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
63%
(계산된 평균 및 투표)
|
| 직업 점수 | 5.4/10 |
| 계산된 |
53%
(중간 위험)
|
| 투표 조사 |
73%
(고위험,
2,294 표를 기준으로)
|
|
성장
년도별 2033
|
9.0%
|
| 임금 |
$84,960
또는 시간당 $40.84
|
|
볼륨
2023 기준으로
|
85,350
|
| 스노우플레이크 |
|
| 설명 | 웹사이트, 웹 애플리케이션, 애플리케이션 데이터베이스, 그리고 대화형 웹 인터페이스를 개발하고 구현합니다. 코드를 평가하여 적절하게 구조화되었는지, 업계 표준을 충족하는지, 그리고 브라우저 및 기기와 호환되는지 확인합니다. 웹사이트 성능, 확장성, 서버 측 코드 및 프로세스를 최적화합니다. 웹사이트 인프라를 개발하고 다른 컴퓨터 애플리케이션과 웹사이트를 통합할 수도 있습니다. |
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.