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Profession Automation Rankings, 2026

Live rankings across the seed corpus. Each chart is computed from the same multi-source 2026 dataset used by the main risk-check tool.

Most exposed professions

Top 20 by composite 5-year score.

1
Computer Programmer
75%
2
Customer Service Representative
70%
3
Medical Records Specialist
67%
4
Data Entry Keyer
67%
5
Market Research Analyst
65%
6
Medical Transcriptionist
64%
7
Sales Representative Wholesale And Manufacturing Except Technical And Scientific Products
63%
8
Database Architect
58%
9
Financial And Investment Analyst
57%
10
Software Quality Assurance Analyst Or Tester
52%
11
Statistical Assistant
51%
12
Cybersecurity Analyst
49%
13
Web Developer
48%
14
Mathematical Science Occupations All Other
48%
15
Computer User Support Specialist
47%
16
Technical Writer
47%
17
Data Analyst
46%
18
Desktop Publisher
46%
19
Political Scientist
45%
20
Public Relations Specialist
45%

Least exposed professions

Top 20 lowest composite 5-year score — physical, interpersonal and high-trust roles dominate.

1
Tank Car Truck And Ship Loader
0%
2
Refuse And Recyclable Material Collector
0%
3
Wellhead Pumper
0%
4
Pump Operator Except Wellhead Pumper
0%
5
Gas Compressor And Gas Pumping Station Operator
0%
6
Stocker Or Order Filler
0%
7
Packer Or Packager Hand
0%
8
Machine Feeder Or Offbearer
0%
9
Laborer And Freight Stock And Material Mover Hand
0%
10
Cleaner Of Vehicles And Equipment
0%
11
Industrial Truck And Tractor Operator
0%
12
Hoist And Winch Operator
0%
13
Dredge Operator
0%
14
Crane And Tower Operator
0%
15
Conveyor Operator And Tender
0%
16
Transportation Inspector
0%
17
Traffic Technician
0%
18
Automotive And Watercraft Service Attendant
0%
19
Parking Attendant
0%
20
Bridge And Lock Tender
0%

Most-searched on Tembrica

Last 30 days. Refreshed hourly.

1 Software Developer 6 × 29%
2 Marketing Manager 5 × 32%
3 Data Scientist 5 × 43%
4 Computer Programmer 5 × 75%
5 Actuary 5 × 5%
6 Community Health Worker 4 × 0%
7 Special Effects Artist Or Animator 4 × 36%
8 Musician 3 × 0%
9 General Practitioner 3 × 8%
10 Anesthesiologist 3 × 0%

Growth vs. risk (2024–2034)

BLS-projected employment growth on the X-axis, composite risk on the Y. Top-left = shrinking + high-risk (worst quadrant). Bottom-right = growing + low-risk (safest quadrant).

