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.
| SUMMARY |
23%
Low Risk
|
11%
Minimal Risk
|
10%
Minimal Risk
|
15%
Minimal Risk
|
11%
Minimal Risk
|
| JOB SCORE | 6.4/10 | 8.9/10 | 8.2/10 | 7.5/10 | 6.2/10 |
| POLLING |
There hasn't been enough votes on this occupation yet
|
24%
(Low Risk,
Based on 332 votes)
|
30%
(Low Risk,
Based on 1,907 votes)
|
41%
(Moderate Risk,
Based on 1,295 votes)
|
There hasn't been enough votes on this occupation yet
|
|
GROWTH
by year 2034
|
2.1%
|
8.7%
|
5.0%
|
7.2%
|
2.1%
|
| WAGES |
$117,750
or $56.61 per hour
|
$106,980
or $51.43 per hour
|
$99,590
or $47.88 per hour
|
$111,910
or $53.80 per hour
|
$117,750
or $56.61 per hour
|
|
VOLUME
as of 2024
|
150,750
|
348,330
|
355,410
|
188,790
|
150,750
|
| SNOWFLAKE |
|
|
|
|
|
| DESCRIPTION | Perform site-specific engineering analysis or evaluation of energy efficiency and solar projects involving residential, commercial, or industrial customers. Design solar domestic hot water and space heating systems for new and existing structures, applying knowledge of structural energy requirements, local climates, solar technology, and thermodynamics. | Plan, direct, or coordinate, usually through subordinate supervisory personnel, activities concerned with the construction and maintenance of structures, facilities, and systems. Participate in the conceptual development of a construction project and oversee its organization, scheduling, budgeting, and implementation. Includes managers in specialized construction fields, such as carpentry or plumbing. | Perform engineering duties in planning, designing, and overseeing construction and maintenance of building structures and facilities, such as roads, railroads, airports, bridges, harbors, channels, dams, irrigation projects, pipelines, power plants, and water and sewage systems. | Research, design, develop, test, or supervise the manufacturing and installation of electrical equipment, components, or systems for commercial, industrial, military, or scientific use. | Design underground or overhead wind farm collector systems and prepare and develop site specifications. |
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.
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.
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.
Thousands of visitors cast their votes on how “automatable” each job feels. These community insights are shown alongside the calculated probabilities.
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.
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.
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.