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 |
73%
High Risk
|
33%
Low Risk
|
31%
Low Risk
|
65%
High Risk
|
53%
Moderate Risk
|
67%
High Risk
|
| JOB SCORE | 2.2/10 | 5.4/10 | 7.0/10 | 4.0/10 | 4.1/10 | 2.4/10 |
| POLLING |
77%
(High Risk,
Based on 80 votes)
|
There hasn't been enough votes on this occupation yet
|
45%
(Moderate Risk,
Based on 211 votes)
|
62%
(High Risk,
Based on 164 votes)
|
72%
(High Risk,
Based on 79 votes)
|
75%
(High Risk,
Based on 61 votes)
|
|
GROWTH
by year 2034
|
1.5%
|
3.7%
|
16.7%
|
7.3%
|
8.5%
|
-1.8%
|
| WAGES |
$38,940
or $18.72 per hour
|
$61,890
or $29.75 per hour
|
$80,880
or $38.88 per hour
|
$44,140
or $21.22 per hour
|
$49,900
or $23.99 per hour
|
$57,770
or $27.77 per hour
|
|
VOLUME
as of 2024
|
2,982,530
|
605,510
|
235,640
|
994,410
|
97,800
|
385,000
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Manually move freight, stock, luggage, or other materials, or perform other general labor. Includes all manual laborers not elsewhere classified. | Directly supervise and coordinate activities of material-moving machine and vehicle operators and helpers. | Analyze and coordinate the ongoing logistical functions of a firm or organization. Responsible for the entire life cycle of a product, including acquisition, distribution, internal allocation, delivery, and final disposal of resources. | Drive a light vehicle, such as a truck or van, with a capacity of less than 26,001 pounds Gross Vehicle Weight (GVW), primarily to pick up merchandise or packages from a distribution center and deliver. May load and unload vehicle. | Expedite and route movement of incoming and outgoing cargo and freight shipments in airline, train, and trucking terminals and shipping docks. Take orders from customers and arrange pickup of freight and cargo for delivery to loading platform. Prepare and examine bills of lading to determine shipping charges and tariffs. | 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. |
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.