Occupation baseline · Research consensus

Will AI replace Umpires, Referees, and Other Sports Officials?

Lower risk

Baseline AI displacement risk for Umpires, Referees, and Other Sports Officials, aggregated from 4 research sources.

What this score means

Umpires, Referees, and Other Sports Officials is among the least exposed roles in Media & Creative. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 24 out of 100 it scores 13 points below the Media & Creative average of 37. Across the 4 sources behind this baseline, individual estimates run from 17 to 35, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Umpires, Referees, and Other Sports Officials, most central first, showing 12 of 16.

01Officiate at sporting events, games, or competitions, to maintain standards of play and to ensure that game rules are observed.
02Inspect game sites for compliance with regulations or safety requirements.
03Resolve claims of rule infractions or complaints by participants and assess any necessary penalties, according to regulations.
04Signal participants or other officials to make them aware of infractions or to otherwise regulate play or competition.
05Teach and explain the rules and regulations governing a specific sport.
06Inspect sporting equipment or examine participants to ensure compliance with event and safety regulations.
07Report to regulating organizations regarding sporting activities, complaints made, and actions taken or needed, such as fines or other disciplinary actions.
08Confer with other sporting officials, coaches, players, and facility managers to provide information, coordinate activities, and discuss problems.
09Judge performances in sporting competitions to award points, impose scoring penalties, and determine results.
10Verify scoring calculations before competition winners are announced.
11Start races and competitions.
12Compile scores and other athletic records.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 4 research sources that scored Umpires, Referees, and Other Sports Officials for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

01Anthropic Economic Index 2026 - AI Task Exposure · 2026
02Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025
03GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
04AI Occupational Exposure to Language Modeling · 2023

Also covers

Athletic Events Scorer · Baseball Umpire · Basketball Manager · Basketball Referee · Basketball Scorekeeper · Clerk of Scales · Clocker · Dance Critic and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.