AI JOB RISK DIRECTORY
The 24-Month Forensic
The 24-Month Forensic
AI Risk Directory
By 2028, enterprise architecture will migrate completely past simple "copilot" assistants toward autonomous multi-agent networks that execute, self-correct, and optimize workflows natively. The historical barrier between thinking and executing has dissolved.
This directory serves as the definitive index for modern job vulnerability. Browse the audited roles below to view their raw 24-Month Automation Index — the percentage of traditional day-to-day task loads facing complete machine execution.
154
Roles Audited
24mo
Forecast Window
4
Disruption Classes
Audit Directory
| Job Title | 24-Month Automation Index | Disruption Class | Forensic Audit |
|---|---|---|---|
| Data Entry Specialist | 96% | Full Asset Substitution | View Audit → |
| Medical Transcriptionist | 94% | Full Asset Substitution | View Audit → |
| Bookkeeper | 92% | Full Asset Substitution | View Audit → |
| Bank Teller | 91% | Full Asset Substitution | View Audit → |
| Payroll Specialist | 91% | Full Asset Substitution | View Audit → |
| Software Engineer (L1-L3) | 90% | Full Asset Substitution | View Audit → |
| Tax Preparer | 88% | Full Asset Substitution | View Audit → |
| Customer Service Representative | 88% | Full Asset Substitution | View Audit → |
| Translator | 87% | Full Asset Substitution | View Audit → |
| Travel Agent | 86% | Full Asset Substitution | View Audit → |
| Medical Coder | 85% | Full Asset Substitution | View Audit → |
| Data Analyst | 85% | Full Asset Substitution | View Audit → |
| Administrative Assistant | 84% | Full Asset Substitution | View Audit → |
| IT Help Desk Technician | 83% | Full Asset Substitution | View Audit → |
| QA Engineer | 82% | Full Asset Substitution | View Audit → |
| Content Writer | 82% | Full Asset Substitution | View Audit → |
| Business Intelligence Analyst | 81% | Full Asset Substitution | View Audit → |
| Inventory Analyst | 80% | Full Asset Substitution | View Audit → |
| Survey Researcher | 80% | Full Asset Substitution | View Audit → |
| PPC Specialist | 80% | Full Asset Substitution | View Audit → |
| Legal Assistant | 80% | Full Asset Substitution | View Audit → |
| Financial Analyst | 80% | Full Asset Substitution | View Audit → |
| Research Assistant | 79% | Full Asset Substitution | View Audit → |
| Technical Writer | 79% | Full Asset Substitution | View Audit → |
| Copywriter | 79% | Full Asset Substitution | View Audit → |
| Market Research Analyst | 78% | Full Asset Substitution | View Audit → |
| Quality Assurance Analyst | 78% | Full Asset Substitution | View Audit → |
| Marketing Coordinator | 78% | Full Asset Substitution | View Audit → |
| Purchasing Agent | 77% | Full Asset Substitution | View Audit → |
| Audit Associate | 77% | Full Asset Substitution | View Audit → |
| Pricing Analyst | 76% | Full Asset Substitution | View Audit → |
| SEO Specialist | 76% | Full Asset Substitution | View Audit → |
| Accountant | 76% | Full Asset Substitution | View Audit → |
| Credit Analyst | 75% | Core Task Attrition | View Audit → |
| Technical Support Analyst | 75% | Core Task Attrition | View Audit → |
| Revenue Analyst | 74% | Core Task Attrition | View Audit → |
| Loan Officer | 74% | Core Task Attrition | View Audit → |
| Social Media Manager | 74% | Core Task Attrition | View Audit → |
| Paralegal | 74% | Core Task Attrition | View Audit → |
| Email Marketing Manager | 73% | Core Task Attrition | View Audit → |
| Insurance Underwriter | 73% | Core Task Attrition | View Audit → |
| FP&A Analyst | 72% | Core Task Attrition | View Audit → |
| Contract Administrator | 72% | Core Task Attrition | View Audit → |
| Operations Analyst | 72% | Core Task Attrition | View Audit → |
| Graphic Designer | 72% | Core Task Attrition | View Audit → |
| Logistics Coordinator | 72% | Core Task Attrition | View Audit → |
| Business Analyst | 72% | Core Task Attrition | View Audit → |
