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Browse every published “Can AI Replace…” role page in one place, search by title, and jump straight to the role that matters to you.

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Published role pages

213

Industries covered

Average modeled signal

61.4%

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Administration

Administrative & Office Roles · AI-Vulnerable

Administrative Assistant

Administrative & Office Roles · AI-Vulnerable

Data Entry Clerk

Administrative & Office Roles · AI-Vulnerable

Executive Assistant

Administrative & Office Roles · AI-Vulnerable

Office Management

Administrative & Office Roles · AI-Vulnerable

Receptionist

Administrative & Office Roles · AI-Vulnerable

Scheduling & Coordination

Administrative & Office Roles · AI-Vulnerable

Virtual Assistant

Administrative & Office Roles · AI-Vulnerable

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Industry

Administrative & Office Roles

8 linked role pages

Administration

Can AI Replace Administration?

Modeled signal: 89% · AI-Vulnerable

Administrative Assistant

Can AI Replace Administrative Assistant?

Modeled signal: 89% · AI-Vulnerable

Data Entry Clerk

Can AI Replace Data Entry Clerk?

Modeled signal: 92% · AI-Vulnerable

Executive Assistant

Can AI Replace Executive Assistant?

Modeled signal: 89% · AI-Vulnerable

Office Management

Can AI Replace Office Management?

Modeled signal: 89% · AI-Vulnerable

Receptionist

Can AI Replace Receptionist?

Modeled signal: 89% · AI-Vulnerable

Scheduling & Coordination

Can AI Replace Scheduling & Coordination?

Modeled signal: 89% · AI-Vulnerable

Virtual Assistant

Can AI Replace Virtual Assistant?

Modeled signal: 88% · AI-Vulnerable

Industry

Business, Strategy & Operations

13 linked role pages

Business Analysis

Can AI Replace Business Analysis?

Modeled signal: 67% · AI-Vulnerable

Chief of Staff

Can AI Replace Chief of Staff?

Modeled signal: 67% · AI-Vulnerable

Executive Leadership

Can AI Replace Executive Leadership?

Modeled signal: 67% · AI-Vulnerable

IT Consulting

Can AI Replace IT Consulting?

Modeled signal: 67% · AI-Vulnerable

Management Consulting

Can AI Replace Management Consulting?

Modeled signal: 67% · AI-Vulnerable

Operations

Can AI Replace Operations?

Modeled signal: 67% · AI-Vulnerable

Operations Analyst

Can AI Replace Operations Analyst?

Modeled signal: 67% · AI-Vulnerable

Procurement Specialist

Can AI Replace Procurement Specialist?

Modeled signal: 67% · AI-Vulnerable

Program Management

Can AI Replace Program Management?

Modeled signal: 67% · AI-Vulnerable

Project Management

Can AI Replace Project Management?

Modeled signal: 67% · AI-Vulnerable

Strategy

Can AI Replace Strategy?

Modeled signal: 67% · AI-Vulnerable

Strategy Consulting

Can AI Replace Strategy Consulting?

Modeled signal: 67% · AI-Vulnerable

Supply Planner

Can AI Replace Supply Planner?

Modeled signal: 67% · AI-Vulnerable

Industry

Education & Research

10 linked role pages

Academic Research

Can AI Replace Academic Research?

Modeled signal: 45% · AI-Exposed

Early Childhood Education

Can AI Replace Early Childhood Education?

Modeled signal: 45% · AI-Exposed

Environmental Science

Can AI Replace Environmental Science?

Modeled signal: 45% · AI-Exposed

Higher Education

Can AI Replace Higher Education?

Modeled signal: 45% · AI-Exposed

Instructional Design

Can AI Replace Instructional Design?

Modeled signal: 45% · AI-Exposed

K-12 Teaching

Can AI Replace K-12 Teaching?

Modeled signal: 45% · AI-Exposed

Professor

Can AI Replace Professor?

Modeled signal: 37% · AI-Exposed

Scientific Research

Can AI Replace Scientific Research?

Modeled signal: 45% · AI-Exposed

Special Education

Can AI Replace Special Education?

