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
|
42%
Moderate Risk
|
36%
Low Risk
|
37%
Low Risk
|
40%
Moderate Risk
|
| JOB SCORE | 6.9/10 | 5.3/10 | 4.9/10 | 5.3/10 | 3.3/10 |
| POLLING |
37%
(Low Risk,
Based on 509 votes)
|
There hasn't been enough votes on this occupation yet
|
43%
(Moderate Risk,
Based on 23 votes)
|
35%
(Low Risk,
Based on 311 votes)
|
50%
(Moderate Risk,
Based on 43 votes)
|
|
GROWTH
by year 2034
|
9.2%
|
5.2%
|
4.2%
|
3.5%
|
2.3%
|
| WAGES |
$67,130
or $32.27 per hour
|
$63,940
or $30.74 per hour
|
$56,750
or $27.28 per hour
|
$50,730
or $24.39 per hour
|
$37,320
or $17.94 per hour
|
|
VOLUME
as of 2024
|
130,110
|
10,160
|
16,640
|
101,140
|
44,200
|
| SNOWFLAKE |
|
|
|
|
|
| DESCRIPTION | Monitor safety of the aircraft cabin. Provide services to airline passengers, explain safety information, serve food and beverages, and respond to emergency incidents. | Supervise and coordinate the activities of ground crew in the loading, unloading, securing, and staging of aircraft cargo or baggage. May determine the quantity and orientation of cargo and compute aircraft center of gravity. May accompany aircraft as member of flight crew and monitor and handle cargo in flight, and assist and brief passengers on safety and emergency procedures. Includes loadmasters. | Ensure the safe takeoff and landing of commercial and military aircraft. Duties include coordination between air-traffic control and maintenance personnel, dispatching, using airfield landing and navigational aids, implementing airfield safety procedures, monitoring and maintaining flight records, and applying knowledge of weather information. | Operate telephone, radio, or other communication systems to receive and communicate requests for emergency assistance at 9-1-1 public safety answering points and emergency operations centers. Take information from the public and other sources regarding crimes, threats, disturbances, acts of terrorism, fires, medical emergencies, and other public safety matters. May coordinate and provide information to law enforcement and emergency response personnel. May access sensitive databases and other information sources as needed. May provide additional instructions to callers based on knowledge of and certification in law enforcement, fire, or emergency medical procedures. | Assist patrons at hotel, apartment, or office building with personal services. May take messages; arrange or give advice on transportation, business services, or entertainment; or monitor guest requests for housekeeping and maintenance. |
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.