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 |
37%
Low Risk
|
27%
Low Risk
|
24%
Low Risk
|
28%
Low Risk
|
25%
Low Risk
|
29%
Low Risk
|
| JOB SCORE | 5.2/10 | 7.9/10 | 6.2/10 | 6.3/10 | 4.3/10 | 6.9/10 |
| POLLING |
76%
(High Risk,
Based on 2,367 votes)
|
There hasn't been enough votes on this occupation yet
|
62%
(High Risk,
Based on 28 votes)
|
57%
(Moderate Risk,
Based on 764 votes)
|
56%
(Moderate Risk,
Based on 179 votes)
|
37%
(Low Risk,
Based on 417 votes)
|
|
GROWTH
by year 2034
|
7.5%
|
15.8%
|
8.2%
|
28.5%
|
-0.7%
|
8.7%
|
| WAGES |
$90,930
or $43.71 per hour
|
$133,080
or $63.98 per hour
|
$108,970
or $52.39 per hour
|
$124,910
or $60.05 per hour
|
$104,620
or $50.29 per hour
|
$103,790
or $49.89 per hour
|
|
VOLUME
as of 2024
|
78,860
|
1,654,440
|
439,380
|
179,430
|
73,180
|
497,800
|
| SNOWFLAKE |
|
|
|
|
|
|
| DESCRIPTION | Develop and implement websites, web applications, application databases, and interactive web interfaces. Evaluate code to ensure that it is properly structured, meets industry standards, and is compatible with browsers and devices. Optimize website performance, scalability, and server-side code and processes. May develop website infrastructure and integrate websites with other computer applications. | Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team. | Manage web environment design, deployment, development and maintenance activities. Perform testing and quality assurance of web sites and web applications. | Plan, implement, upgrade, or monitor security measures for the protection of computer networks and information. Assess system vulnerabilities for security risks and propose and implement risk mitigation strategies. May ensure appropriate security controls are in place that will safeguard digital files and vital electronic infrastructure. May respond to computer security breaches and viruses. | Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. Identify, investigate, and resolve database performance issues, database capacity, and database scalability. May plan, coordinate, and implement security measures to safeguard computer databases. | Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software. |
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.