Modeled signal: 45% · AI-Exposed

Tutoring

Can AI Replace Tutoring?

Modeled signal: 45% · AI-Exposed

Industry

Energy, Utilities & Natural Resources

6 linked role pages

Agriculture / Farming

Can AI Replace Agriculture / Farming?

Modeled signal: 40% · AI-Exposed

Fishing

Can AI Replace Fishing?

Modeled signal: 40% · AI-Exposed

Forestry

Can AI Replace Forestry?

Modeled signal: 40% · AI-Exposed

Mining

Can AI Replace Mining?

Modeled signal: 40% · AI-Exposed

Oil & Gas Operations

Can AI Replace Oil & Gas Operations?

Modeled signal: 40% · AI-Exposed

Renewable Energy Operations

Can AI Replace Renewable Energy Operations?

Modeled signal: 40% · AI-Exposed

Industry

Engineering & Architecture

7 linked role pages

Architecture

Can AI Replace Architecture?

Modeled signal: 54% · AI-Exposed

Civil Engineering

Can AI Replace Civil Engineering?

Modeled signal: 54% · AI-Exposed

Construction Project Manager

Can AI Replace Construction Project Manager?

Modeled signal: 54% · AI-Exposed

Electrical Engineering

Can AI Replace Electrical Engineering?

Modeled signal: 54% · AI-Exposed

Industrial Engineering

Can AI Replace Industrial Engineering?

Modeled signal: 54% · AI-Exposed

Mechanical Engineering

Can AI Replace Mechanical Engineering?

Modeled signal: 54% · AI-Exposed

Urban Planning

Can AI Replace Urban Planning?

Modeled signal: 54% · AI-Exposed

Industry

Finance & Accounting

14 linked role pages

Accountants

Can AI Replace Accountants?

Modeled signal: 75% · AI-Vulnerable

Accounts Payable

Can AI Replace Accounts Payable?

Modeled signal: 75% · AI-Vulnerable

Accounts Receivable

Can AI Replace Accounts Receivable?

Modeled signal: 75% · AI-Vulnerable

Auditing

Can AI Replace Auditing?

Modeled signal: 75% · AI-Vulnerable

Bookkeeping

Can AI Replace Bookkeeping?

Modeled signal: 75% · AI-Vulnerable

Financial Advisory

Can AI Replace Financial Advisory?

Modeled signal: 75% · AI-Vulnerable

Financial Analysis

Can AI Replace Financial Analysis?

Modeled signal: 75% · AI-Vulnerable

FP&A

Can AI Replace FP&A?

Modeled signal: 75% · AI-Vulnerable

Insurance Agent

Can AI Replace Insurance Agent?

Modeled signal: 75% · AI-Vulnerable

Investment Banking

Can AI Replace Investment Banking?

Modeled signal: 75% · AI-Vulnerable

Payroll

Can AI Replace Payroll?

Modeled signal: 75% · AI-Vulnerable

Private Equity

Can AI Replace Private Equity?

Modeled signal: 75% · AI-Vulnerable

Tax Advisory

Can AI Replace Tax Advisory?

Modeled signal: 75% · AI-Vulnerable

Venture Capital

Can AI Replace Venture Capital?

Modeled signal: 75% · AI-Vulnerable

Industry

Government & Public Sector

8 linked role pages

Case Management

Can AI Replace Case Management?

Modeled signal: 47% · AI-Exposed

Civil Service

Can AI Replace Civil Service?

Modeled signal: 47% · AI-Exposed

Defense / Military

Can AI Replace Defense / Military?

Modeled signal: 47% · AI-Exposed

Intelligence Analysis

Can AI Replace Intelligence Analysis?

Modeled signal: 47% · AI-Exposed

Law Enforcement

Can AI Replace Law Enforcement?

Modeled signal: 47% · AI-Exposed

Policy Analysis

Can AI Replace Policy Analysis?

Modeled signal: 47% · AI-Exposed

Public Administration

Can AI Replace Public Administration?

Modeled signal: 47% · AI-Exposed

Social Worker

Can AI Replace Social Worker?