-30% -15% 0% +15% +30% 0 25 50 75 100 Growth 2024–2034 (%) Composite risk (%) Chief Executive — growth +4.3%, risk 3% General Manager — growth +4.4%, risk 14% Legislator — growth +3.4%, risk 0% Advertising And Promotions Manager — growth -2.2%, risk 17% Marketing Manager — growth +6.6%, risk 32% Sales Manager — growth +4.7%, risk 4% Public Relations Manager — growth +5.0%, risk 23% Administrative Services Manager — growth +4.6%, risk 0% Facilities Manager — growth +3.8%, risk 13% IT Manager — growth +15.2%, risk 16% Financial Manager — growth +14.8%, risk 39% Industrial Production Manager — growth +1.9%, risk 1% Purchasing Manager — growth +3.1%, risk 20% Transportation Storage And Distribution Manager — growth +6.1%, risk 10% Compensation And Benefits Manager — growth +0.2%, risk 0% Human Resources Manager — growth +5.0%, risk 0% Training And Development Manager — growth +5.8%, risk 38% Farmer Rancher And Other Agricultural Manager — growth -1.3%, risk 0% Construction Manager — growth +8.7%, risk 12% Education And Childcare Administrator Preschool And Daycare — growth -2.5%, risk 4% Education Administrator Kindergarten Through Secondary — growth -1.5%, risk 5% Education Administrator Postsecondary — growth +1.7%, risk 6% Architectural And Engineering Manager — growth +3.8%, risk 3% Food Service Manager — growth +6.4%, risk 0% Gambling Manager — growth +1.2%, risk 0% Lodging Manager — growth +3.4%, risk 12% Medical And Health Services Manager — growth +23.2%, risk 7% Natural Sciences Manager — growth +3.7%, risk 6% Postmaster Or Mail Superintendent — growth -3.5%, risk 0% Property Real Estate And Community Association Manager — growth +3.6%, risk 17% Social And Community Service Manager — growth +6.4%, risk 18% Emergency Management Director — growth +3.0%, risk 0% Funeral Home Manager — growth +4.1%, risk 1% Personal Service Manager All Other — growth +6.5%, risk 12% Manager All Other — growth +4.5%, risk 7% Agent Or Business Manager Of Artists Performers And Athletes — growth +8.7%, risk 12% Claims Adjuster Examiner And Investigator — growth -5.1%, risk 8% Insurance Appraiser Auto Damage — growth -8.2%, risk 0% Compliance Officer — growth +3.0%, risk 12% Cost Estimator — growth -4.2%, risk 0% Human Resources Specialist — growth +6.2%, risk 40% Farm Labor Contractor — growth +6.0%, risk 0% Labor Relations Specialist — growth -0.1%, risk 0% Logistician — growth +16.7%, risk 16% Management Analyst — growth +8.8%, risk 24% Meeting Convention And Event Planner — growth +4.8%, risk 10% Fundraiser — growth +4.3%, risk 5% Compensation Benefits And Job Analysis Specialist — growth +5.3%, risk 6% Training And Development Specialist — growth +10.8%, risk 28% Market Research Analyst — growth +6.7%, risk 65% Business Operations Specialist All Other — growth +3.0%, risk 18% Accountant — growth +4.6%, risk 35% Financial Analyst — growth +1.0%, risk 7% Credit Analyst — growth -4.4%, risk 17% Financial And Investment Analyst — growth +5.7%, risk 57% Personal Financial Advisor — growth +9.6%, risk 35% Insurance Underwriter — growth -2.6%, risk 6% Financial Risk Specialist — growth +6.5%, risk 26% Financial Examiner — growth +18.5%, risk 4% Credit Counselor — growth +3.3%, risk 23% Loan Officer — growth +1.7%, risk 19% Tax Examiner And Collector And Revenue Agent — growth -1.8%, risk 3% Tax Preparer — growth +4.5%, risk 13% Financial Specialist All Other — growth +3.1%, risk 22% Computer Systems Analyst — growth +8.7%, risk 28% Cybersecurity Analyst — growth +28.5%, risk 49% Computer And Information Research Scientist — growth +19.7%, risk 34% Computer Network Support Specialist — growth +1.8%, risk 29% Computer User Support Specialist — growth -3.7%, risk 47% Computer Network Architect — growth +11.9%, risk 20% Database Administrator — growth -0.7%, risk 33% Database Architect — growth +8.7%, risk 58% Network And Computer Systems Administrator — growth -4.2%, risk 34% Computer Programmer — growth -6.0%, risk 75% Software Developer — growth +15.8%, risk 29% Software Quality Assurance Analyst Or Tester — growth +10.0%, risk 52% Web Developer — growth +7.5%, risk 48% Web And Digital Interface Designer — growth +7.0%, risk 25% Computer Occupations All Other — growth +8.2%, risk 31% Actuary — growth +21.8%, risk 5% Mathematician — growth -0.7%, risk 42% Data Scientist — growth +21.5%, risk 43% Statistician — growth +8.5%, risk 21% Data Analyst — growth +33.5%, risk 46% Mathematical Science Occupations All Other — growth +4.0%, risk 48% Architect Except Landscape And Naval — growth +3.9%, risk 8% Landscape Architect — growth +3.5%, risk 0% Cartographer Or Photogrammetrist — growth +6.4%, risk 8% Surveyor — growth +4.4%, risk 0% Aerospace Engineer — growth +6.1%, risk 8% Agricultural Engineer — growth +5.9%, risk 0% Bioengineer Or Biomedical Engineer — growth +5.2%, risk 13% Chemical Engineer — growth +2.6%, risk 0% Civil Engineer — growth +5.0%, risk 1% Computer Hardware Engineer — growth +7.3%, risk 15% Electrical Engineer — growth +7.2%, risk 6% Electronics Engineer Except Computer — growth +6.2%, risk 10% Environmental Engineer — growth +3.9%, risk 4% Health And Safety Engineer Except Mining Safety Engineers And Inspectors — growth +4.4%, risk 0% Industrial Engineer — growth +11.0%, risk 4% Marine Engineer Or Naval Architect — growth +5.8%, risk 4% Materials Engineer — growth +5.7%, risk 0% Mechanical Engineer — growth +9.1%, risk 8% Mining And Geological Engineer Including Mining Safety Engineers — growth +0.7%, risk 0% Nuclear Engineer — growth -1.1%, risk 0% Petroleum Engineer — growth +1.3%, risk 0% Engineer All Other — growth +2.1%, risk 7% Architectural And Civil Drafter — growth +4.1%, risk 0% Electrical And Electronics Drafter — growth -5.6%, risk 9% Mechanical Drafter — growth -6.5%, risk 0% Aerospace Engineering And Operations Technologist And Technician — growth +8.1%, risk 0% Civil Engineering Technologist And Technician — growth +2.1%, risk 8% Electrical And Electronic Engineering Technologist And Technician — growth +0.6%, risk 2% Electro Mechanical And Mechatronics Technologist And Technician — growth +1.1%, risk 0% Environmental Engineering Technologist And Technician — growth +1.2%, risk 10% Industrial Engineering Technologist And Technician — growth +1.7%, risk 0% Mechanical Engineering Technologist And Technician — growth 0.0%, risk 7% Engineering Technologist And Technician Except Drafters All Other — growth +1.5%, risk 0% Surveying And Mapping Technician — growth +4.5%, risk 0% Animal Scientist — growth +5.8%, risk 0% Food Scientist Or Technologist — growth +6.5%, risk 0% Soil And Plant Scientist — growth +5.4%, risk 5% Biochemist Or Biophysicist — growth +5.8%, risk 8% Microbiologist — growth +4.1%, risk 10% Zoologist Or Wildlife Biologist — growth +1.6%, risk 6% Biological Scientist All Other — growth +1.2%, risk 25% Conservation Scientist — growth +3.4%, risk 0% Forester — growth +1.2%, risk 0% Epidemiologist — growth +16.2%, risk 0% Medical Scientist Except Epidemiologist — growth +8.7%, risk 4% Astronomer — growth +2.2%, risk 38% Physicist — growth +4.0%, risk 27% Atmospheric And Space Scientist — growth +0.7%, risk 