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 |
12%
Minimal Risk
|
4%
Minimal Risk
|
6%
Minimal Risk
|
10%
Minimal Risk
|
11%
Minimal Risk
|
| JOB SCORE | 8.6/10 | 6.7/10 | 6.3/10 | 7.7/10 | 6.3/10 |
| POLLING |
21%
(Low Risk,
Based on 272 votes)
|
23%
(Low Risk,
Based on 95 votes)
|
16.9%
(Minimal Risk,
Based on 37 votes)
|
43%
(Moderate Risk,
Based on 15 votes)
|
72%
(High Risk,
Based on 426 votes)
|
|
GROWTH
by year 2034
|
15.0%
|
3.3%
|
-1.8%
|
17.3%
|
9.5%
|
| WAGES |
$95,410
or $45.87 per hour
|
$60,280
or $28.98 per hour
|
$63,000
or $30.29 per hour
|
$105,620
or $50.77 per hour
|
$92,120
or $44.28 per hour
|
|
VOLUME
as of 2024
|
178,790
|
15,060
|
231,570
|
229,720
|
14,730
|
| SNOWFLAKE |
|
|
|
|
|
| DESCRIPTION | Assess and treat persons with speech, language, voice, and fluency disorders. May select alternative communication systems and teach their use. May perform research related to speech and language problems. | Plan, direct, or coordinate medically-approved recreation programs for patients in hospitals, nursing homes, or other institutions. Activities include sports, trips, dramatics, social activities, and crafts. May assess a patient condition and recommend appropriate recreational activity. | Teach academic, social, and life skills to elementary school students with learning, emotional, or physical disabilities. Includes teachers who specialize and work with students who are blind or have visual impairments; students who are deaf or have hearing impairments; and students with intellectual disabilities. | Teach courses in health specialties, in fields such as dentistry, laboratory technology, medicine, pharmacy, public health, therapy, and veterinary medicine. | Assess and treat persons with hearing and related disorders. May fit hearing aids and provide auditory training. May perform research related to hearing 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.