Compare Occupations

	Tour Guides and Escorts	Recreation Workers	Meeting, Convention, and Event Planners	Museum Technicians and Conservators
SUMMARY	32% Low Risk	9% Minimal Risk	23% Low Risk	19% Minimal Risk
JOB SCORE	4.0/10	6.0/10	6.9/10	5.7/10
POLLING	53% (Moderate Risk, Based on 110 votes)	31% (Low Risk, Based on 29 votes)	31% (Low Risk, Based on 143 votes)	29% (Low Risk, Based on 58 votes)
GROWTH by year 2034	8.1%	4.1%	4.8%	5.4%
WAGES	$36,660 or $17.62 per hour	$35,380 or $17.01 per hour	$59,440 or $28.57 per hour	$47,460 or $22.82 per hour
VOLUME as of 2024	49,010	309,640	134,670	13,070
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.
DESCRIPTION	Escort individuals or groups on sightseeing tours or through places of interest, such as industrial establishments, public buildings, and art galleries.	Conduct recreation activities with groups in public, private, or volunteer agencies or recreation facilities. Organize and promote activities, such as arts and crafts, sports, games, music, dramatics, social recreation, camping, and hobbies, taking into account the needs and interests of individual members.	Coordinate activities of staff, convention personnel, or clients to make arrangements for group meetings, events, or conventions.	Restore, maintain, or prepare objects in museum collections for storage, research, or exhibit. May work with specimens such as fossils, skeletal parts, or botanicals; or artifacts, textiles, or art. May identify and record objects or install and arrange them in exhibits. Includes book or document conservators.

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.