Compare Occupations

SUMMARY
77%
High Risk
41%
Moderate Risk
38%
Low Risk
42%
Moderate Risk
63%
High Risk
67%
High Risk
JOB SCORE 2.2/10 6.4/10 5.2/10 3.0/10 2.7/10 2.4/10
POLLING
89%
(Imminent Risk, Based on 85 votes)
36%
(Low Risk, Based on 66 votes)
54%
(Moderate Risk, Based on 29 votes)
53%
(Moderate Risk, Based on 17 votes)
50%
(Moderate Risk, Based on 26 votes)
75%
(High Risk, Based on 61 votes)
GROWTH
by year 2034
-0.1%
16.1%
1.2%
-14.5%
-10.7%
-1.8%
WAGES
$42,210
or $20.29 per hour
$63,760
or $30.65 per hour
$71,190
or $34.22 per hour
$61,680
or $29.65 per hour
$49,970
or $24.02 per hour
$57,770
or $27.77 per hour
VOLUME
as of 2024
1,457,800
421,940
685,140
32,890
176,950
385,000
SNOWFLAKE [?] The Snowflake is a visual summary of the five badges: Automation Risk (calculated), Risk (polled), Growth, Wages and Volume. It gives you an instant snapshot of an occupations profile. The colour of the Snowflake relates to its size. The better the occupation scores in relation to others, the larger and greener the Snowflake becomes. Snowflake diagram for Team Assemblers Snowflake diagram for Industrial Machinery Mechanics Snowflake diagram for First-Line Supervisors of Production and Operating Workers Snowflake diagram for Aircraft Structure, Surfaces, Rigging, and Systems Assemblers Snowflake diagram for Computer Numerically Controlled Tool Operators Snowflake diagram for Production, Planning, and Expediting Clerks
DESCRIPTION Work as part of a team having responsibility for assembling an entire product or component of a product. Team assemblers can perform all tasks conducted by the team in the assembly process and rotate through all or most of them, rather than being assigned to a specific task on a permanent basis. May participate in making management decisions affecting the work. Includes team leaders who work as part of the team. Repair, install, adjust, or maintain industrial production and processing machinery or refinery and pipeline distribution systems. May also install, dismantle, or move machinery and heavy equipment according to plans. Directly supervise and coordinate the activities of production and operating workers, such as inspectors, precision workers, machine setters and operators, assemblers, fabricators, and plant and system operators. Excludes team or work leaders. Assemble, fit, fasten, and install parts of airplanes, space vehicles, or missiles, such as tails, wings, fuselage, bulkheads, stabilizers, landing gear, rigging and control equipment, or heating and ventilating systems. Operate computer-controlled tools, machines, or robots to machine or process parts, tools, or other work pieces made of metal, plastic, wood, stone, or other materials. May also set up and maintain equipment. Coordinate and expedite the flow of work and materials within or between departments of an establishment according to production schedule. Duties include reviewing and distributing production, work, and shipment schedules; conferring with department supervisors to determine progress of work and completion dates; and compiling reports on progress of work, inventory levels, costs, and production problems.

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.

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.

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.