Compare Occupations

SUMMARY
78%
High Risk
32%
Low Risk
56%
Moderate Risk
71%
High Risk
73%
High Risk
JOB SCORE 1.6/10 4.0/10 2.5/10 2.5/10 2.0/10
POLLING
88%
(Imminent Risk, Based on 1,422 votes)
52%
(Moderate Risk, Based on 60 votes)
73%
(High Risk, Based on 337 votes)
74%
(High Risk, Based on 573 votes)
70%
(High Risk, Based on 61 votes)
GROWTH
by year 2034
-9.9%
-5.0%
-0.5%
-5.5%
-7.7%
WAGES
$31,190
or $14.99 per hour
$47,320
or $22.75 per hour
$34,580
or $16.62 per hour
$42,830
or $20.59 per hour
$43,190
or $20.76 per hour
VOLUME
as of 2024
3,148,030
1,113,160
3,800,250
2,725,930
857,630
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 Cashiers Snowflake diagram for First-Line Supervisors of Retail Sales Workers Snowflake diagram for Retail Salespersons Snowflake diagram for Customer Service Representatives Snowflake diagram for Shipping, Receiving, and Inventory Clerks
DESCRIPTION Receive and disburse money in establishments other than financial institutions. May use electronic scanners, cash registers, or related equipment. May process credit or debit card transactions and validate checks. Directly supervise and coordinate activities of retail sales workers in an establishment or department. Duties may include management functions, such as purchasing, budgeting, accounting, and personnel work, in addition to supervisory duties. Sell merchandise, such as furniture, motor vehicles, appliances, or apparel to consumers. Interact with customers to provide basic or scripted information in response to routine inquiries about products and services. May handle and resolve general complaints. Excludes individuals whose duties are primarily installation, sales, repair, and technical support. Verify and maintain records on incoming and outgoing shipments involving inventory. Duties include verifying and recording incoming merchandise or material and arranging for the transportation of products. May prepare items for shipment.

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.