4% Chemist — growth +4.9%, risk 26% Materials Scientist — growth +4.9%, risk 18% Environmental Scientist Or Specialist Including Health — growth +4.4%, risk 5% Geoscientist Except Hydrologists And Geographers — growth +3.2%, risk 4% Hydrologist — growth -0.1%, risk 7% Physical Scientist All Other — growth +0.6%, risk 4% Economist — growth +1.2%, risk 24% Survey Researcher — growth -5.2%, risk 43% Industrial Organizational Psychologist — growth +6.3%, risk 16% Clinical And Counseling Psychologist — growth +11.2%, risk 6% School Psychologist — growth +0.7%, risk 5% Psychologist All Other — growth +4.3%, risk 0% Sociologist — growth +3.6%, risk 38% Urban And Regional Planner — growth +3.4%, risk 10% Anthropologist Or Archeologist — growth +3.7%, risk 14% Geographer — growth -3.1%, risk 11% Historian — growth +2.2%, risk 3% Political Scientist — growth -3.1%, risk 45% Social Scientist Or Related Worker All Other — growth -1.7%, risk 3% Agricultural Technician — growth +4.3%, risk 1% Food Science Technician — growth +4.8%, risk 20% Biological Technician — growth +3.5%, risk 6% Chemical Technician — growth +3.7%, risk 31% Environmental Science And Protection Technician Including Health — growth +4.0%, risk 14% Geological Technician Except Hydrologic Technician — growth +1.5%, risk 23% Nuclear Technician — growth -7.7%, risk 0% Social Science Research Assistant — growth +4.4%, risk 44% Forest And Conservation Technician — growth -3.2%, risk 2% Forensic Science Technician — growth +12.8%, risk 0% Life Physical And Social Science Technician All Other — growth +3.5%, risk 10% Occupational Health And Safety Specialist — growth +12.5%, risk 0% Occupational Health And Safety Technician — growth +8.5%, risk 0% Educational Guidance And Career Counselor And Advisor — growth +3.5%, risk 12% Marriage And Family Therapist — growth +12.6%, risk 0% Rehabilitation Counselor — growth +1.4%, risk 0% Social Worker — growth +3.4%, risk 1% Healthcare Social Worker — growth +7.7%, risk 9% Mental Health Counselor — growth +9.7%, risk 0% Health Education Specialist — growth +4.5%, risk 14% Probation Officer Or Correctional Treatment Specialist — growth +2.6%, risk 0% Social And Human Service Assistant — growth +6.4%, risk 0% Community Health Worker — growth +11.3%, risk 0% Clergy — growth +1.0%, risk 11% Director Religious Activities And Education — growth +2.1%, risk 15% Lawyer — growth +4.1%, risk 17% Judicial Law Clerk — growth +2.5%, risk 17% Administrative Law Judge Adjudicator And Hearing Officer — growth -0.7%, risk 30% Arbitrator Mediator And Conciliator — growth +4.3%, risk 24% Judge Magistrate Judge And Magistrate — growth +2.5%, risk 31% Paralegal — growth +0.2%, risk 29% Title Examiner Abstractor And Searcher — growth +2.0%, risk 2% Business Teacher Postsecondary — growth +5.7%, risk 31% Computer Science Teacher Postsecondary — growth +5.3%, risk 24% Mathematical Science Teacher Postsecondary — growth +2.3%, risk 43% Architecture Teacher Postsecondary — growth +2.0%, risk 0% Engineering Teacher Postsecondary — growth +8.1%, risk 36% Agricultural Sciences Teacher Postsecondary — growth +4.1%, risk 0% Biological Science Teacher Postsecondary — growth +7.3%, risk 29% Forestry And Conservation Science Teacher Postsecondary — growth +4.0%, risk 2% Atmospheric Earth Marine And Space Sciences Teacher Postsecondary — growth +2.6%, risk 4% Chemistry Teacher Postsecondary — growth +2.2%, risk 22% Environmental Science Teacher Postsecondary — growth +2.9%, risk 2% Physics Teacher Postsecondary — growth +2.5%, risk 0% Anthropology And Archeology Teacher Postsecondary — growth +2.7%, risk 2% Area Ethnic And Cultural Studies Teacher Postsecondary — growth +2.4%, risk 0% Economics Teacher Postsecondary — growth +2.1%, risk 0% Geography Teacher Postsecondary — growth +3.3%, risk 0% Political Science Teacher Postsecondary — growth +2.0%, risk 0% Psychology Teacher Postsecondary — growth +3.6%, risk 32% Sociology Teacher Postsecondary — growth +2.1%, risk 0% Health Specialties Teacher Postsecondary — growth +17.3%, risk 30% Nursing Instructor Or Teacher Postsecondary — growth +16.8%, risk 19% Education Teacher Postsecondary — growth +2.1%, risk 26% Library Science Teacher Postsecondary — growth +3.0%, risk 2% Criminal Justice And Law Enforcement Teacher Postsecondary — growth +2.0%, risk 0% Law Teacher Postsecondary — growth +2.2%, risk 0% Social Work Teacher Postsecondary — growth +2.3%, risk 0% Art Drama And Music Teacher Postsecondary — growth +1.7%, risk 21% Communications Teacher Postsecondary — growth +2.1%, risk 21% English Language And Literature Teacher Postsecondary — growth 0.0%, risk 36% Foreign Language And Literature Teacher Postsecondary — growth -0.2%, risk 24% History Teacher Postsecondary — growth -0.2%, risk 10% Philosophy And Religion Teacher Postsecondary — growth +0.7%, risk 22% Family And Consumer Sciences Teacher Postsecondary — growth +3.4%, risk 0% Recreation And Fitness Studies Teacher Postsecondary — growth +2.4%, risk 11% Career Technical Education Teacher Postsecondary — growth +0.7%, risk 16% Preschool Teacher — growth +4.1%, risk 0% Kindergarten Teacher Except Special Education — growth -1.6%, risk 0% Elementary School Teacher — growth -2.0%, risk 10% Middle School Teacher Except Special And Career Technical Education — growth -2.0%, risk 30% Career Technical Education Teacher Middle School — growth -2.0%, risk 0% Secondary School Teacher Except Special And Career Technical Education — growth -1.6%, risk 29% Career Technical Education Teacher Secondary School — growth -1.8%, risk 0% Special Education Teacher Preschool — growth +1.4%, risk 1% Special Education Teacher Middle School — growth -1.9%, risk 13% Special Education Teacher Secondary School — growth -1.6%, risk 10% Special Education Teacher All Other — growth +1.1%, risk 3% Adult Basic Education Adult Secondary Education And English As A Second Language Instructor — growth -13.7%, risk 6% Self Enrichment Teacher — growth +3.7%, risk 7% Tutor — growth +0.6%, risk 41% Archivist — growth +3.8%, risk 13% Curator — growth +7.0%, risk 41% Museum Technician Or Conservator — growth +5.4%, risk 0% Librarian Or Media Collections Specialist — growth +1.7%, risk 20% Library Technician — growth -6.8%, risk 5% Farm And Home Management Educator — growth -2.5%, risk 0% Instructional Coordinator — growth +1.3%, risk 30% Teaching Assistant Postsecondary — growth +3.1%, risk 10% Art Director — growth +4.2%, risk 21% Craft Artist — growth +2.1%, risk 5% Fine Artist Including Painters Sculptors And Illustrators — growth -1.2%, risk 36% Special Effects Artist Or Animator — growth +1.6%, risk 36% Commercial And Industrial Designer — growth +3.2%, risk 4% Fashion Designer — growth +2.0%, risk 6% Floral Designer — growth -5.9%, risk 0% Graphic Designer — growth +2.1%, risk 37% Interior Designer — growth +3.2%, risk 0% Merchandise Displayer Or Window Trimmer — growth +3.2%, risk 0% Set And Exhibit Designer — growth +2.3%, risk 0% Actor — growth +0.3%, risk 10% Producer Or Director — growth +4.9%, risk 9% Athlete Or Sports Competitor — growth +5.5%, risk 0% Coach Or Scout — growth +6.4%, risk 