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.
| 요약 |
임박한 위험
69%
(계산된 평균 및 투표)
|
| 직업 점수 | 3.4/10 |
| 계산된 |
80%
(임박한 위험)
|
| 투표 조사 |
57%
(중간 위험,
183 표를 기준으로)
|
|
성장
년도별 2033
|
1.3%
|
| 임금 |
$74,770
또는 시간당 $35.94
|
|
볼륨
2023 기준으로
|
32,390
|
| 스노우플레이크 |
|
| 설명 | 승객이나 화물을 운반하기 위해 전기, 디젤-전기, 증기, 또는 가스 터빈-전기 기관차를 운전합니다. 기차 지령, 전자 또는 수동 신호, 철도 규칙과 규정을 해석합니다. |
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 an average 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.