🚨 Automation Vulnerability Index

الوظائف الأكثر عرضة لمخاطر الذكاء الاصطناعي

المهن الأكثر تأثراً بالخوارزميات والذكاء الاصطناعي التوليدي.

🚨 Highest Risk 🛡️ Safest Jobs 📈 Future Demand ⚡ AI-Resistant

Data Entry Clerk

Administration & Office
96%

Data entry clerks type information from paper documents, spreadsheets, and audio files into computer databases.

AI Impact 98%
Human Advantage 22%

Telemarketer / Outbound Sales Rep

Sales & Customer Service
93%

Telemarketers place cold calls to consumers to sell products, solicit donations, or gather market research data.

AI Impact 96%
Human Advantage 31%

Retail Cashier / Store Associate

Sales & Customer Service
89%

Cashiers scan items, process cash and card payments, bag merchandise, and provide basic customer assistance in stores.

AI Impact 94%
Human Advantage 34%

Title examiners search public and private real estate records to verify legal ownership and uncover tax liens or encumbrances.

AI Impact 95%
Human Advantage 35%

Bookkeeper / Accounting Clerk

Finance & Accounting
88%

Bookkeepers record financial transactions, balance accounts payable/receivable, and post debits and credits into software.

AI Impact 93%
Human Advantage 38%
88%

Proofreaders review written material for spelling, grammar, punctuation, typographic, and stylistic errors before publication.

AI Impact 95%
Human Advantage 37%

Tax Preparer

Finance & Accounting
84%

Tax preparers calculate, prepare, and file federal, state, and local tax returns for individuals and small businesses.

AI Impact 91%
Human Advantage 42%

Corporate & Luxury Travel Agent

Sales & Customer Service
84%

Travel agents plan itineraries, book flights and accommodations, and organize custom vacations and business trips for clients.

AI Impact 93%
Human Advantage 44%

Customer Service Representative

Sales & Customer Service
82%

Customer service reps handle customer inquiries, process returns, resolve complaints, and provide product information.

AI Impact 93%
Human Advantage 45%

Insurance Underwriter

Finance & Accounting
79%

Insurance underwriters review applications for coverage, determine risk exposure, and calculate policy premiums.

AI Impact 90%
Human Advantage 46%

Warehouse Logistics Associate

Transportation & Logistics
78%

Warehouse workers pick, pack, sort, and organize inventory within fulfillment centers and distribution hubs.

AI Impact 89%
Human Advantage 41%
76%

Loan officers evaluate, authorize, or recommend approval of loan applications for individuals and businesses.

AI Impact 89%
Human Advantage 49%

Paralegals assist lawyers by researching legal precedents, organizing case files, drafting legal documents, and interviewing clients.

AI Impact 90%
Human Advantage 51%

Voice Actor / Narrator

Creative & Media
73%

Voice actors perform character voices, narration, and voiceovers for animation, video games, audiobooks, commercials, and films.

AI Impact 91%
Human Advantage 66%

Medical / Corporate Receptionist

Administration & Office
72%

Receptionists greet visitors, answer incoming phone calls, check in patients, and maintain the front desk lobby area.

AI Impact 86%
Human Advantage 54%
69%

Help desk technicians provide diagnostic support, hardware repair, software troubleshooting, and technical assistance to end users.

AI Impact 84%
Human Advantage 52%
68%

Copywriters create persuasive text for advertising campaigns, websites, email funnels, articles, and brand communications.

AI Impact 92%
Human Advantage 62%
66%

Forklift operators drive industrial trucks equipped with lifting forks to move, stack, and transport heavy pallets and raw materials.

AI Impact 81%
Human Advantage 54%

Certified Accountant / CPA

Finance & Accounting
64%

Accountants prepare, examine, and analyze financial records, ensure tax compliance, and provide strategic advisory services.

AI Impact 86%
Human Advantage 65%

Long-Haul Truck Driver

Transportation & Logistics
63%

Truck drivers transport goods and freight across regional and national highway networks in tractor-trailer rigs.

AI Impact 84%
Human Advantage 57%

AI Prompt Engineer

Technology & IT
62%

Prompt engineers craft, test, and optimize natural language prompts and context pipelines to maximize the performance of large language models.

AI Impact 92%
Human Advantage 58%

Physical Security Officer

Public Safety & Defense
61%

Security guards patrol properties, monitor CCTV surveillance systems, inspect access points, and protect facilities from unauthorized entry.

AI Impact 81%
Human Advantage 55%

Medical Laboratory Technician

Healthcare & Medicine
59%

Lab technicians analyze body fluids, tissue samples, and chemical compounds to support medical diagnoses.

AI Impact 84%
Human Advantage 56%

Systems Administrator

Technology & IT
58%

Systems administrators maintain the daily operations of computer operating systems, on-premise servers, user accounts, and local network equipment.

