Umpires, Referees, and Other Sports Officials
Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.
Passes the screen · 3 of 16 tasks
Verify scoring calculations before competition winners are announced.
quick to check, an existing check settles it, and a mistake is cheap · 4.3% of the role's time · $29.0M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Verify credentials of participants in sporting events, and make other qualifying determinations, such as starting order or handicap number.
quick to check, an existing check settles it, and a mistake is cheap · 3.8% of the role's time · $25.9M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Compile scores and other athletic records.
quick to check, an existing check settles it, and a mistake is cheap · 2.9% of the role's time · $19.3M · all three pass it
Does not pass
Officiate at sporting events, games, or competitions, to maintain standards of play and to ensure that game rules are observed.
physical work, outside the screen · 11.3% of the role's time · $76.0M
Signal participants or other officials to make them aware of infractions or to otherwise regulate play or competition.
physical work, outside the screen · 9.2% of the role's time · $61.9M
Confer with other sporting officials, coaches, players, and facility managers to provide information, coordinate activities, and discuss problems.
reason given most often: no existing check settles it · 9.1% of the role's time · $61.7M · waiting on a check
Judge performances in sporting competitions to award points, impose scoring penalties, and determine results.
physical work, outside the screen · 8.1% of the role's time · $54.6M
Resolve claims of rule infractions or complaints by participants and assess any necessary penalties, according to regulations.
reason given most often: no existing check settles it · 7.8% of the role's time · $52.7M · waiting on a check
Inspect game sites for compliance with regulations or safety requirements.
physical work, outside the screen · 7.3% of the role's time · $49.5M
Inspect sporting equipment or examine participants to ensure compliance with event and safety regulations.
physical work, outside the screen · 7.3% of the role's time · $49.0M
Keep track of event times, including race times and elapsed time during game segments, starting or stopping play when necessary.
physical work, outside the screen · 6.8% of the role's time · $45.8M
Direct participants to assigned areas, such as starting blocks or penalty areas.
physical work, outside the screen · 6.5% of the role's time · $43.7M
Start races and competitions.
physical work, outside the screen · 5.8% of the role's time · $38.9M
Research and study players and teams to anticipate issues that might arise in future engagements.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 3.9% of the role's time · $26.3M
Teach and explain the rules and regulations governing a specific sport.
reason given most often: no existing check settles it · 3.5% of the role's time · $23.8M · waiting on a check
Report to regulating organizations regarding sporting activities, complaints made, and actions taken or needed, such as fines or other disciplinary actions.
reason given most often: no existing check settles it · 2.5% of the role's time · $16.6M
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Local Government, excluding Schools and Hospitals (OEWS Designation) | 5030 | $208M | $22.9M | $5.9M |
| Other Amusement and Recreation Industries | 2760 | $125M | $13.8M | $3.6M |
| Promoters of Performing Arts, Sports, and Similar Events | 1230 | $116M | $12.7M | $3.3M |
| Spectator Sports | 1940 | $86.4M | $9.5M | $2.5M |
| Civic and Social Organizations | 1130 | $44.9M | $4.9M | $1.3M |
| Colleges, Universities, and Professional Schools | 690 | $35.7M | $3.9M | $1.0M |
| Elementary and Secondary Schools | 360 | $17.9M | $2.0M | $510k |
| Gambling Industries | 220 | $8.8M | $972k | $252k |
| Other Schools and Instruction | 190 | $7.9M | $872k | $226k |
| State Government, excluding Schools and Hospitals (OEWS Designation) | 150 | $7.9M | $871k | $226k |