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 |
81%
Imminent Risk
|
38%
Low Risk
|
45%
Moderate Risk
|
67%
High Risk
|
71%
High Risk
|
74%
High Risk
|
| JOB SCORE | 1.6/10 | 5.2/10 | 5.4/10 | 2.4/10 | 2.9/10 | 2.7/10 |
| POLLING |
78%
(High Risk,
Based on 74 votes)
|
54%
(Moderate Risk,
Based on 29 votes)
|
There hasn't been enough votes on this occupation yet
|
75%
(High Risk,
Based on 61 votes)
|
70%
(High Risk,
Based on 103 votes)
|
66%
(High Risk,
Based on 53 votes)
|
|
GROWTH
by year 2034
|
-5.4%
|
1.2%
|
3.7%
|
-1.8%
|
1.1%
|
0.0%
|
| WAGES |
$35,580
or $17.10 per hour
|
$71,190
or $34.22 per hour
|
$61,890
or $29.75 per hour
|
$57,770
or $27.77 per hour
|
$46,390
or $22.30 per hour
|
$47,460
or $22.82 per hour
|
|
VOLUME
as of 2024
|
601,440
|
685,140
|
605,510
|
385,000
|
805,770
|
591,180
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Pack or package by hand a wide variety of products and materials. | Directly supervise and coordinate the activities of production and operating workers, such as inspectors, precision workers, machine setters and operators, assemblers, fabricators, and plant and system operators. Excludes team or work leaders. | Directly supervise and coordinate the activities of helpers, laborers, or material movers, hand. | Coordinate and expedite the flow of work and materials within or between departments of an establishment according to production schedule. Duties include reviewing and distributing production, work, and shipment schedules; conferring with department supervisors to determine progress of work and completion dates; and compiling reports on progress of work, inventory levels, costs, and production problems. | Operate industrial trucks or tractors equipped to move materials around a warehouse, storage yard, factory, construction site, or similar location. | Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment. |
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.