Modeled signal: 47% · AI-Exposed

Industry

Healthcare & Medical

16 linked role pages

Biotech

Can AI Replace Biotech?

Modeled signal: 37% · AI-Exposed

Dentist

Can AI Replace Dentist?

Modeled signal: 37% · AI-Exposed

Emergency Medicine

Can AI Replace Emergency Medicine?

Modeled signal: 31% · AI-Exposed

General Practice

Can AI Replace General Practice?

Modeled signal: 37% · AI-Exposed

Healthcare Administration

Can AI Replace Healthcare Administration?

Modeled signal: 43% · AI-Exposed

Laboratory Technician

Can AI Replace Laboratory Technician?

Modeled signal: 37% · AI-Exposed

Medical Coding

Can AI Replace Medical Coding?

Modeled signal: 43% · AI-Exposed

Mental Health / Therapy

Can AI Replace Mental Health / Therapy?

Modeled signal: 31% · AI-Exposed

Nursing

Can AI Replace Nursing?

Modeled signal: 31% · AI-Exposed

Personal Trainer

Can AI Replace Personal Trainer?

Modeled signal: 38% · AI-Exposed

Pharmaceutical Development

Can AI Replace Pharmaceutical Development?

Modeled signal: 37% · AI-Exposed

Pharmacist

Can AI Replace Pharmacist?

Modeled signal: 37% · AI-Exposed

Physiotherapist

Can AI Replace Physiotherapist?

Modeled signal: 37% · AI-Exposed

Psychologist

Can AI Replace Psychologist?

Modeled signal: 38% · AI-Exposed

Radiologists

Can AI Replace Radiologists?

Modeled signal: 43% · AI-Exposed

Surgery

Can AI Replace Surgery?

Modeled signal: 31% · AI-Exposed

Industry

Hospitality, Retail & Service

13 linked role pages

Barista

Can AI Replace Barista?

Modeled signal: 63% · AI-Vulnerable

Bartender

Can AI Replace Bartender?

Modeled signal: 62% · AI-Vulnerable

Cashier

Can AI Replace Cashier?

Modeled signal: 71% · AI-Vulnerable

Chef

Can AI Replace Chef?

Modeled signal: 64% · AI-Vulnerable

Cook

Can AI Replace Cook?

Modeled signal: 64% · AI-Vulnerable

Food Service

Can AI Replace Food Service?

Modeled signal: 64% · AI-Vulnerable

Hospitality

Can AI Replace Hospitality?

Modeled signal: 64% · AI-Vulnerable

Hotel Front Desk

Can AI Replace Hotel Front Desk?

Modeled signal: 64% · AI-Vulnerable

Housekeeping

Can AI Replace Housekeeping?

Modeled signal: 67% · AI-Vulnerable

Retail

Can AI Replace Retail?

Modeled signal: 64% · AI-Vulnerable

Retail Store Manager

Can AI Replace Retail Store Manager?

Modeled signal: 64% · AI-Vulnerable

Tourism

Can AI Replace Tourism?

Modeled signal: 64% · AI-Vulnerable

Waiter / Waitress

Can AI Replace Waiter / Waitress?

Modeled signal: 62% · AI-Vulnerable

Industry

Human Resources & Talent

8 linked role pages

Compensation & Benefits

Can AI Replace Compensation & Benefits?

Modeled signal: 64% · AI-Vulnerable

HR Coordinator

Can AI Replace HR Coordinator?

Modeled signal: 64% · AI-Vulnerable

HR Generalist

Can AI Replace HR Generalist?

Modeled signal: 64% · AI-Vulnerable

Learning & Development

Can AI Replace Learning & Development?

Modeled signal: 64% · AI-Vulnerable

People Analytics

Can AI Replace People Analytics?

Modeled signal: 64% · AI-Vulnerable

People Operations

Can AI Replace People Operations?

Modeled signal: 64% · AI-Vulnerable

Recruiting

Can AI Replace Recruiting?

Modeled signal: 64% · AI-Vulnerable

Talent Acquisition

Can AI Replace Talent Acquisition?