0% Umpire Referee And Other Sports Official — growth +5.7%, risk 0% Dancer — growth +4.5%, risk 0% Choreographer — growth +6.1%, risk 8% Music Director Or Composer — growth -0.3%, risk 4% Musician — growth +1.1%, risk 0% Broadcast Announcer Or Radio Disc Jockey — growth -5.5%, risk 6% News Analyst Reporter And Journalist — growth -3.9%, risk 21% Public Relations Specialist — growth +4.8%, risk 45% Editor — growth +0.6%, risk 25% Technical Writer — growth +0.9%, risk 47% Writer — growth +3.6%, risk 25% Interpreter Or Translator — growth +1.7%, risk 43% Court Reporter Or Simultaneous Captioner — growth -0.3%, risk 34% Audio And Video Technician — growth +3.3%, risk 2% Broadcast Technician — growth -2.8%, risk 2% Sound Engineering Technician — growth -1.7%, risk 0% Photographer — growth +1.8%, risk 20% Camera Operator Television Video And Film — growth +1.2%, risk 17% Film And Video Editor — growth +4.0%, risk 22% Chiropractor — growth +9.5%, risk 0% Dentist General — growth +4.1%, risk 3% Oral And Maxillofacial Surgeon — growth +4.1%, risk 0% Orthodontist — growth +4.4%, risk 0% Prosthodontist — growth +4.5%, risk 0% Dietitian Or Nutritionist — growth +5.5%, risk 13% Optometrist — growth +8.0%, risk 0% Pharmacist — growth +4.6%, risk 9% Physician Assistant — growth +20.4%, risk 0% Podiatrist — growth +1.8%, risk 0% Occupational Therapist — growth +13.8%, risk 1% Physical Therapist — growth +10.9%, risk 2% Radiation Therapist — growth +1.9%, risk 0% Recreational Therapist — growth +3.3%, risk 0% Respiratory Therapist — growth +12.1%, risk 0% Speech Language Pathologist — growth +15.0%, risk 0% Exercise Physiologist — growth +9.5%, risk 0% Therapist All Other — growth +11.5%, risk 4% Veterinarian — growth +9.6%, risk 9% Registered Nurse — growth +4.9%, risk 6% Nurse Anesthetist — growth +8.6%, risk 0% Nurse Midwife — growth +11.1%, risk 5% Nurse Practitioner — growth +40.1%, risk 9% Audiologist — growth +9.5%, risk 0% Anesthesiologist — growth +3.2%, risk 0% Dermatologist — growth +6.4%, risk 0% Family Medicine Physician — growth +2.7%, risk 0% General Practitioner — growth +3.3%, risk 8% Neurologist — growth +5.4%, risk 0% Obstetrician Or Gynecologist — growth +1.2%, risk 7% Pediatrician General — growth +0.8%, risk 0% Physician Pathologist — growth +4.2%, risk 16% Psychiatrist — growth +6.1%, risk 0% Radiologist — growth +2.7%, risk 20% Physician All Other — growth +2.5%, risk 3% Ophthalmologist Except Pediatric — growth +4.3%, risk 0% Orthopedic Surgeon Except Pediatric — growth +4.1%, risk 0% Pediatric Surgeon — growth +1.5%, risk 0% Acupuncturist — growth +6.8%, risk 0% Dental Hygienist — growth +7.0%, risk 0% Healthcare Diagnosing Or Treating Practitioner All Other — growth +2.0%, risk 2% Cardiovascular Technologist And Technician — growth +3.0%, risk 0% Diagnostic Medical Sonographer — growth +13.0%, risk 0% Nuclear Medicine Technologist — growth +3.0%, risk 5% Radiologic Technologist And Technician — growth +4.3%, risk 0% Magnetic Resonance Imaging Technologist — growth +7.1%, risk 4% Emergency Medical Technician — growth +5.1%, risk 0% Paramedic — growth +5.0%, risk 0% Dietetic Technician — growth +2.5%, risk 24% Pharmacy Technician — growth +6.4%, risk 7% Psychiatric Technician — growth +20.0%, risk 0% Surgical Technologist — growth +4.5%, risk 0% Veterinary Technologist And Technician — growth +9.1%, risk 0% Ophthalmic Medical Technician — growth +19.8%, risk 0% Licensed Practical And Licensed Vocational Nurse — growth +2.6%, risk 0% Medical Records Specialist — growth +7.1%, risk 67% Optician Dispensing — growth +2.9%, risk 0% Orthotist Or Prosthetist — growth +13.3%, risk 0% Hearing Aid Specialist — growth +18.4%, risk 0% Health Technologist And Technician All Other — growth +5.2%, risk 4% Health Information Technologist Or Medical Registrar — growth +14.7%, risk 31% Athletic Trainer — growth +11.1%, risk 5% Genetic Counselor — growth +9.3%, risk 1% Surgical Assistant — growth +5.1%, risk 0% Healthcare Practitioner Or Technical Worker All Other — growth +3.6%, risk 0% Nursing Assistant — growth +2.3%, risk 0% Orderly — growth +3.3%, risk 0% Psychiatric Aide — growth -0.4%, risk 0% Occupational Therapy Assistant — growth +19.2%, risk 0% Occupational Therapy Aide — growth +2.5%, risk 7% Physical Therapist Assistant — growth +22.0%, risk 0% Physical Therapist Aide — growth +2.8%, risk 0% Massage Therapist — growth +15.4%, risk 0% Dental Assistant — growth +6.4%, risk 0% Medical Assistant — growth +12.5%, risk 5% Medical Equipment Preparer — growth +10.0%, risk 0% Medical Transcriptionist — growth -4.9%, risk 64% Pharmacy Aide — growth -0.1%, risk 2% Veterinary Assistant Or Laboratory Animal Caretaker — growth +8.7%, risk 2% Phlebotomist — growth +5.6%, risk 0% Healthcare Support Worker All Other — growth +3.5%, risk 0% First Line Supervisor Of Correctional Officer — growth -2.8%, risk 3% First Line Supervisor Of Police And Detectives — growth +2.9%, risk 0% First Line Supervisor Of Firefighting And Prevention Workers — growth +3.4%, risk 0% Firefighter — growth +3.4%, risk 0% Fire Inspector Or Investigator — growth +3.8%, risk 0% Forest Fire Inspector Or Prevention Specialist — growth +14.6%, risk 0% Bailiff — growth -2.2%, risk 0% Correctional Officer Or Jailer — growth -7.8%, risk 0% Detective Or Criminal Investigator — growth -0.7%, risk 4% Fish And Game Warden — growth -6.0%, risk 0% Parking Enforcement Worker — growth -1.5%, risk 0% Police Officer — growth +3.1%, risk 12% Transit And Railroad Police — growth +3.0%, risk 0% Animal Control Worker — growth +3.9%, risk 0% Private Detective Or Investigator — growth +6.0%, risk 0% Gambling Surveillance Officer Or Gambling Investigator — growth +0.3%, risk 0% Security Guard — growth +0.4%, risk 0% Crossing Guard Or Flagger — growth +3.6%, risk 0% Lifeguard Ski Patrol And Other Recreational Protective Service Worker — growth +5.8%, risk 0% Transportation Security Screener — growth -6.0%, risk 0% Protective Service Worker All Other — growth +2.5%, risk 6% Chef — growth +7.1%, risk 0% First Line Supervisor Of Food Preparation And Serving Workers — growth +6.0%, risk 6% Cook Fast Food — growth -13.5%, risk 0% Cook Institution And Cafeteria — growth +2.0%, risk 0% Cook Private Household — growth +5.1%, risk 0% Cook Restaurant — growth +14.9%, risk 1% Cook Short Order — growth -5.6%, risk 0% Food Preparation Worker — growth -3.4%, risk 0% Bartender — growth +5.9%, risk 0% Fast Food And Counter Worker — growth +6.1%, risk 0% Waiter Or Waitress — growth -0.7%, risk 0% Food Server Nonrestaurant — growth +3.0%, risk 0% Dining Room And Cafeteria Attendant And Bartender Helper — growth +6.3%, risk 0% Dishwasher — growth +0.2%, risk 0% Host And Hostess Restaurant Lounge And Coffee Shop — growth -1.5%, risk 7% First Line Supervisor Of Housekeeping And Janitorial Workers — growth +2.5%, risk 4% First Line Supervisor Of Landscaping Lawn Service And Groundskeeping Workers — growth +2.3%, risk 11% Janitor Or Cleaner Except Maids And Housekeeping Cleaners — growth +2.0%, risk 0% Maid Or Housekeeping Cleaner — growth +0.4%, risk 0% Pest Control Worker — growth +4.9%, risk 5% Landscaping