| Database Administrator | 71% | Core Task Attrition | View Audit → |
| Sales Development Representative | 71% | Core Task Attrition | View Audit → |
| Demand Planner | 70% | Core Task Attrition | View Audit → |
| Scrum Master | 70% | Core Task Attrition | View Audit → |
| Claims Adjuster | 70% | Core Task Attrition | View Audit → |
| Supply Chain Analyst | 69% | Core Task Attrition | View Audit → |
| Patent Examiner | 68% | Core Task Attrition | View Audit → |
| Investment Analyst | 68% | Core Task Attrition | View Audit → |
| HR Coordinator | 68% | Core Task Attrition | View Audit → |
| Systems Administrator | 67% | Core Task Attrition | View Audit → |
| Fraud Analyst | 66% | Core Task Attrition | View Audit → |
| Compliance Analyst | 66% | Core Task Attrition | View Audit → |
| Project Manager | 65% | Core Task Attrition | View Audit → |
| Procurement Specialist | 64% | Core Task Attrition | View Audit → |
| Network Administrator | 63% | Core Task Attrition | View Audit → |
| Release Manager | 62% | Core Task Attrition | View Audit → |
| Librarian | 62% | Core Task Attrition | View Audit → |
| Risk Analyst | 62% | Core Task Attrition | View Audit → |
| UI Designer | 62% | Core Task Attrition | View Audit → |
| Recruiter | 62% | Core Task Attrition | View Audit → |
| Journalist | 60% | Core Task Attrition | View Audit → |
| DevOps Engineer | 60% | Core Task Attrition | View Audit → |
| Senior Data Analyst | 58% | Structural Reclassification | View Audit → |
| Strategy Analyst | 58% | Structural Reclassification | View Audit → |
| Archivist | 58% | Structural Reclassification | View Audit → |
| Data Scientist | 58% | Structural Reclassification | View Audit → |
| Video Editor | 58% | Structural Reclassification | View Audit → |
| Clinical Trial Coordinator | 56% | Structural Reclassification | View Audit → |
| Scrum Master (Senior) | 55% | Structural Reclassification | View Audit → |
| Senior QA Lead | 55% | Structural Reclassification | View Audit → |
| Senior Financial Analyst | 55% | Structural Reclassification | View Audit → |
| Senior Software Engineer | 55% | Structural Reclassification | View Audit → |
| Actuary | 55% | Structural Reclassification | View Audit → |
| Radiologist | 55% | Structural Reclassification | View Audit → |
| Cloud Engineer | 55% | Structural Reclassification | View Audit → |
| Executive Assistant | 55% | Structural Reclassification | View Audit → |
| Senior Accountant | 52% | Structural Reclassification | View Audit → |
| Senior Business Analyst | 52% | Structural Reclassification | View Audit → |
| Management Consultant | 52% | Structural Reclassification | View Audit → |
| Regulatory Affairs Specialist | 52% | Structural Reclassification | View Audit → |
| Lab Technician | 52% | Structural Reclassification | View Audit → |
| Cybersecurity Analyst | 52% | Structural Reclassification | View Audit → |
| Office Manager | 52% | Structural Reclassification | View Audit → |
| Event Planner | 50% | Structural Reclassification | View Audit → |
| Senior Investment Analyst | 48% | Structural Reclassification | View Audit → |
| Senior Fraud Analyst | 48% | Structural Reclassification | View Audit → |
| Senior Recruiter | 48% | Structural Reclassification | View Audit → |
| Pharmacist | 48% | Structural Reclassification | View Audit → |
| UX Designer | 48% | Structural Reclassification | View Audit → |
| Financial Advisor | 46% | Structural Reclassification | View Audit → |
| Customer Success Manager | 45% | Structural Reclassification | View Audit → |
| Senior Project Manager | 45% | Structural Reclassification | View Audit → |
| Penetration Tester | 45% | Structural Reclassification | View Audit → |
| Loss Prevention Specialist | 45% | Structural Reclassification | View Audit → |
| Economist | 44% | Structural Reclassification | View Audit → |
| Program Manager | 44% | Structural Reclassification | View Audit → |
| Delivery Manager | 42% | Structural Reclassification | View Audit → |