Modeled signal: 64% · AI-Vulnerable

Industry

Legal & Compliance

9 linked role pages

Compliance

Can AI Replace Compliance?

Modeled signal: 55% · AI-Exposed

Contract Management

Can AI Replace Contract Management?

Modeled signal: 55% · AI-Exposed

Contract Review

Can AI Replace Contract Review?

Modeled signal: 60% · AI-Exposed

Corporate Law

Can AI Replace Corporate Law?

Modeled signal: 55% · AI-Exposed

Legal Assistant

Can AI Replace Legal Assistant?

Modeled signal: 55% · AI-Exposed

Legal Research

Can AI Replace Legal Research?

Modeled signal: 60% · AI-Exposed

Litigation Support

Can AI Replace Litigation Support?

Modeled signal: 55% · AI-Exposed

Paralegal

Can AI Replace Paralegal?

Modeled signal: 60% · AI-Exposed

Regulatory Affairs

Can AI Replace Regulatory Affairs?

Modeled signal: 55% · AI-Exposed

Industry

Marketing, Media & Communications

21 linked role pages

Affiliate Marketing

Can AI Replace Affiliate Marketing?

Modeled signal: 87% · AI-Vulnerable

Blogging

Can AI Replace Blogging?

Modeled signal: 87% · AI-Vulnerable

Brand Strategy

Can AI Replace Brand Strategy?

Modeled signal: 87% · AI-Vulnerable

Campaign Management

Can AI Replace Campaign Management?

Modeled signal: 87% · AI-Vulnerable

Community Management

Can AI Replace Community Management?

Modeled signal: 87% · AI-Vulnerable

Copywriters

Can AI Replace Copywriters?

Modeled signal: 87% · AI-Vulnerable

Corporate Communications

Can AI Replace Corporate Communications?

Modeled signal: 87% · AI-Vulnerable

Editing

Can AI Replace Editing?

Modeled signal: 87% · AI-Vulnerable

Email Marketing

Can AI Replace Email Marketing?

Modeled signal: 87% · AI-Vulnerable

Growth / Demand Generation

Can AI Replace Growth / Demand Generation?

Modeled signal: 87% · AI-Vulnerable

Influencer Marketing

Can AI Replace Influencer Marketing?

Modeled signal: 87% · AI-Vulnerable

Journalism

Can AI Replace Journalism?

Modeled signal: 87% · AI-Vulnerable

Marketing Operations

Can AI Replace Marketing Operations?

Modeled signal: 87% · AI-Vulnerable

Media Buying

Can AI Replace Media Buying?

Modeled signal: 87% · AI-Vulnerable

Performance Marketing

Can AI Replace Performance Marketing?

Modeled signal: 87% · AI-Vulnerable

Podcasting

Can AI Replace Podcasting?

Modeled signal: 87% · AI-Vulnerable

Public Relations

Can AI Replace Public Relations?

Modeled signal: 87% · AI-Vulnerable

Scriptwriting

Can AI Replace Scriptwriting?

Modeled signal: 87% · AI-Vulnerable

SEO / Content Marketing

Can AI Replace SEO / Content Marketing?

Modeled signal: 87% · AI-Vulnerable

Social Media Marketing

Can AI Replace Social Media Marketing?

Modeled signal: 87% · AI-Vulnerable

Video Production

Can AI Replace Video Production?

Modeled signal: 87% · AI-Vulnerable

Industry

Other

1 linked role pages

Other

Can AI Replace Other?

Modeled signal: 58% · AI-Exposed

Industry

Product, Design & Creative Tech

11 linked role pages

Animation

Can AI Replace Animation?

Modeled signal: 64% · AI-Vulnerable

Digital Design

Can AI Replace Digital Design?

Modeled signal: 64% · AI-Vulnerable

Fashion Design

Can AI Replace Fashion Design?

Modeled signal: 64% · AI-Vulnerable

Graphic Design

Can AI Replace Graphic Design?

Modeled signal: 64% · AI-Vulnerable

Industrial Design

Can AI Replace Industrial Design?

