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 |
77%
High Risk
|
52%
Moderate Risk
|
69%
High Risk
|
58%
Moderate Risk
|
67%
High Risk
|
65%
High Risk
|
| JOB SCORE | 2.0/10 | 3.1/10 | 3.3/10 | 3.7/10 | 3.8/10 | 3.6/10 |
| POLLING |
56%
(Moderate Risk,
Based on 16 votes)
|
78%
(High Risk,
Based on 32 votes)
|
There hasn't been enough votes on this occupation yet
|
56%
(Moderate Risk,
Based on 54 votes)
|
There hasn't been enough votes on this occupation yet
|
53%
(Moderate Risk,
Based on 320 votes)
|
|
GROWTH
by year 2034
|
0.6%
|
4.8%
|
3.0%
|
3.5%
|
7.2%
|
5.6%
|
| WAGES |
$42,730
or $20.54 per hour
|
$49,430
or $23.76 per hour
|
$47,010
or $22.60 per hour
|
$60,130
or $28.91 per hour
|
$40,160
or $19.31 per hour
|
$36,650
or $17.62 per hour
|
|
VOLUME
as of 2024
|
19,500
|
14,200
|
16,160
|
71,400
|
6,590
|
231,890
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Operate or tend food or tobacco roasting, baking, or drying equipment, including hearth ovens, kiln driers, roasters, char kilns, and vacuum drying equipment. | Work with food scientists or technologists to perform standardized qualitative and quantitative tests to determine physical or chemical properties of food or beverage products. Includes technicians who assist in research and development of production technology, quality control, packaging, processing, and use of foods. | Operate or tend heating equipment other than basic metal, plastic, or food processing equipment. Includes activities such as annealing glass, drying lumber, curing rubber, removing moisture from materials, or boiling soap. | Conduct tests to determine quality of raw materials, bulk intermediate and finished products. May conduct stability sample tests. | Operate or tend equipment such as cooling and freezing units, refrigerators, batch freezers, and freezing tunnels, to cool or freeze products, food, blood plasma, and chemicals. | Mix and bake ingredients to produce breads, rolls, cookies, cakes, pies, pastries, or other baked goods. |
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.