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.
比较职业
| 摘要 |
高风险
71%
（计算和投票的平均值）
|
| 工作评分 | 3.5/10 |
| 计算出的 |
70%
(高风险)
|
| 投票 |
73%
(高风险,
根据 10,854 票的投票结果)
|
|
增长
到2033年
|
-9.6%
|
| 工资 |
$99,700
或每小时 $47.93
|
|
体积
截至 2023
|
120,370
|
| 雪花 |
|
| 描述 | 创建、修改和测试允许计算机应用程序运行的代码和脚本。根据软件和网页开发人员或其他个人制定的规格进行工作。可能会开发并编写计算机程序来存储、定位和检索特定的文件、数据和信息。 |
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.