Modeled signal: 64% · AI-Vulnerable

Interior Architect

Can AI Replace Interior Architect?

Modeled signal: 62% · AI-Vulnerable

Interior Designer

Can AI Replace Interior Designer?

Modeled signal: 61% · AI-Vulnerable

Product Management

Can AI Replace Product Management?

Modeled signal: 64% · AI-Vulnerable

Product Marketing

Can AI Replace Product Marketing?

Modeled signal: 64% · AI-Vulnerable

Service Design

Can AI Replace Service Design?

Modeled signal: 64% · AI-Vulnerable

UX / UI Design

Can AI Replace UX / UI Design?

Modeled signal: 64% · AI-Vulnerable

Industry

Real Estate & Property

6 linked role pages

Facilities Management

Can AI Replace Facilities Management?

Modeled signal: 58% · AI-Exposed

Leasing Agent

Can AI Replace Leasing Agent?

Modeled signal: 58% · AI-Exposed

Property Management

Can AI Replace Property Management?

Modeled signal: 58% · AI-Exposed

Real Estate

Can AI Replace Real Estate?

Modeled signal: 58% · AI-Exposed

Real Estate Agent

Can AI Replace Real Estate Agent?

Modeled signal: 57% · AI-Exposed

Urban Development

Can AI Replace Urban Development?

Modeled signal: 58% · AI-Exposed

Industry

Sales & Customer Functions

14 linked role pages

Account Executive

Can AI Replace Account Executive?

Modeled signal: 70% · AI-Vulnerable

Account Management

Can AI Replace Account Management?

Modeled signal: 70% · AI-Vulnerable

B2B Sales

Can AI Replace B2B Sales?

Modeled signal: 70% · AI-Vulnerable

Business Development

Can AI Replace Business Development?

Modeled signal: 70% · AI-Vulnerable

Call Center Operations

Can AI Replace Call Center Operations?

Modeled signal: 70% · AI-Vulnerable

Customer Experience

Can AI Replace Customer Experience?

Modeled signal: 70% · AI-Vulnerable

Customer Service Representative

Can AI Replace Customer Service Representative?

Modeled signal: 72% · AI-Vulnerable

Customer Success

Can AI Replace Customer Success?

Modeled signal: 70% · AI-Vulnerable

Customer Support

Can AI Replace Customer Support?

Modeled signal: 70% · AI-Vulnerable

Enterprise Sales

Can AI Replace Enterprise Sales?

Modeled signal: 70% · AI-Vulnerable

Retail Sales Associate

Can AI Replace Retail Sales Associate?

Modeled signal: 70% · AI-Vulnerable

Sales Manager

Can AI Replace Sales Manager?

Modeled signal: 70% · AI-Vulnerable

Sales Operations

Can AI Replace Sales Operations?

Modeled signal: 70% · AI-Vulnerable

SDR / BDR

Can AI Replace SDR / BDR?

Modeled signal: 70% · AI-Vulnerable

Industry

Skilled Trades & Field Work

17 linked role pages

Automotive Repair

Can AI Replace Automotive Repair?

Modeled signal: 38% · AI-Exposed

Carpentry

Can AI Replace Carpentry?

Modeled signal: 38% · AI-Exposed

Construction

Can AI Replace Construction?

Modeled signal: 38% · AI-Exposed

Electricians

Can AI Replace Electricians?

Modeled signal: 38% · AI-Exposed

Field Technician

Can AI Replace Field Technician?

Modeled signal: 38% · AI-Exposed

HVAC

Can AI Replace HVAC?

Modeled signal: 38% · AI-Exposed

Landscaper

Can AI Replace Landscaper?

Modeled signal: 40% · AI-Exposed

Manufacturing

Can AI Replace Manufacturing?

Modeled signal: 38% · AI-Exposed

Mechanic

Can AI Replace Mechanic?

Modeled signal: 38% · AI-Exposed

Painter

Can AI Replace Painter?

Modeled signal: 40% · AI-Exposed

Plumber

Can AI Replace Plumber?

Modeled signal: 38% · AI-Exposed

Plumbing

Can AI Replace Plumbing?

