 Database Administratorrisk 85 Data Scientistrisk 70 DevOps Engineerrisk 85 Digital Marketing Specialistrisk 62 E-commerce Developerrisk 82 Full Stack Developerrisk 70 Game Developerrisk 60 Help Desk Technicianrisk 68 Information Security Analystrisk 70 Infrastructure Engineerrisk 85 IT Auditorrisk 60 IT Consultantrisk 70 IT Project Managerrisk 65 IT Support Technicianrisk 67 Java Developerrisk 70 Mainframe Developerrisk 70 Microsoft Dynamics Developerrisk 85 Mobile App Developerrisk 70 Network Administratorrisk 70 Network Engineerrisk 70 Network Security Engineerrisk 62 Oracle Database Administratorrisk 68 PHP Developerrisk 70 Product Managerrisk 60 Python Developerrisk 82 QA Testerrisk 62 Quality Assurance Engineerrisk 67 Ruby on Rails Developerrisk 70 SAP Consultantrisk 70 Scrum Masterrisk 60 Software Engineerrisk 80 Software Testerrisk 70 System Administratorrisk 82 System Engineerrisk 85 Technical Leadrisk 67 Technical Support Engineerrisk 62 Technical Writerrisk 60 UX Designerrisk 38

Legal

Arbitratorrisk 62 Billing Coordinatorrisk 82 Case Managerrisk 65 Compliance Officerrisk 60 Conflicts Analystrisk 83 Contract Analystrisk 62 Contract Reviewerrisk 72 Court Reporterrisk 85 Cyber Law Specialistrisk 55 Data Privacy Officerrisk 72 Digital Forensics Specialistrisk 55 Dispute Resolution Specialistrisk 65 E-Discovery Specialistrisk 67 Forensic Analystrisk 65 Information Governance Specialistrisk 60 Information Managerrisk 78 Intellectual Property Attorneyrisk 50 Judicial Clerkrisk 55 Law Clerkrisk 82 Law Firm Administratorrisk 65 Legal Advisorrisk 65 Legal Data Analystrisk 74 Legal Investigatorrisk 62 Legal Operations Managerrisk 62 Legal Researcherrisk 60 Legal Secretaryrisk 78 Legal Transcriptionistrisk 70 Legal Writerrisk 68 Library Services Managerrisk 65 Litigation Support Specialistrisk 72 Mediatorrisk 35 New Business Intake Specialistrisk 88 Paralegalrisk 62 Patent Agentrisk 65 Practice Managerrisk 65 Records Managerrisk 78 Regulatory Compliance Specialistrisk 65 Trademark Attorneyrisk 68

Logistics & Supply Chain

Dispatch Executiverisk 70 Freight Analystrisk 65 Logistics Business Analystrisk 68 Logistics Coordinatorrisk 65 Supply Chain Business Analystrisk 72 Warehouse Supervisorrisk 62

Manufacturing

Assembly Line Workerrisk 85 Automation Specialistrisk 68 Computer-Aided Design (CAD) Technicianrisk 78 Computer Vision Engineerrisk 55 Control Systems Engineerrisk 42 Die Cast Engineerrisk 52 Electrical Controls Engineerrisk 62 Industrial Automation Engineerrisk 68 Industrial Cybersecurity Specialistrisk 72 Industrial Engineerrisk 68 Industrial Network Specialistrisk 35 Injection Molding Technicianrisk 65 Machine Learning Engineerrisk 65 Manufacturing Engineerrisk 65 Manufacturing Managerrisk 65 Manufacturing Systems Analystrisk 55 Manufacturing Technicianrisk 64 Material Handlerrisk 85 Material Requirements Plannerrisk 78 Mechatronics Engineerrisk 62 Packing Supervisorrisk 58 Predictive Maintenance Specialistrisk 62 Process Technicianrisk 55 Production Supervisorrisk 75 Quality Assurance Managerrisk 65 Receiving Inspectorrisk 72 Robotics Engineerrisk 78 SCADA System Administratorrisk 58 Welding Supervisorrisk 62