And Groundskeeping Worker — growth +3.6%, risk 0% Pesticide Handler Sprayer And Applicator Vegetation — growth +3.8%, risk 0% Tree Trimmer Or Pruner — growth +3.3%, risk 0% First Line Supervisor Of Gambling Services Worker — growth +2.0%, risk 0% First Line Supervisor Of Entertainment And Recreation Workers Except Gambling Services — growth +6.3%, risk 4% First Line Supervisor Of Personal Service Worker — growth +6.7%, risk 4% Animal Trainer — growth +5.1%, risk 0% Animal Caretaker — growth +12.1%, risk 0% Gambling Dealer — growth -0.6%, risk 0% Gambling And Sports Book Writer And Runner — growth -6.1%, risk 0% Motion Picture Projectionist — growth -3.7%, risk 0% Usher Lobby Attendant And Ticket Taker — growth +1.2%, risk 0% Amusement And Recreation Attendant — growth +3.4%, risk 6% Costume Attendant — growth +5.9%, risk 0% Locker Room Coatroom And Dressing Room Attendant — growth +6.4%, risk 0% Embalmer — growth +1.3%, risk 0% Funeral Attendant — growth +3.1%, risk 0% Mortician Undertaker And Funeral Arranger — growth +3.1%, risk 0% Barber — growth +4.1%, risk 0% Hairdresser — growth +5.6%, risk 3% Makeup Artist Theatrical And Performance — growth +8.1%, risk 0% Manicurist Or Pedicurist — growth +7.0%, risk 0% Shampooer — growth +5.5%, risk 0% Skincare Specialist — growth +6.7%, risk 0% Baggage Porter Or Bellhop — growth -1.6%, risk 7% Concierge — growth +2.3%, risk 19% Childcare Worker — growth -2.9%, risk 1% Exercise Trainer Or Group Fitness Instructor — growth +11.9%, risk 0% Recreation Worker — growth +4.1%, risk 0% Residential Advisor — growth +3.8%, risk 7% First Line Supervisor Of Retail Sales Worker — growth -5.0%, risk 26% First Line Supervisor Of Non Retail Sales Worker — growth 0.0%, risk 23% Cashier — growth -9.9%, risk 8% Gambling Change Person Or Booth Cashier — growth -6.4%, risk 0% Counter And Rental Clerk — growth +3.2%, risk 20% Parts Salesperson — growth +3.1%, risk 0% Retail Salesperson — growth -0.5%, risk 32% Advertising Sales Agent — growth -6.4%, risk 15% Insurance Sales Agent — growth +3.7%, risk 32% Securities Commodities And Financial Services Sales Agent — growth +3.3%, risk 44% Travel Agent — growth +2.2%, risk 41% Sales Representative Wholesale And Manufacturing Technical And Scientific Products — growth +1.9%, risk 27% Sales Representative Wholesale And Manufacturing Except Technical And Scientific Products — growth +0.3%, risk 63% Demonstrator Or Product Promoter — growth -0.1%, risk 8% Model — growth -0.5%, risk 0% Real Estate Broker — growth +3.3%, risk 26% Real Estate Sales Agent — growth +3.1%, risk 28% Sales Engineer — growth +5.5%, risk 32% Telemarketer — growth -22.1%, risk 29% Door To Door Sales Worker News And Street Vendor And Related Worker — growth -10.0%, risk 18% First Line Supervisor Of Office And Administrative Support Workers — growth -0.3%, risk 19% Switchboard Operator Including Answering Service — growth -26.3%, risk 39% Telephone Operator — growth -27.5%, risk 0% Bill And Account Collector — growth -10.5%, risk 30% Billing And Posting Clerk — growth -0.4%, risk 19% Bookkeeping Clerk — growth -5.8%, risk 31% Gambling Cage Worker — growth -5.0%, risk 7% Payroll And Timekeeping Clerk — growth -16.7%, risk 5% Procurement Clerk — growth -8.7%, risk 24% Teller — growth -12.9%, risk 2% Brokerage Clerk — growth -9.5%, risk 17% Correspondence Clerk — growth -5.6%, risk 28% Court Municipal And License Clerk — growth +3.0%, risk 10% Credit Authorizer Checker And Clerk — growth -6.2%, risk 13% Customer Service Representative — growth -5.5%, risk 70% Eligibility Interviewer Government Program — growth +1.0%, risk 6% File Clerk — growth -15.9%, risk 16% Hotel Motel And Resort Desk Clerk — growth +3.7%, risk 17% Interviewer Except Eligibility And Loan — growth -11.6%, risk 39% Library Assistant Clerical — growth -6.7%, risk 10% Loan Interviewer Or Clerk — growth -2.3%, risk 20% New Account Clerk — growth -13.2%, risk 0% Order Clerk — growth -17.2%, risk 7% Human Resources Assistant Except Payroll And Timekeeping — growth -7.1%, risk 40% Receptionist Or Information Clerk — growth 0.0%, risk 43% Reservation And Transportation Ticket Agent And Travel Clerk — growth +2.8%, risk 25% Cargo And Freight Agent — growth +8.5%, risk 2% Courier Or Messenger — growth +8.2%, risk 4% Public Safety Telecommunicator — growth +3.5%, risk 5% Dispatcher Except Police Fire And Ambulance — growth -0.9%, risk 23% Meter Reader Utilities — growth -12.0%, risk 0% Postal Service Clerk — growth -3.5%, risk 0% Postal Service Mail Carrier — growth -3.5%, risk 0% Postal Service Mail Sorter Processor And Processing Machine Operator — growth -8.4%, risk 0% Production Planning And Expediting Clerk — growth -1.8%, risk 9% Shipping Receiving And Inventory Clerk — growth -7.7%, risk 0% Weigher Measurer Checker And Sampler Recordkeeping — growth -4.8%, risk 0% Executive Secretary Or Executive Administrative Assistant — growth -1.6%, risk 23% Legal Secretary Or Administrative Assistant — growth -5.8%, risk 0% Medical Secretary Or Administrative Assistant — growth +4.2%, risk 36% Secretary — growth -1.6%, risk 45% Data Entry Keyer — growth -25.9%, risk 67% Word Processor Or Typist — growth -36.1%, risk 24% Desktop Publisher — growth -12.4%, risk 46% Insurance Claims And Policy Processing Clerk — growth -3.7%, risk 15% Mail Clerk Or Mail Machine Operator Except Postal Service — growth -6.6%, risk 0% Office Clerk General — growth -6.7%, risk 45% Office Machine Operator Except Computer — growth -15.2%, risk 2% Proofreader Or Copy Marker — growth -0.6%, risk 18% Statistical Assistant — growth -2.5%, risk 51% First Line Supervisor Of Farming Fishing And Forestry Workers — growth +2.5%, risk 0% Agricultural Inspector — growth +1.5%, risk 0% Animal Breeder — growth +2.4%, risk 0% Grader Or Sorter Agricultural Products — growth -5.4%, risk 0% Agricultural Equipment Operator — growth +7.7%, risk 0% Farmworker — growth -3.3%, risk 2% Farmworker Farm Ranch And Aquacultural Animals — growth -5.0%, risk 0% Forest And Conservation Worker — growth -4.7%, risk 0% Faller — growth -7.3%, risk 0% Logging Equipment Operator — growth -1.4%, risk 0% Log Grader Or Scaler — growth -0.7%, risk 0% First Line Supervisor Of Construction Trades And Extraction Workers — growth +5.3%, risk 3% Boilermaker — growth -2.4%, risk 0% Brickmason Or Blockmason — growth +3.2%, risk 0% Stonemason — growth -3.0%, risk 0% Carpenter — growth +4.5%, risk 0% Carpet Installer — growth -9.6%, risk 0% Floor Layer Except Carpet Wood And Hard Tiles — growth +9.5%, risk 0% Floor Sander Or Finisher — growth +2.6%, risk 0% Tile And Stone Setter — growth +10.1%, risk 0% Cement Mason Or Concrete Finisher — growth +1.8%, risk 0% Terrazzo Worker Or Finisher — growth -11.1%, risk 0% Construction Worker — growth +7.3%, risk 3% Paving Surfacing And Tamping Equipment Operator — growth +3.2%, risk 0% Pile Driver Operator — growth +4.3%, risk 0% Operating Engineer Or Other Construction Equipment Operator — growth +3.6%, risk 0% Drywall And Ceiling Tile Installer — growth +4.2%, risk 0% Taper — growth +0.1%, risk 0% Electrician — growth +9.5%, risk 0% Glazier — growth +3.3%, risk 