| Senior Content Strategist | 42% | Structural Reclassification | View Audit → |
| Senior Compliance Officer | 42% | Structural Reclassification | View Audit → |
| Talent Acquisition Manager | 42% | Structural Reclassification | View Audit → |
| Senior DevOps Engineer | 42% | Structural Reclassification | View Audit → |
| Senior Data Scientist | 42% | Structural Reclassification | View Audit → |
| Real Estate Agent | 42% | Structural Reclassification | View Audit → |
| Security Engineer | 42% | Structural Reclassification | View Audit → |
| Account Executive | 42% | Structural Reclassification | View Audit → |
| Solutions Engineer | 40% | Structural Reclassification | View Audit → |
| Controller | 40% | Peripheral Automation | View Audit → |
| Machine Learning Engineer | 40% | Peripheral Automation | View Audit → |
| Technical Account Manager | 38% | Peripheral Automation | View Audit → |
| Regulatory Affairs Manager | 38% | Peripheral Automation | View Audit → |
| Supply Chain Manager | 38% | Peripheral Automation | View Audit → |
| Senior Cybersecurity Analyst | 38% | Peripheral Automation | View Audit → |
| IT Manager | 38% | Peripheral Automation | View Audit → |
| Technical Lead | 38% | Peripheral Automation | View Audit → |
| Senior Marketing Manager | 38% | Peripheral Automation | View Audit → |
| Lab Manager | 38% | Peripheral Automation | View Audit → |
| Product Manager | 38% | Peripheral Automation | View Audit → |
| Portfolio Manager | 35% | Peripheral Automation | View Audit → |
| Brand Manager | 35% | Peripheral Automation | View Audit → |
| Clinical Research Manager | 35% | Peripheral Automation | View Audit → |
| Risk Manager | 35% | Peripheral Automation | View Audit → |
| HR Business Partner | 35% | Peripheral Automation | View Audit → |
| Finance Manager | 35% | Peripheral Automation | View Audit → |
| Senior UX Designer | 35% | Peripheral Automation | View Audit → |
| Solutions Architect | 35% | Peripheral Automation | View Audit → |
| Engineering Manager | 32% | Peripheral Automation | View Audit → |
| Enterprise Architect | 32% | Peripheral Automation | View Audit → |
| Head of Analytics | 30% | Peripheral Automation | View Audit → |
| Senior Sales Manager | 30% | Peripheral Automation | View Audit → |
| Platform Engineering Lead | 30% | Peripheral Automation | View Audit → |
| Data Engineering Manager | 30% | Peripheral Automation | View Audit → |
| Operations Manager | 30% | Peripheral Automation | View Audit → |
| Creative Director | 28% | Peripheral Automation | View Audit → |
| Security Architect | 28% | Peripheral Automation | View Audit → |
| Staff Engineer | 28% | Peripheral Automation | View Audit → |
| Senior Product Manager | 28% | Peripheral Automation | View Audit → |
| Chief of Staff | 28% | Peripheral Automation | View Audit → |
| Senior Operations Manager | 25% | Peripheral Automation | View Audit → |
| AI Research Scientist | 25% | Peripheral Automation | View Audit → |
| Director of Engineering | 22% | Peripheral Automation | View Audit → |
| VP of Engineering | 22% | Peripheral Automation | View Audit → |
| VP of Marketing | 20% | Peripheral Automation | View Audit → |
| Director of Operations | 20% | Peripheral Automation | View Audit → |
| Principal Engineer | 20% | Peripheral Automation | View Audit → |
| VP of Product | 18% | Peripheral Automation | View Audit → |
| CTO | 18% | Peripheral Automation | View Audit → |
| VP of Sales | 15% | Peripheral Automation | View Audit → |
Macro Benchmarks Won't Save You
A macro index provides a statistical baseline for a job title, but it does not account for the unique operational complexity of your specific company, your custom task mix, or your political capital with stakeholders.
If your daily routine differs from the standard benchmark, your true risk score does too. Move from static research to a tailored defense strategy.
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