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 |
68%
High Risk
|
24%
Low Risk
|
38%
Low Risk
|
62%
High Risk
|
60%
Moderate Risk
|
| JOB SCORE | 2.5/10 | 6.8/10 | 4.0/10 | 4.5/10 | 4.6/10 |
| POLLING |
There hasn't been enough votes on this occupation yet
|
There hasn't been enough votes on this occupation yet
|
37%
(Low Risk,
Based on 77 votes)
|
49%
(Moderate Risk,
Based on 74 votes)
|
53%
(Moderate Risk,
Based on 72 votes)
|
|
GROWTH
by year 2034
|
1.2%
|
5.3%
|
-6.5%
|
3.0%
|
3.6%
|
| WAGES |
$48,430
or $23.28 per hour
|
$78,690
or $37.83 per hour
|
$58,260
or $28.01 per hour
|
$66,370
or $31.91 per hour
|
$58,710
or $28.22 per hour
|
|
VOLUME
as of 2024
|
1,030
|
806,080
|
126,750
|
42,000
|
469,270
|
| SNOWFLAKE |
|
|
|
|
|
| DESCRIPTION | Operate dredge to remove sand, gravel, or other materials in order to excavate and maintain navigable channels in waterways. | Directly supervise and coordinate activities of construction or extraction workers. | Operate or control an entire process or system of machines, often through the use of control boards, to transfer or treat water or wastewater. | Operate mechanical boom and cable or tower and cable equipment to lift and move materials, machines, or products in many directions. | Operate one or several types of power construction equipment, such as motor graders, bulldozers, scrapers, compressors, pumps, derricks, shovels, tractors, or front-end loaders to excavate, move, and grade earth, erect structures, or pour concrete or other hard surface pavement. May repair and maintain equipment in addition to other duties. |
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.