Compare Occupations

SUMMARY
58%
Moderate Risk
31%
Low Risk
45%
Moderate Risk
40%
Low Risk
49%
Moderate Risk
41%
Moderate Risk
JOB SCORE 2.1/10 5.4/10 4.9/10 5.6/10 4.8/10 4.2/10
POLLING
59%
(Moderate Risk, Based on 17 votes)
26%
(Low Risk, Based on 51 votes)
30%
(Low Risk, Based on 94 votes)
42%
(Moderate Risk, Based on 18 votes)
32%
(Low Risk, Based on 35 votes)
48%
(Moderate Risk, Based on 22 votes)
GROWTH
by year 2034
-2.9%
-0.8%
1.1%
6.6%
2.6%
3.4%
WAGES
$47,350
or $22.76 per hour
$71,300
or $34.28 per hour
$70,760
or $34.02 per hour
$50,620
or $24.33 per hour
$49,410
or $23.75 per hour
$53,990
or $25.95 per hour
VOLUME
as of 2024
28,260
59,990
14,680
22,170
31,940
16,570
SNOWFLAKE [?] The Snowflake is a visual summary of the five badges: Automation Risk (calculated), Risk (polled), Growth, Wages and Volume. It gives you an instant snapshot of an occupations profile. The colour of the Snowflake relates to its size. The better the occupation scores in relation to others, the larger and greener the Snowflake becomes. Snowflake diagram for Coin, Vending, and Amusement Machine Servicers and Repairers Snowflake diagram for Electrical and Electronics Repairers, Commercial and Industrial Equipment Snowflake diagram for Electro-Mechanical and Mechatronics Technologists and Technicians Snowflake diagram for Audiovisual Equipment Installers and Repairers Snowflake diagram for Home Appliance Repairers Snowflake diagram for Electric Motor, Power Tool, and Related Repairers
DESCRIPTION Install, service, adjust, or repair coin, vending, or amusement machines including video games, juke boxes, pinball machines, or slot machines. Repair, test, adjust, or install electronic equipment, such as industrial controls, transmitters, and antennas. Operate, test, maintain, or adjust unmanned, automated, servomechanical, or electromechanical equipment. May operate unmanned submarines, aircraft, or other equipment to observe or record visual information at sites such as oil rigs, crop fields, buildings, or for similar infrastructure, deep ocean exploration, or hazardous waste removal. May assist engineers in testing and designing robotics equipment. Install, repair, or adjust audio or television receivers, stereo systems, camcorders, video systems, or other electronic entertainment equipment in homes or other venues. May perform routine maintenance. Repair, adjust, or install all types of electric or gas household appliances, such as refrigerators, washers, dryers, and ovens. Repair, maintain, or install electric motors, wiring, or switches.

Compare Occupations Side by Side

Curious how automation and AI could affect your career? Our comparison tool lets you view two or more jobs side by side, helping you quickly spot differences in risk level, pay, growth, and popularity. All of this is based on a mix of academic research, user polling, and official labour data.

Automation Risk

Each occupation shows a probability of automation. A higher score means machines and algorithms are more likely to take over the role in the future.

Job Score

A quick summary of how a job performs overall — factoring in wages, growth, volume, and automation risk. It’s a handy way to see the bigger picture at a glance.

Polling Data

Thousands of visitors cast their votes on how “automatable” each job feels. These community insights are shown alongside the calculated probabilities.

Growth & Wages

See how fast each occupation is projected to grow and what people earn on average. High wages don’t always mean high security — automation risk still matters.

Volume of Workers

Explore how many people currently work in each occupation and in which year the data was recorded. Popularity can affect how disruptive automation will be for the wider economy.

The Snowflake Diagram

Each snowflake visualises the balance between automation risk, wages, growth, and job volume. Bigger and greener areas mean stronger performance in that dimension.

Use this comparison page to research careers, guide students, or simply explore the future of work. All data is regularly updated to keep the results relevant.