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AI Risk Comparison

Producers and Directors vs Umpires, Referees, and Other Sports Officials

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Umpires, Referees, and Other Sports Officials
Higher risk
Producers and Directors
Risk gap
1 points
Arts, Media & CommunicationsO*NET: 27-2012.00

Producers and Directors

Produce or direct stage, television, radio, video, or film productions for entertainment, information, or instruction. Responsible for creative decisions, such as interpretation of script, choice of actors or guests, set design, sound, special effects, and choreography.

AI Risk Score

34/100
Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Direct live broadcasts, films and recordings, or non-broadcast programming for public entertainment or education.
  • Research production topics using the internet, video archives, and other informational sources.
  • Review film, recordings, or rehearsals to ensure conformance to production and broadcast standards.
  • Working with Computers
  • Processing Information

Top skills

Active Listening4.38/5
Reading Comprehension4.00/5
Speaking4.00/5
Critical Thinking4.00/5
Monitoring4.00/5

Recommended career pivots

Media Technical Directors/Managers32/100Media Programming Directors31/100Film and Video Editors78/100Art Directors30/100Talent Directors29/100
Arts, Media & CommunicationsO*NET: 27-2023.00

Umpires, Referees, and Other Sports Officials

Officiate at competitive athletic or sporting events. Detect infractions of rules and decide penalties according to established regulations. Includes all sporting officials, referees, and competition judges.

AI Risk Score

33/100
Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Report to regulating organizations regarding sporting activities, complaints made, and actions taken or needed, such as fines or other disciplinary actions.
  • Updating and Using Relevant Knowledge
  • Evaluating Information to Determine Compliance with Standards
  • Documenting/Recording Information

Top skills

Speaking3.62/5
Critical Thinking3.38/5
Active Listening3.25/5
Judgment and Decision Making3.25/5
Monitoring3.12/5

Recommended career pivots

Coaches and Scouts32/100Athletes and Sports Competitors26/100Amusement and Recreation Attendants33/100First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services4/100Exercise Trainers and Group Fitness Instructors82/100

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