Compare Occupations

SUMMARY
19%
Minimal Risk
10%
Minimal Risk
11%
Minimal Risk
24%
Low Risk
25%
Low Risk
JOB SCORE 7.0/10 7.8/10 7.3/10 6.6/10 6.7/10
POLLING
31%
(Low Risk, Based on 838 votes)
29%
(Low Risk, Based on 225 votes)
32%
(Low Risk, Based on 47 votes)
34%
(Low Risk, Based on 485 votes)
51%
(Moderate Risk, Based on 20 votes)
GROWTH
by year 2034
2.6%
3.9%
4.4%
4.9%
11.0%
WAGES
$121,860
or $58.58 per hour
$104,170
or $50.08 per hour
$109,660
or $52.72 per hour
$84,150
or $40.45 per hour
$101,140
or $48.62 per hour
VOLUME
as of 2024
20,330
37,950
23,220
83,250
350,230
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 Chemical Engineers Snowflake diagram for Environmental Engineers Snowflake diagram for Health and Safety Engineers, Except Mining Safety Engineers and Inspectors Snowflake diagram for Chemists Snowflake diagram for Validation Engineers
DESCRIPTION Design chemical plant equipment and devise processes for manufacturing chemicals and products, such as gasoline, synthetic rubber, plastics, detergents, cement, paper, and pulp, by applying principles and technology of chemistry, physics, and engineering. Research, design, plan, or perform engineering duties in the prevention, control, and remediation of environmental hazards using various engineering disciplines. Work may include waste treatment, site remediation, or pollution control technology. Promote worksite or product safety by applying knowledge of industrial processes, mechanics, chemistry, psychology, and industrial health and safety laws. Includes industrial product safety engineers. Conduct qualitative and quantitative chemical analyses or experiments in laboratories for quality or process control or to develop new products or knowledge. Design or plan protocols for equipment or processes to produce products meeting internal and external purity, safety, and quality requirements.

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.