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 |
28%
Low Risk
|
12%
Minimal Risk
|
6%
Minimal Risk
|
8%
Minimal Risk
|
20%
Low Risk
|
18%
Minimal Risk
|
| JOB SCORE | 4.9/10 | 8.6/10 | 6.3/10 | 6.4/10 | 7.8/10 | 7.3/10 |
| POLLING |
There hasn't been enough votes on this occupation yet
|
21%
(Low Risk,
Based on 272 votes)
|
16.9%
(Minimal Risk,
Based on 37 votes)
|
18.0%
(Minimal Risk,
Based on 32 votes)
|
16.9%
(Minimal Risk,
Based on 34 votes)
|
34%
(Low Risk,
Based on 66 votes)
|
|
GROWTH
by year 2034
|
3.5%
|
15.0%
|
-1.8%
|
1.4%
|
19.2%
|
22.0%
|
| WAGES |
$46,050
or $22.14 per hour
|
$95,410
or $45.87 per hour
|
$63,000
or $30.29 per hour
|
$62,190
or $29.90 per hour
|
$68,340
or $32.85 per hour
|
$65,510
or $31.49 per hour
|
|
VOLUME
as of 2024
|
103,650
|
178,790
|
231,570
|
28,200
|
47,910
|
108,010
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Assist speech-language pathologists in the assessment and treatment of speech, language, voice, and fluency disorders. Implement speech and language programs or activities as planned and directed by speech-language pathologists. Monitor the use of alternative communication devices and systems. | 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. | 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 academic, social, and life skills to preschool-aged 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. | 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. | 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. |
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.