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 |
42%
Moderate Risk
|
18%
Minimal Risk
|
20%
Low Risk
|
29%
Low Risk
|
32%
Low Risk
|
29%
Low Risk
|
| JOB SCORE | 4.0/10 | 7.3/10 | 7.8/10 | 6.1/10 | 4.7/10 | 5.4/10 |
| POLLING |
47%
(Moderate Risk,
Based on 25 votes)
|
34%
(Low Risk,
Based on 66 votes)
|
16.9%
(Minimal Risk,
Based on 34 votes)
|
35%
(Low Risk,
Based on 20 votes)
|
40%
(Low Risk,
Based on 97 votes)
|
There hasn't been enough votes on this occupation yet
|
|
GROWTH
by year 2034
|
2.8%
|
22.0%
|
19.2%
|
17.0%
|
2.3%
|
5.2%
|
| WAGES |
$34,520
or $16.59 per hour
|
$65,510
or $31.49 per hour
|
$68,340
or $32.85 per hour
|
$34,900
or $16.78 per hour
|
$39,530
or $19.00 per hour
|
$48,790
or $23.45 per hour
|
|
VOLUME
as of 2024
|
44,010
|
108,010
|
47,910
|
3,988,140
|
1,388,430
|
174,060
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Under close supervision of a physical therapist or physical therapy assistant, perform only delegated, selected, or routine tasks in specific situations. These duties include preparing the patient and the treatment area. | Assist physical therapists in providing physical therapy treatments and procedures. May, in accordance with state laws, assist in the development of treatment plans, carry out routine functions, document the progress of treatment, and modify specific treatments in accordance with patient status and within the scope of treatment plans established by a physical therapist. Generally requires formal training. | Assist occupational therapists in providing occupational therapy treatments and procedures. May, in accordance with state laws, assist in development of treatment plans, carry out routine functions, direct activity programs, and document the progress of treatments. Generally requires formal training. | Monitor the health status of an individual with disabilities or illness, and address their health-related needs, such as changing bandages, dressing wounds, or administering medication. Work is performed under the direction of offsite or intermittent onsite licensed nursing staff. Provide assistance with routine healthcare tasks or activities of daily living, such as feeding, bathing, toileting, or ambulation. May also help with tasks such as preparing meals, doing light housekeeping, and doing laundry depending on the patient's abilities. | Provide or assist with basic care or support under the direction of onsite licensed nursing staff. Perform duties such as monitoring of health status, feeding, bathing, dressing, grooming, toileting, or ambulation of patients in a health or nursing facility. May include medication administration and other health-related tasks. Includes nursing care attendants, nursing aides, and nursing attendants. | Assist patients in obtaining services, understanding policies and making health care decisions. |
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.