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.
Compare Occupations
| SUMMARY |
39%
Low Risk
|
27%
Low Risk
|
32%
Low Risk
|
21%
Low Risk
|
31%
Low Risk
|
34%
Low Risk
|
| JOB SCORE | 7.8/10 | 8.3/10 | 5.7/10 | 6.5/10 | 5.4/10 | 4.8/10 |
| POLLING |
23%
(Low Risk,
Based on 88 votes)
|
21%
(Low Risk,
Based on 1,322 votes)
|
41%
(Moderate Risk,
Based on 16 votes)
|
36%
(Low Risk,
Based on 30 votes)
|
26%
(Low Risk,
Based on 51 votes)
|
38%
(Low Risk,
Based on 142 votes)
|
|
GROWTH
by year 2034
|
6.6%
|
9.5%
|
42.1%
|
3.1%
|
-0.8%
|
0.6%
|
| WAGES |
$92,560
or $44.50 per hour
|
$62,350
or $29.97 per hour
|
$51,860
or $24.93 per hour
|
$78,300
or $37.64 per hour
|
$71,300
or $34.28 per hour
|
$77,180
or $37.10 per hour
|
|
VOLUME
as of 2024
|
123,680
|
742,580
|
28,280
|
600,680
|
59,990
|
92,710
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Install or repair cables or wires used in electrical power or distribution systems. May erect poles and light or heavy duty transmission towers. | Install, maintain, and repair electrical wiring, equipment, and fixtures. Ensure that work is in accordance with relevant codes. May install or service street lights, intercom systems, or electrical control systems. | Assemble, install, or maintain solar photovoltaic (PV) systems on roofs or other structures in compliance with site assessment and schematics. May include measuring, cutting, assembling, and bolting structural framing and solar modules. May perform minor electrical work such as current checks. | Directly supervise and coordinate the activities of mechanics, installers, and repairers. May also advise customers on recommended services. Excludes team or work leaders. | Repair, test, adjust, or install electronic equipment, such as industrial controls, transmitters, and antennas. | Apply electrical and electronic theory and related knowledge, usually under the direction of engineering staff, to design, build, repair, adjust, and modify electrical components, circuitry, controls, and machinery for subsequent evaluation and use by engineering staff in making engineering design decisions. |
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.
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.