0% Insulation Worker Floor Ceiling And Wall — growth +3.8%, risk 0% Insulation Worker Mechanical — growth +4.7%, risk 4% Painter Construction And Maintenance — growth +3.8%, risk 0% Paperhanger — growth +5.3%, risk 0% Pipelayer — growth -4.1%, risk 0% Plumber — growth +4.5%, risk 1% Plasterer Or Stucco Mason — growth +4.1%, risk 0% Reinforcing Iron And Rebar Worker — growth +4.6%, risk 0% Roofer — growth +5.9%, risk 2% Sheet Metal Worker — growth +2.4%, risk 0% Structural Iron And Steel Worker — growth +4.4%, risk 5% Solar Photovoltaic Installer — growth +42.1%, risk 0% Helper Brickmason Blockmason Stonemason And Tile And Marble Setter — growth -10.5%, risk 0% Helper Carpenter — growth +4.5%, risk 0% Helper Electrician — growth +0.2%, risk 0% Helper Painter Paperhanger Plasterer And Stucco Mason — growth +2.3%, risk 0% Helper Pipelayer Plumber Pipefitter And Steamfitter — growth +4.9%, risk 0% Helper Roofer — growth +5.7%, risk 0% Construction And Building Inspector — growth -0.8%, risk 5% Elevator And Escalator Installer And Repairer — growth +5.0%, risk 0% Fence Erector — growth +4.6%, risk 0% Hazardous Materials Removal Worker — growth +1.0%, risk 0% Highway Maintenance Worker — growth +3.0%, risk 0% Rail Track Laying And Maintenance Equipment Operator — growth +1.6%, risk 0% Septic Tank Servicer Or Sewer Pipe Cleaner — growth +7.6%, risk 0% Derrick Operator Oil And Gas — growth +0.5%, risk 0% Rotary Drill Operator Oil And Gas — growth +0.2%, risk 0% Service Unit Operator Oil And Gas — growth +0.4%, risk 0% Excavating And Loading Machine And Dragline Operator Surface Mining — growth -0.4%, risk 0% Earth Driller Except Oil And Gas — growth +2.9%, risk 0% Explosives Worker Ordnance Handling Expert And Blaster — growth -0.9%, risk 0% Continuous Mining Machine Operator — growth +0.6%, risk 0% Roof Bolter Mining — growth -34.2%, risk 0% Loading And Moving Machine Operator Underground Mining — growth -22.3%, risk 0% Rock Splitter Quarry — growth +4.4%, risk 0% Roustabout Oil And Gas — growth +2.5%, risk 0% Helper Extraction Worker — growth -1.7%, risk 0% First Line Supervisor Of Mechanics Installers And Repairers — growth +3.1%, risk 10% Computer Automated Teller And Office Machine Repairer — growth -0.9%, risk 11% Radio Cellular And Tower Equipment Installer And Repairer — growth +8.6%, risk 0% Telecommunications Equipment Installer And Repairer Except Line Installers — growth -4.2%, risk 3% Avionic Technician — growth +8.2%, risk 0% Electric Motor Power Tool And Related Repairer — growth +3.4%, risk 0% Electrical And Electronics Installer And Repairer Transportation Equipment — growth +6.1%, risk 0% Electrical And Electronics Repairer Commercial And Industrial Equipment — growth -0.8%, risk 0% Electrical And Electronics Repairer Powerhouse Substation And Relay — growth +5.5%, risk 0% Electronic Equipment Installer And Repairer Motor Vehicles — growth -13.6%, risk 0% Audiovisual Equipment Installer And Repairer — growth +6.6%, risk 0% Security And Fire Alarm Systems Installer — growth +10.4%, risk 3% Aircraft Mechanic And Service Technician — growth +4.0%, risk 0% Automotive Body And Related Repairer — growth +1.6%, risk 0% Automotive Glass Installer And Repairer — growth +3.6%, risk 0% Auto Mechanic — growth +4.2%, risk 0% Bus And Truck Mechanic And Diesel Engine Specialist — growth +2.4%, risk 0% Farm Equipment Mechanic And Service Technician — growth +11.0%, risk 0% Mobile Heavy Equipment Mechanic Except Engines — growth +5.8%, risk 0% Rail Car Repairer — growth +2.8%, risk 0% Motorboat Mechanic And Service Technician — growth +6.0%, risk 0% Motorcycle Mechanic — growth +5.3%, risk 0% Outdoor Power Equipment And Other Small Engine Mechanic — growth +2.5%, risk 0% Bicycle Repairer — growth -2.3%, risk 0% Recreational Vehicle Service Technician — growth +11.5%, risk 0% Tire Repairer And Changer — growth +5.7%, risk 0% Mechanical Door Repairer — growth +11.4%, risk 0% Control And Valve Installer And Repairer Except Mechanical Door — growth +1.3%, risk 0% Heating Air Conditioning And Refrigeration Mechanic And Installer — growth +8.1%, risk 2% Home Appliance Repairer — growth +2.6%, risk 0% Industrial Machinery Mechanic — growth +16.1%, risk 2% Maintenance Worker Machinery — growth -2.8%, risk 0% Millwright — growth 0.0%, risk 0% Refractory Materials Repairer Except Brickmason — growth -16.9%, risk 0% Electrical Power Line Installer And Repairer — growth +6.6%, risk 0% Telecommunications Line Installer And Repairer — growth -3.1%, risk 0% Camera And Photographic Equipment Repairer — growth -15.1%, risk 4% Medical Equipment Repairer — growth +12.9%, risk 0% Musical Instrument Repairer And Tuner — growth +1.4%, risk 0% Watch And Clock Repairer — growth -1.1%, risk 0% Maintenance And Repair Worker General — growth +3.8%, risk 0% Wind Turbine Service Technician — growth +49.9%, risk 0% Coin Vending And Amusement Machine Servicer And Repairer — growth -2.9%, risk 0% Commercial Diver — growth +8.5%, risk 0% Locksmith And Safe Repairer — growth -8.3%, risk 0% Manufactured Building And Mobile Home Installer — growth +5.9%, risk 0% Rigger — growth +3.2%, risk 0% Signal And Track Switch Repairer — growth +1.7%, risk 0% Helper Installation Maintenance And Repair Worker — growth +2.3%, risk 0% Installation Maintenance And Repair Worker All Other — growth +2.4%, risk 0% First Line Supervisor Of Production And Operating Workers — growth +1.2%, risk 0% Aircraft Structure Surfaces Rigging And Systems Assembler — growth -14.5%, risk 5% Coil Winder Taper And Finisher — growth -6.3%, risk 0% Engine And Other Machine Assembler — growth -21.1%, risk 0% Structural Metal Fabricator And Fitter — growth -16.3%, risk 0% Fiberglass Laminator Or Fabricator — growth +4.2%, risk 0% Timing Device Assembler And Adjuster — growth -17.5%, risk 4% Baker — growth +5.6%, risk 0% Butcher Or Meat Cutter — growth +1.0%, risk 0% Meat Poultry And Fish Cutter And Trimmer — growth +5.5%, risk 0% Slaughterer Or Meat Packer — growth +2.2%, risk 0% Food And Tobacco Roasting Baking And Drying Machine Operator And Tender — growth +0.6%, risk 0% Food Batchmaker — growth +6.9%, risk 0% Food Cooking Machine Operator And Tender — growth +0.6%, risk 0% Extruding And Drawing Machine Setter Operator And Tender Metal And Plastic — growth +1.2%, risk 0% Forging Machine Setter Operator And Tender Metal And Plastic — growth -18.9%, risk 0% Rolling Machine Setter Operator And Tender Metal And Plastic — growth -8.3%, risk 0% Cutting Punching And Press Machine Setter Operator And Tender Metal And Plastic — growth -12.1%, risk 0% Drilling And Boring Machine Tool Setter Operator And Tender Metal And Plastic — growth -19.6%, risk 0% Grinding Lapping Polishing And Buffing Machine Tool Setter Operator And Tender Metal And Plastic — growth -12.0%, risk 0% Lathe And Turning Machine Tool Setter Operator And Tender Metal And Plastic — growth -13.6%, risk 0% Milling And Planing Machine Setter Operator And Tender Metal And Plastic — growth -14.4%, risk 0% Machinist — growth 0.0%, risk 0% Metal Refining Furnace Operator And Tender — growth -2.3%, risk 0% Pourer Or Caster Metal — growth -4.7%, risk 