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.
- Devise missions, challenges, or puzzles to be encountered in game play.82
- Oversee gameplay testing to ensure intended gaming experience and game adherence to original vision.82
- Consult with multiple stakeholders to define requirements and implement online features.82
- Balance and adjust gameplay experiences to ensure the critical and commercial success of the product.81
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.
- Document all aspects of formal game design, using mock-up screenshots, sample menu layouts, gameplay flowcharts, and other graphical devices.01
- Create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff.02
- Solicit, obtain, and integrate feedback from design and technical staff into original game design.03
- Provide feedback to production staff regarding technical game qualities or adherence to original design.04
- Create gameplay prototypes for presentation to creative and technical staff and management.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Special Effects Artists and Animators
Closely related work
Compare these careers →Computer Programmers
Closely related work
Compare these careers →Film and Video Editors
Related work
Compare these careers →Producers and Directors
Related work
Compare these careers →Desktop Publishers
Shares some work
Compare these careers →Fine Artists, Including Painters, Sculptors, and Illustrators
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.
