Automation Risk
Each occupation shows an average probability of automation. A higher score means machines and algorithms are more likely to take over the role in the future.
직업 비교
| 요약 |
중간 위험
58%
(계산된 평균 및 투표)
|
| 직업 점수 | 5.6/10 |
| 계산된 |
59%
(중간 위험)
|
| 투표 조사 |
57%
(중간 위험,
107 표를 기준으로)
|
|
성장
년도별 2033
|
8.3%
|
| 임금 |
$74,680
또는 시간당 $35.90
|
|
볼륨
2023 기준으로
|
846,370
|
| 스노우플레이크 |
|
| 설명 | 인터넷이 가능한 장치나 인터페이스에서 콘텐츠, 제품 또는 서비스의 가시성과 참여를 높이기 위해 검색 마케팅 전략을 사용하십시오. 일반 또는 전문 검색 엔진 또는 다른 인터넷 기반 콘텐츠에서 검색 쿼리 행동을 조사하십시오. 사용자의 의도를 이해하고 지속적인 최적화를 위한 결과를 측정하기 위해 연구, 데이터, 또는 기술을 분석하십시오. |
Compare Occupations Side by Side
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.
Job Score
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.
Polling Data
Thousands of visitors cast their votes on how “automatable” each job feels. These community insights are shown alongside the calculated probabilities.
Growth & Wages
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.
Volume of Workers
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.
The Snowflake Diagram
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.