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 |
21%
Low Risk
|
11%
Minimal Risk
|
10%
Minimal Risk
|
10%
Minimal Risk
|
12%
Minimal Risk
|
| JOB SCORE | 5.9/10 | 6.6/10 | 6.9/10 | 7.6/10 | 6.5/10 |
| POLLING |
26%
(Low Risk,
Based on 87 votes)
|
24%
(Low Risk,
Based on 29 votes)
|
40%
(Moderate Risk,
Based on 18 votes)
|
22%
(Low Risk,
Based on 78 votes)
|
20%
(Low Risk,
Based on 467 votes)
|
|
GROWTH
by year 2034
|
1.2%
|
3.4%
|
3.7%
|
5.4%
|
1.6%
|
| WAGES |
$70,660
or $33.97 per hour
|
$67,950
or $32.67 per hour
|
$161,180
or $77.48 per hour
|
$71,410
or $34.33 per hour
|
$72,860
or $35.03 per hour
|
|
VOLUME
as of 2024
|
9,650
|
25,590
|
100,870
|
16,600
|
16,920
|
| SNOWFLAKE |
|
|
|
|
|
| DESCRIPTION | Manage public and private forested lands for economic, recreational, and conservation purposes. May inventory the type, amount, and location of standing timber, appraise the timber's worth, negotiate the purchase, and draw up contracts for procurement. May determine how to conserve wildlife habitats, creek beds, water quality, and soil stability, and how best to comply with environmental regulations. May devise plans for planting and growing new trees, monitor trees for healthy growth, and determine optimal harvesting schedules. | 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. | Plan, direct, or coordinate activities in such fields as life sciences, physical sciences, mathematics, statistics, and research and development in these fields. | 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. | Study the origins, behavior, diseases, genetics, and life processes of animals and wildlife. May specialize in wildlife research and management. May collect and analyze biological data to determine the environmental effects of present and potential use of land and water habitats. |
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.