0% Model Maker Metal And Plastic — growth -18.2%, risk 0% Patternmaker Metal And Plastic — growth -24.4%, risk 0% Foundry Mold And Coremaker — growth -25.9%, risk 0% Molding Coremaking And Casting Machine Setter Operator And Tender Metal And Plastic — growth -3.8%, risk 0% Multiple Machine Tool Setter Operator And Tender Metal And Plastic — growth -0.5%, risk 0% Tool And Die Maker — growth -10.8%, risk 0% Welder Cutter Solderer And Brazer — growth +2.2%, risk 0% Welding Soldering And Brazing Machine Setter Operator And Tender — growth -9.0%, risk 0% Heat Treating Equipment Setter Operator And Tender Metal And Plastic — growth -12.8%, risk 0% Layout Worker Metal And Plastic — growth -5.4%, risk 0% Plating Machine Setter Operator And Tender Metal And Plastic — growth -13.6%, risk 0% Tool Grinder Filer And Sharpener — growth -7.8%, risk 0% Prepress Technician Or Worker — growth -14.6%, risk 10% Printing Press Operator — growth -8.1%, risk 0% Print Binding And Finishing Worker — growth -16.1%, risk 0% Laundry And Dry Cleaning Worker — growth +5.4%, risk 0% Presser Textile Garment And Related Materials — growth -13.5%, risk 0% Sewing Machine Operator — growth -10.8%, risk 0% Shoe And Leather Worker And Repairer — growth -3.8%, risk 0% Shoe Machine Operator And Tender — growth -3.7%, risk 0% Sewer Hand — growth -7.0%, risk 0% Tailor Dressmaker And Custom Sewer — growth -4.5%, risk 3% Textile Bleaching And Dyeing Machine Operator And Tender — growth -10.1%, risk 2% Textile Cutting Machine Setter Operator And Tender — growth -11.7%, risk 2% Textile Knitting And Weaving Machine Setter Operator And Tender — growth -11.2%, risk 3% Textile Winding Twisting And Drawing Out Machine Setter Operator And Tender — growth -9.0%, risk 0% Extruding And Forming Machine Setter Operator And Tender Synthetic And Glass Fibers — growth -1.1%, risk 0% Fabric And Apparel Patternmaker — growth -10.2%, risk 0% Upholsterer — growth -1.8%, risk 0% Cabinetmaker Or Bench Carpenter — growth -1.6%, risk 0% Furniture Finisher — growth -3.3%, risk 0% Model Maker Wood — growth -4.5%, risk 0% Patternmaker Wood — growth -5.0%, risk 3% Sawing Machine Setter Operator And Tender Wood — growth -0.6%, risk 0% Woodworking Machine Setter Operator And Tender Except Sawing — growth -1.8%, risk 0% Nuclear Power Reactor Operator — growth -15.3%, risk 0% Power Distributor Or Dispatcher — growth -3.2%, risk 0% Power Plant Operator — growth -11.2%, risk 3% Stationary Engineer Or Boiler Operator — growth +2.2%, risk 0% Water And Wastewater Treatment Plant And System Operator — growth -6.5%, risk 0% Chemical Plant And System Operator — growth -6.1%, risk 0% Gas Plant Operator — growth -8.8%, risk 7% Petroleum Pump System Operator Refinery Operator And Gauger — growth -2.8%, risk 4% Plant And System Operator All Other — growth +1.6%, risk 0% Chemical Equipment Operator And Tender — growth +3.3%, risk 0% Separating Filtering Clarifying Precipitating And Still Machine Setter Operator And Tender — growth -4.3%, risk 0% Crushing Grinding And Polishing Machine Setter Operator And Tender — growth -2.5%, risk 4% Grinding And Polishing Worker Hand — growth -21.2%, risk 0% Mixing And Blending Machine Setter Operator And Tender — growth -6.8%, risk 0% Cutter Or Trimmer Hand — growth -18.1%, risk 0% Cutting And Slicing Machine Setter Operator And Tender — growth -2.3%, risk 3% Extruding Forming Pressing And Compacting Machine Setter Operator And Tender — growth +2.0%, risk 0% Furnace Kiln Oven Drier And Kettle Operator And Tender — growth +3.0%, risk 0% Inspector Tester Sorter Sampler And Weigher — growth 0.0%, risk 3% Jeweler And Precious Stone And Metal Worker — growth -5.5%, risk 0% Dental Laboratory Technician — growth -4.7%, risk 0% Medical Appliance Technician — growth +3.7%, risk 0% Ophthalmic Laboratory Technician — growth +2.3%, risk 0% Packaging And Filling Machine Operator And Tender — growth +4.5%, risk 0% Painting Coating And Decorating Worker — growth +1.4%, risk 0% Coating Painting And Spraying Machine Setter Operator And Tender — growth +0.7%, risk 0% Semiconductor Processing Technician — growth +10.9%, risk 0% Photographic Process Worker Or Processing Machine Operator — growth -2.6%, risk 1% Computer Numerically Controlled Tool Operator — growth -10.7%, risk 2% Computer Numerically Controlled Tool Programmer — growth +12.8%, risk 12% Adhesive Bonding Machine Operator And Tender — growth +1.0%, risk 0% Cleaning Washing And Metal Pickling Equipment Operator And Tender — growth +3.6%, risk 0% Cooling And Freezing Equipment Operator And Tender — growth +7.2%, risk 0% Etcher Or Engraver — growth -0.7%, risk 0% Molder Shaper And Caster Except Metal And Plastic — growth +6.2%, risk 0% Paper Goods Machine Setter Operator And Tender — growth -6.3%, risk 0% Tire Builder — growth +2.3%, risk 0% Helper Production Worker — growth -8.9%, risk 4% Aircraft Cargo Handling Supervisor — growth +5.2%, risk 0% Airline Pilot — growth +3.9%, risk 0% Commercial Pilot — growth +5.1%, risk 0% Air Traffic Controller — growth +1.2%, risk 0% Airfield Operations Specialist — growth +4.2%, risk 5% Flight Attendant — growth +9.2%, risk 9% Ambulance Driver Or Attendant Except Emergency Medical Technicians — growth -1.3%, risk 0% Driver Sales Worker — growth +8.8%, risk 3% Truck Driver — growth +4.0%, risk 0% Light Truck Driver — growth +7.3%, risk 0% Bus Driver School — growth +0.2%, risk 0% Bus Driver — growth +4.3%, risk 0% Shuttle Driver Or Chauffeur — growth +6.7%, risk 0% Taxi Driver — growth +11.1%, risk 0% Locomotive Engineer — growth +0.7%, risk 0% Rail Yard Engineer Dinkey Operator And Hostler — growth +0.3%, risk 0% Railroad Brake Signal And Switch Operator And Locomotive Firer — growth +1.0%, risk 0% Railroad Conductor Or Yardmaster — growth +1.1%, risk 0% Subway And Streetcar Operator — growth +3.4%, risk 0% Sailor Or Marine Oiler — growth +2.3%, risk 0% Captain Mate And Pilot Of Water Vessels — growth +0.5%, risk 0% Motorboat Operator — growth +1.4%, risk 0% Ship Engineer — growth +1.6%, risk 0% Bridge And Lock Tender — growth -3.3%, risk 0% Parking Attendant — growth +3.0%, risk 0% Automotive And Watercraft Service Attendant — growth -1.0%, risk 0% Traffic Technician — growth +3.7%, risk 0% Transportation Inspector — growth +1.7%, risk 0% Passenger Attendant — growth +4.7%, risk 12% Conveyor Operator And Tender — growth -3.4%, risk 0% Crane And Tower Operator — growth +3.0%, risk 0% Dredge Operator — growth +1.2%, risk 0% Hoist And Winch Operator — growth -1.1%, risk 0% Industrial Truck And Tractor Operator — growth +1.1%, risk 0% Cleaner Of Vehicles And Equipment — growth +3.9%, risk 0% Laborer And Freight Stock And Material Mover Hand — growth +1.5%, risk 0% Machine Feeder Or Offbearer — growth -13.0%, risk 0% Packer Or Packager Hand — growth -5.4%, risk 0% Stocker Or Order Filler — growth +8.5%, risk 0% Gas Compressor And Gas Pumping Station Operator — growth -1.3%, risk 0% Pump Operator Except Wellhead Pumper — growth +2.6%, risk 0% Wellhead Pumper — growth -4.7%, risk 0% Refuse And Recyclable Material Collector — growth +0.9%, risk 0% Tank Car Truck And Ship Loader — growth +4.3%, risk 0%