Marketing

Account-Based Marketing Managerrisk 65 Brand Managerrisk 40 Competitive Intelligence Analystrisk 72 Content Marketerrisk 60 Content Marketing Managerrisk 60 Conversion Rate Optimization Specialistrisk 62 Customer Insights Managerrisk 62 Customer Journey Mapping Specialistrisk 65 Customer Segmentation Specialistrisk 65 Demand Generation Managerrisk 62 Digital Asset Managerrisk 65 Email Marketerrisk 62 Email Marketing Managerrisk 68 Growth Hackerrisk 68 Growth Marketerrisk 62 Inbound Marketing Specialistrisk 68 Influencer Managerrisk 40 Influencer Marketing Managerrisk 65 Marketing Analystrisk 60 Marketing Attribution Specialistrisk 78 Marketing Automation Specialistrisk 70 Marketing Data Analystrisk 68 Marketing Mix Modeling Analystrisk 55 Marketing Operations Managerrisk 65 Marketing Research Analystrisk 78 Marketing Strategy Managerrisk 68 Marketing Technology Managerrisk 72 Omnichannel Marketing Managerrisk 62 Personalization Strategistrisk 68 PPC Specialistrisk 67 Predictive Analytics Specialistrisk 67 Product Marketing Managerrisk 55 SEO Analystrisk 67 SEO Specialistrisk 60 Social Media Analystrisk 85 User Experience Designerrisk 35 Web Analystrisk 65

Marketing & Content

Content Writerrisk 75 Digital Marketerrisk 50 Social Media Managerrisk 60

Media & Content

Audio Engineerrisk 72 Brand Journalistrisk 62 Broadcast Engineerrisk 55 Chatbot Developerrisk 75 Closed Captionerrisk 85 Content Delivery Network Specialistrisk 65 Conversational AI Designerrisk 60 Copywriterrisk 40 Dialogue Writerrisk 62 Digital Archivistrisk 68 Fact Checkerrisk 75 Forum Moderatorrisk 78 Journalistrisk 35 Lyricistrisk 55 Master Control Operatorrisk 78 Media Encoderrisk 88 Media Plannerrisk 72 Metadata Specialistrisk 65 Motion Graphics Designerrisk 72 Music Composerrisk 68 Online Community Managerrisk 65 Podcast Editorrisk 60 Podcast Producerrisk 65 Proofreaderrisk 60 Publishing Coordinatorrisk 65 Researcherrisk 72 Screenwriterrisk 65 Scriptwriterrisk 30 Sound Designerrisk 65 Story Editorrisk 55 Streaming Media Specialistrisk 50 Subtitlerrisk 92 Subtitler / Transcriptionistrisk 67 Taxonomistrisk 72 Transcriptionistrisk 92 Transmission Specialistrisk 55

Operations

Asset Management Specialistrisk 65 Business Continuity Plannerrisk 62 Business Process Improvement Specialistrisk 65 Contract Managerrisk 65 Customer Support Executiverisk 78 Customs Brokerrisk 74 Data Analyst - Operationsrisk 75 Data Entry Operatorrisk 92 Distribution Center Managerrisk 62 Documentation Specialistrisk 60 Efficiency Expertrisk 65 Emergency Management Specialistrisk 40 Export Managerrisk 62 Facilities Managerrisk 65 Fleet Managerrisk 65 Freight Forwarderrisk 72 Import Managerrisk 68 Inventory Analystrisk 65 Inventory Clerkrisk 79 Inventory Control Specialistrisk 68 Logistics Managerrisk 72 Maintenance Managerrisk 68 Management Analystrisk 68 Materials Managerrisk 62 Operational Risk Managerrisk 55 Operations Coordinatorrisk 82 Operations Engineerrisk 68 Operations Managerrisk 50 Operations Research Analystrisk 65 Process Associaterisk 65 Procurement Executiverisk 62 Procurement Specialistrisk 65 Production Plannerrisk 72 Purchasing Agentrisk 75 Quality Analystrisk 60 Quality Control Inspectorrisk 65 Receiving Clerkrisk 82 Regulatory Affairs Specialistrisk 72 Reliability Engineerrisk 30 Scheduling Coordinatorrisk 82 Shipping Coordinatorrisk 72 Stockroom Clerkrisk 78 Supply Chain Analystrisk 85 Supply Chain Coordinatorrisk 65 Telecaller / BPO Executiverisk 85 Traffic Managerrisk 85 Transportation Managerrisk 68 Warehouse Operations Managerrisk 68

