How much of this occupation’s work can be materially affected by current AI systems.
How likely exposure is to translate into reduced human demand.
Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured
Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.
What is driving the score?
Occupation scores are built from the task mix—not a single prediction about a job title.
Where AI can do more
Routine, digitized, and highly repeatable tasks face the greatest pressure.
- Direct participants to assigned areas, such as starting blocks or penalty areas.81
- Signal participants or other officials to make them aware of infractions or to otherwise regulate play or competition.81
- Verify credentials of participants in sporting events, and make other qualifying determinations, such as starting order or handicap number.81
- Verify scoring calculations before competition winners are announced.80
Where people still matter
These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.
- Officiate at sporting events, games, or competitions, to maintain standards of play and to ensure that game rules are observed.01
- Inspect sporting equipment or examine participants to ensure compliance with event and safety regulations.02
- Inspect game sites for compliance with regulations or safety requirements.03
- Confer with other sporting officials, coaches, players, and facility managers to provide information, coordinate activities, and discuss problems.04
- Teach and explain the rules and regulations governing a specific sport.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Amusement and Recreation Attendants
Closely related work
Compare these careers →Bailiffs
Related work
Compare these careers →Recreation Workers
Shares some work
Compare these careers →Education Administrators, Kindergarten through Secondary
Shares some work
Compare these careers →Meeting, Convention, and Event Planners
Shares some work
Compare these careers →Police and Sheriff's Patrol Officers
Shares some work
Compare these careers →Adoption and labour-market outlook
Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.
O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.
