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 |
89%
Imminent Risk
|
29%
Low Risk
|
57%
Moderate Risk
|
48%
Moderate Risk
|
76%
High Risk
|
80%
Imminent Risk
|
| JOB SCORE | 1.1/10 | 5.4/10 | 3.2/10 | 3.8/10 | 2.2/10 | 1.8/10 |
| POLLING |
78%
(High Risk,
Based on 68 votes)
|
There hasn't been enough votes on this occupation yet
|
78%
(High Risk,
Based on 56 votes)
|
57%
(Moderate Risk,
Based on 367 votes)
|
79%
(High Risk,
Based on 39 votes)
|
71%
(High Risk,
Based on 106 votes)
|
|
GROWTH
by year 2034
|
-4.9%
|
5.2%
|
4.2%
|
0.9%
|
-0.4%
|
-0.6%
|
| WAGES |
$37,550
or $18.05 per hour
|
$48,790
or $23.45 per hour
|
$44,640
or $21.46 per hour
|
$91,670
or $44.07 per hour
|
$47,170
or $22.68 per hour
|
$49,210
or $23.66 per hour
|
|
VOLUME
as of 2024
|
43,070
|
174,060
|
830,760
|
55,530
|
417,500
|
5,160
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Transcribe medical reports recorded by physicians and other healthcare practitioners using various electronic devices, covering office visits, emergency room visits, diagnostic imaging studies, operations, chart reviews, and final summaries. Transcribe dictated reports and translate abbreviations into fully understandable form. Edit as necessary and return reports in either printed or electronic form for review and signature, or correction. | Assist patients in obtaining services, understanding policies and making health care decisions. | Perform secretarial duties using specific knowledge of medical terminology and hospital, clinic, or laboratory procedures. Duties may include scheduling appointments, billing patients, and compiling and recording medical charts, reports, and correspondence. | Write technical materials, such as equipment manuals, appendices, or operating and maintenance instructions. May assist in layout work. | Compile, compute, and record billing, accounting, statistical, and other numerical data for billing purposes. Prepare billing invoices for services rendered or for delivery or shipment of goods. | Read transcript or proof type setup to detect and mark for correction any grammatical, typographical, or compositional errors. Excludes workers whose primary duty is editing copy. Includes proofreaders of braille. |
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.