Personal & Beauty Services

Barberrisk 22 Beauticianrisk 25

Pharma & Life Sciences

Biological Safety Specialistrisk 35 Clinical Research Associaterisk 45 Data Analyst - Pharmacologyrisk 65 GxP Auditorrisk 55 Pharmaceutical Sales Representativerisk 62 Pharmacovigilance Specialistrisk 72 Regulatory Affairs Managerrisk 65

Real Estate

Retail & E-commerce

Allocation Analystrisk 78 Buyerrisk 62 Category Managerrisk 62 Content Coordinatorrisk 82 Content Marketing Specialistrisk 72 Customer Service (Retail)risk 60 Digital Product Managerrisk 65 E-commerce Catalog Specialistrisk 62 E-commerce Customer Service Managerrisk 65 E-commerce IT Managerrisk 72 E-commerce Operations Managerrisk 60 E-commerce Project Managerrisk 55 E-commerce Web Developerrisk 75 Email Marketing Coordinatorrisk 72 Merchandiserrisk 60 Omnichannel Managerrisk 68 Order Fulfillment Coordinatorrisk 82 Plannerrisk 72 PPC Advertising Specialistrisk 75 Pricing Analystrisk 82 Product Catalog Managerrisk 78 Product Information Managerrisk 85 Retail Business Analystrisk 72 Retail Data Analystrisk 70 Retail Technology Specialistrisk 58 Returns Processorrisk 88 Sales Forecasting Analystrisk 78 Shipping and Receiving Clerkrisk 78 Store Managerrisk 55 User Experience (UX) Designerrisk 52 Visual Merchandiserrisk 55 Web Analytics Specialistrisk 65

Retail Frontline

Cashierrisk 82 Counter Staffrisk 75 Shopkeeperrisk 40

Sales

Account Managerrisk 60 Business Development Executiverisk 62 Commercial Sales Managerrisk 62 Direct Sales Representativerisk 42 Import Sales Managerrisk 65 Industrial Sales Managerrisk 58 Inside Sales Reprisk 60 Pre-sales Consultantrisk 60 Retail Sales Associaterisk 60 Sales Executiverisk 45 Sales Operations Analystrisk 68 Telesales Executiverisk 60

Skilled Trades

Carpenterrisk 35 Electricianrisk 30 Motor Mechanicrisk 42 Painterrisk 38 Plumberrisk 28 Welderrisk 45

Technology

Business Analystrisk 52 Software Developerrisk 48 UI/UX Designerrisk 47 Web Developerrisk 55

Telecom

IP Network Engineerrisk 55 LTE Engineerrisk 60 MPLS Engineerrisk 62 Network Architecture Designerrisk 62 Optical Fiber Engineerrisk 55 Telecom Cloud Engineerrisk 65 Telecom Project Managerrisk 62 Telecom Sales Consultantrisk 72

Travel & Hospitality

Cruise Line Representativerisk 75 Hotel Facilities Managerrisk 55 Hotel Guest Services Managerrisk 58 Hotel Housekeeping Managerrisk 55 Hotel Human Resources Managerrisk 45 Hotel Revenue Managerrisk 78 Reservation Agentrisk 80 Tour Operations Managerrisk 55 Travel Desk Executiverisk 75 Travel Guiderisk 42 Travel Promotions Managerrisk 68 Travel Writerrisk 65