Risk by industry

Average composite risk per industry across the seed corpus.

tech
38% · 21 professions
retail
24% · 20 professions
legal
21% · 7 professions
finance
18% · 29 professions
admin
15% · 85 professions
creative
14% · 34 professions
education
13% · 57 professions
science
12% · 46 professions
healthcare
4% · 81 professions
public
3% · 33 professions
manufacturing
2% · 132 professions
hospitality
2% · 42 professions
trades
1% · 114 professions
transport
1% · 44 professions
agriculture
0% · 11 professions

Biggest prediction misses (2013 → 2026)

Where Frey & Osborne (2013) diverged most from the modern AEI 2026 estimate. Each row shows the 2013 number, the 2026 number, and the gap in percentage points.

1 Telephone Operator 2013: 97% 2026: 0% Gap 97 pp
2 Payroll And Timekeeping Clerk 2013: 98% 2026: 5% Gap 93 pp
3 Meat Poultry And Fish Cutter And Trimmer 2013: 93% 2026: 0% Gap 93 pp
4 Fast Food And Counter Worker 2013: 91% 2026: 0% Gap 91 pp
5 Cashier 2013: 97% 2026: 8% Gap 89 pp
6 Farmworker 2013: 87% 2026: 2% Gap 85 pp
7 Laborer And Freight Stock And Material Mover Hand 2013: 85% 2026: 0% Gap 85 pp
8 Truck Driver 2013: 79% 2026: 0% Gap 79 pp
9 Carpenter 2013: 71% 2026: 0% Gap 71 pp
10 Telemarketer 2013: 99% 2026: 29% Gap 70 pp
11 Construction Worker 2013: 71% 2026: 3% Gap 68 pp
12 Bus Driver 2013: 67% 2026: 0% Gap 67 pp
13 Janitor Or Cleaner Except Maids And Housekeeping Cleaners 2013: 66% 2026: 0% Gap 66 pp
14 Bookkeeping Clerk 2013: 97% 2026: 31% Gap 66 pp
15 Paralegal 2013: 94% 2026: 29% Gap 65 pp
16 Accountant 2013: 94% 2026: 35% Gap 59 pp
17 Auto Mechanic 2013: 59% 2026: 0% Gap 59 pp
18 Secretary 2013: 96% 2026: 45% Gap 51 pp
19 Office Clerk General 2013: 95% 2026: 45% Gap 50 pp
20 Special Effects Artist Or Animator 2013: 1% 2026: 36% Gap 35 pp

Augment-heavy professions

Roles where AI is mostly assisting the worker rather than replacing tasks. High augmentation share = AI changes the job without threatening it.

1
Food Scientist Or Technologist
100% augment
2
Pharmacist
100% augment
3
Obstetrician Or Gynecologist
100% augment
4
Surgical Assistant
100% augment
5
Healthcare Practitioner Or Technical Worker All Other
100% augment
6
Computer Automated Teller And Office Machine Repairer
100% augment
7
Epidemiologist
95% augment
8
Exercise Trainer Or Group Fitness Instructor
95% augment
9
Chemist
91% augment
10
Audiovisual Equipment Installer And Repairer
90% augment
11
Coach Or Scout
90% augment
12
Police Officer
86% augment
13
Airfield Operations Specialist
86% augment
14
Forest And Conservation Technician
86% augment
15
Physician Assistant
86% augment
16
Optometrist
86% augment
17
Respiratory Therapist
86% augment
18
Medical Equipment Repairer
85% augment
19
Audiologist
84% augment
20
Maintenance And Repair Worker General
84% augment