Modeled signal: 38% · AI-Exposed

Quality Control (Manufacturing)

Can AI Replace Quality Control (Manufacturing)?

Modeled signal: 38% · AI-Exposed

Roofer

Can AI Replace Roofer?

Modeled signal: 38% · AI-Exposed

Warehouse Associate

Can AI Replace Warehouse Associate?

Modeled signal: 38% · AI-Exposed

Warehouse Operations

Can AI Replace Warehouse Operations?

Modeled signal: 38% · AI-Exposed

Welder

Can AI Replace Welder?

Modeled signal: 39% · AI-Exposed

Industry

Technology & Software

19 linked role pages

AI Prompt Engineering

Can AI Replace AI Prompt Engineering?

Modeled signal: 72% · AI-Vulnerable

Cloud Engineering

Can AI Replace Cloud Engineering?

Modeled signal: 72% · AI-Vulnerable

Cybersecurity

Can AI Replace Cybersecurity?

Modeled signal: 72% · AI-Vulnerable

Data Engineering

Can AI Replace Data Engineering?

Modeled signal: 72% · AI-Vulnerable

Data Science

Can AI Replace Data Science?

Modeled signal: 72% · AI-Vulnerable

DevOps / Infrastructure

Can AI Replace DevOps / Infrastructure?

Modeled signal: 72% · AI-Vulnerable

Game Development

Can AI Replace Game Development?

Modeled signal: 72% · AI-Vulnerable

IT Administration

Can AI Replace IT Administration?

Modeled signal: 72% · AI-Vulnerable

IT Support

Can AI Replace IT Support?

Modeled signal: 72% · AI-Vulnerable

Machine Learning

Can AI Replace Machine Learning?

Modeled signal: 72% · AI-Vulnerable

Mobile Development

Can AI Replace Mobile Development?

Modeled signal: 72% · AI-Vulnerable

Network Engineering

Can AI Replace Network Engineering?

Modeled signal: 72% · AI-Vulnerable

QA / Testing

Can AI Replace QA / Testing?

Modeled signal: 72% · AI-Vulnerable

SaaS Operations

Can AI Replace SaaS Operations?

Modeled signal: 72% · AI-Vulnerable

Site Reliability Engineering

Can AI Replace Site Reliability Engineering?

Modeled signal: 72% · AI-Vulnerable

Software engineers

Can AI Replace Software Engineers?

Modeled signal: 72% · AI-Vulnerable

Systems Administration

Can AI Replace Systems Administration?

Modeled signal: 72% · AI-Vulnerable

Technical Writing

Can AI Replace Technical Writing?

Modeled signal: 72% · AI-Vulnerable

Web Development

Can AI Replace Web Development?

Modeled signal: 72% · AI-Vulnerable

Industry

Transportation & Logistics

12 linked role pages

Aviation (Pilots)

Can AI Replace Aviation (Pilots)?

Modeled signal: 48% · AI-Exposed

Bus Driver

Can AI Replace Bus Driver?

Modeled signal: 53% · AI-Exposed

Delivery Services

Can AI Replace Delivery Services?

Modeled signal: 48% · AI-Exposed

Dispatcher

Can AI Replace Dispatcher?

Modeled signal: 58% · AI-Exposed

Fleet Operations

Can AI Replace Fleet Operations?

Modeled signal: 53% · AI-Exposed

Flight Attendant

Can AI Replace Flight Attendant?

Modeled signal: 51% · AI-Exposed

Forklift Operator

Can AI Replace Forklift Operator?

Modeled signal: 55% · AI-Exposed

Logistics Management

Can AI Replace Logistics Management?

Modeled signal: 53% · AI-Exposed

Maritime Operations

Can AI Replace Maritime Operations?

Modeled signal: 48% · AI-Exposed

Supply Chain Management

Can AI Replace Supply Chain Management?

Modeled signal: 53% · AI-Exposed

Train Operator

Can AI Replace Train Operator?

Modeled signal: 55% · AI-Exposed

Truck Driving

Can AI Replace Truck Driving?

Modeled signal: 48% · AI-Exposed