Lower Risk

Creative

Game Level Designer

AI is poised to significantly impact game level design by automating repetitive tasks, assisting in content generation, and optimizing level layouts. Generative AI models, particularly those specializing in 3D environments and procedural content generation, will play a crucial role. LLMs will also assist in scripting and narrative elements within levels. Computer vision can be used for playtesting and identifying potential issues in level design.

Top risks:

Creating initial level layouts and blockouts40%
Scripting level events and interactions30%
Designing and implementing gameplay mechanics within levels20%

Creative

Photo Retoucher

AI is poised to significantly impact photo retouchers through advancements in computer vision and generative AI. AI-powered tools can automate routine tasks like color correction, blemish removal, and object manipulation. However, tasks requiring high levels of creative judgment and nuanced understanding of client preferences will remain human-driven for the foreseeable future.

Top risks:

Basic color correction and white balance adjustments85%
Blemish removal and skin smoothing90%
Object removal and background replacement75%

Side-by-Side Metrics

Metric	Game Level Designer	Photo Retoucher
Risk Score	66%	73%
Risk Level	High Risk	Critical Risk
Timeline	5-10 years	2-5 years
Category	Creative	Creative
Tasks at Risk	7 tasks	7 tasks
Skills at Risk	4 skills	5 skills
Safe Skills	5 skills	5 skills

Risk Comparison

Game Level Designer66%

Photo Retoucher73%

Game Level Designer has 7 percentage points lower risk than Photo Retoucher.

Tasks at Risk

Game Level Designer Tasks at Risk

Creating initial level layouts and blockouts40%

5-10 years

Scripting level events and interactions30%

5-10 years

Designing and implementing gameplay mechanics within levels20%

10+ years

Playtesting and iterating on level designs based on feedback50%

5-10 years

Creating environmental art and set dressing60%

5-10 years

Photo Retoucher Tasks at Risk

Basic color correction and white balance adjustments85%

1-2 years

Blemish removal and skin smoothing90%

1-2 years

Object removal and background replacement75%

2-3 years

Complex compositing and image manipulation50%

5-7 years

Creative retouching and stylistic enhancements (e.g., adding artistic effects, creating surreal imagery)30%

7-10 years

Skills Comparison

Game Level Designer -- Safe Skills

Creative Problem-SolvingCollaborationCommunicationUnderstanding Player PsychologyNarrative Design

Game Level Designer -- Skills at Risk

Level Layout DesignEnvironmental Art CreationScriptingPerformance Optimization

Photo Retoucher -- Safe Skills

Creative visionClient communicationArtistic judgmentComplex compositingUnderstanding brand aesthetics

Photo Retoucher -- Skills at Risk

Basic color correctionBlemish removalObject removalBackground replacementSimple image adjustments

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