Umpires, Referees, and Other Sports Officials

Most exposed tasks

No task is classified fully automatable in this release. The highest-exposure task relative to this role is shown in the free snapshot above; the assistive work is detailed next.

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Compile scores and other athletic records.65
• Verify scoring calculations before competition winners are announced.55
• Research and study players and teams to anticipate issues that might arise in future engagements.55

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Signal participants or other officials to make them aware of infractions or to otherwise regulate play or competition.8
• Officiate at sporting events, games, or competitions, to maintain standards of play and to ensure that game rules are observed.10
• Start races and competitions.10

Task exposure values and classifications are published, versioned estimates audited against the anchored rubric. This page reads them from the data release rather than generating them at request time. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 27 puts Umpires, Referees, and Other Sports Officials in the second quartile of analyzed occupations. In practice, exposure this level is about the mix: 0 of 16 analyzed tasks lean automatable, 5 augmentable, and 11 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

Lower-exposure adjacent roles

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Labor-market context

• $40,710median wage
• 15,780employed
• 4,600annual openings
• +5.7%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Coaches and Scouts 30
• Amusement and Recreation Attendants 25
• First-Line Supervisors of Police and Detectives 36
• Animal Trainers 17
• Exercise Trainers and Group Fitness Instructors 27
• Self-Enrichment Teachers 35

How this score was calculated

FAQ — Umpires, Referees, and Other Sports Officials

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

This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.

What does a score of 27 mean for a Umpires, Referees, and Other Sports Officials?

It means that, weighted across the 16 tasks we analyzed for this role, the task mix sits at 27 on a 0–100 exposure scale — in the second quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

This role has no strongly automatable task in the current data release.

Which parts of this job are most durable?

The most durable responsibilities are: Signal participants or other officials to make them aware of infractions or to otherwise regulate play or competition; Officiate at sporting events, games, or competitions, to maintain standards of play and to ensure that game rules are observed; Start races and competitions. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.