AI Impact 77%
Human Advantage 59%

Graphic Designer

Creative & Media
58%

Graphic designers create visual concepts, branding, layouts, and illustrations to communicate ideas that inspire and captivate consumers.

AI Impact 89%
Human Advantage 70%

Last-Mile Delivery Driver / Courier

Transportation & Logistics
57%

Delivery drivers deliver packages, food, and goods from fulfillment hubs directly to residential doorsteps and businesses.

AI Impact 73%
Human Advantage 61%

Data Analyst

Technology & IT
56%

Data analysts inspect, transform, and model data to discover useful information, inform conclusions, and support business decision-making.

AI Impact 86%
Human Advantage 60%

Video Editor

Creative & Media
55%

Video editors assemble raw footage, dialogue, sound effects, graphics, and music into cohesive finished video productions.

AI Impact 84%
Human Advantage 71%

Database Administrator

Technology & IT
54%

Database administrators manage, tune, secure, and ensure optimal performance for enterprise relational and NoSQL storage systems.

AI Impact 79%
Human Advantage 61%
52%

Animators produce animations, visual effects, and character movements for film, video games, commercials, and digital media.

AI Impact 85%
Human Advantage 74%

Fine Dining Waiter / Server

Hospitality & Services
51%

Waiters take orders, serve food and beverages, answer menu questions, and ensure an exceptional dining experience.

AI Impact 67%
Human Advantage 74%

Instructional designers develop educational curricula, multimedia e-learning modules, and training programs for schools and enterprises.

AI Impact 82%
Human Advantage 72%

Pharmacist

Healthcare & Medicine
49%

Pharmacists dispense prescription medications, verify dosages, ensure drug safety, and advise patients on medicinal therapies.

AI Impact 78%
Human Advantage 69%

Executive Assistant

Administration & Office
49%

Executive assistants provide high-level administrative support for C-suite executives, managing schedules, travel, and operations.

AI Impact 76%
Human Advantage 78%

Financial Analyst

Finance & Accounting
48%

Financial analysts guide businesses and investors in making decisions about stocks, bonds, investments, and capital growth.

AI Impact 83%
Human Advantage 71%

Real Estate Agent / Broker

Sales & Customer Service
48%

Real estate agents assist clients in buying, selling, and renting residential and commercial real estate properties.

AI Impact 74%
Human Advantage 79%

Photographers capture visual moments, portraits, events, products, and commercial campaigns using cameras and lighting equipment.

AI Impact 77%
Human Advantage 78%

CNC Machinist / Toolmaker

Trades & Physical Services
46%

Machinists set up and operate computer-controlled (CNC) and manual machine tools to produce precision metal parts.

AI Impact 74%
Human Advantage 73%

Radiologist

Healthcare & Medicine
45%

Radiologists interpret medical imaging scans (X-rays, CTs, MRIs, Ultrasounds) to identify pathologies and guide clinical interventions.

AI Impact 88%
Human Advantage 74%

Compliance officers ensure that organizations adhere to legal standards, internal policies, and regulatory mandates.

AI Impact 78%
Human Advantage 75%
45%

Baristas prepare and serve custom specialty coffees, teas, and beverages while creating a warm community coffeehouse atmosphere.

AI Impact 64%
Human Advantage 76%

Journalists research, investigate, interview sources, and report on news, politics, crime, and cultural events.

AI Impact 75%
Human Advantage 86%

Music producers and audio engineers oversee the recording, sound mixing, arrangement, and mastering of music tracks and soundtracks.

AI Impact 80%
Human Advantage 81%

HR Specialist / Talent Recruiter

Administration & Office
43%

HR specialists recruit candidates, onboard employees, administer company benefits, and manage employee relations.

AI Impact 79%
Human Advantage 83%

Heavy Equipment Excavator Operator

Trades & Physical Services
42%

Heavy equipment operators operate excavators, bulldozers, graders, and cranes to move earth, dig foundations, and construct infrastructure.

AI Impact 71%
Human Advantage 81%

Network Engineer

Technology & IT
41%

Network engineers design, implement, monitor, and troubleshoot local and wide-area telecommunication networks and data links.

AI Impact 70%
Human Advantage 72%

Interior Designer

Engineering & Architecture
41%

Interior designers plan, design, and curate interior spaces to make them functional, safe, and aesthetically stunning.

AI Impact 78%
Human Advantage 84%

Fashion Designer

Creative & Media
39%

Fashion designers create original clothing, accessories, and footwear, fusing cultural trends, textile engineering, and aesthetics.

AI Impact 74%
Human Advantage 85%

Marketing Director / Manager

Management & Strategy
39%

Marketing managers direct organizations' marketing strategies, advertising budgets, customer acquisition, and brand campaigns.

AI Impact 82%
Human Advantage 83%

Software Developer

Technology & IT
38%

Software developers design, program, test, and maintain software applications, platforms, and operating systems.

AI Impact 78%
Human Advantage 76%