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 |
27%
Low Risk
|
11%
Minimal Risk
|
10%
Minimal Risk
|
20%
Minimal Risk
|
19%
Minimal Risk
|
19%
Minimal Risk
|
| JOB SCORE | 4.5/10 | 6.6/10 | 7.6/10 | 5.6/10 | 6.5/10 | 4.6/10 |
| POLLING |
There hasn't been enough votes on this occupation yet
|
24%
(Low Risk,
Based on 29 votes)
|
22%
(Low Risk,
Based on 78 votes)
|
There hasn't been enough votes on this occupation yet
|
38%
(Low Risk,
Based on 106 votes)
|
40%
(Moderate Risk,
Based on 15 votes)
|
|
GROWTH
by year 2034
|
4.3%
|
3.4%
|
5.4%
|
0.6%
|
5.9%
|
-2.5%
|
| WAGES |
$46,790
or $22.49 per hour
|
$67,950
or $32.67 per hour
|
$71,410
or $34.33 per hour
|
$117,960
or $56.71 per hour
|
$84,630
or $40.68 per hour
|
$58,120
or $27.94 per hour
|
|
VOLUME
as of 2024
|
14,340
|
25,590
|
16,600
|
22,580
|
1,680
|
10,260
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Apply geospatial technologies, including geographic information systems (GIS) and Global Positioning System (GPS), to agricultural production or management activities, such as pest scouting, site-specific pesticide application, yield mapping, or variable-rate irrigation. May use computers to develop or analyze maps or remote sensing images to compare physical topography with data on soils, fertilizer, pests, or weather. | Manage, improve, and protect natural resources to maximize their use without damaging the environment. May conduct soil surveys and develop plans to eliminate soil erosion or to protect rangelands. May instruct farmers, agricultural production managers, or ranchers in best ways to use crop rotation, contour plowing, or terracing to conserve soil and water; in the number and kind of livestock and forage plants best suited to particular ranges; and in range and farm improvements, such as fencing and reservoirs for stock watering. | Conduct research in breeding, physiology, production, yield, and management of crops and agricultural plants or trees, shrubs, and nursery stock, their growth in soils, and control of pests; or study the chemical, physical, biological, and mineralogical composition of soils as they relate to plant or crop growth. May classify and map soils and investigate effects of alternative practices on soil and crop productivity. | Apply remote sensing principles and methods to analyze data and solve problems in areas such as natural resource management, urban planning, or homeland security. May develop new sensor systems, analytical techniques, or new applications for existing systems. | Apply knowledge of engineering technology and biological science to agricultural problems concerned with power and machinery, electrification, structures, soil and water conservation, and processing of agricultural products. | Instruct and advise individuals and families engaged in agriculture, agricultural-related processes, or home management activities. Demonstrate procedures and apply research findings to advance agricultural and home management activities. May develop educational outreach programs. May instruct on either agricultural issues such as agricultural processes and techniques, pest management, and food safety, or on home management issues such as budgeting, nutrition, and child development. |
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.