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Occupation · 2026 assessment

Khudozhnik rospisi po tkani

Khudozhnik rospisi po tkani is an occupation responsible for a visual, product or spatial concept and its preparation for real production or use. The profile assesses automation of individual tasks rather than disappearance of the whole occupation.

Moderate risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

59%2026
63%2028
68%2030
76%2035

Which tasks are exposed

Risk applies to individual tasks—not to a person or an entire occupation.

TaskRisk
Generating image or layout variants88%
Adapting sizes, formats and components83%
Retouching and technical asset processing83%
Preparing specifications and production handoff73%
Art direction and visual-concept selection53%
Understanding client context and defending the solution36%

Task map

AI replaces ↔ AI augments

Each task is positioned by AI capability and the degree of human involvement still required.

  1. 1Generating image or layout variantsAI 88% · human 37%
  2. 2Adapting sizes, formats and componentsAI 83% · human 39%
  3. 3Retouching and technical asset processingAI 83% · human 47%
  4. 4Preparing specifications and production handoffAI 73% · human 42%
  5. 5Art direction and visual-concept selectionAI 53% · human 48%
  6. 6Understanding client context and defending the solutionAI 36% · human 58%

Why technology can change this work

  • generative models rapidly create visual variants
  • routine layouts and format adaptations can be automated
  • a large share of textual, analytical or information tasks is accessible to current AI models
  • the main inputs and outputs already exist in a digital environment
  • prototypes can be built from text descriptions

What protects the occupation

  • art direction and coherent visual systems
  • user research and problem framing
  • distinctive style, taste and design accountability

United States · before tax

Average pay and outlook

Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.

2026$7 550per month
2035$9 600scenario estimate
2026: $7 55020262027: $7 75020272028: $7 95020282029: $8 15020292030: $8 40020302031: $8 60020312032: $8 85020322033: $9 10020332034: $9 35020342035: $9 6002035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Practical next step

Where to move next

Do not restart from zero: carry your experience forward and add scarce skills.

Generative Design Engineer

Emerging role
New role risk16%
DemandHighDifficultyMediumTime6–12 monthsSkill fit58%

Virtual Production Director

Emerging role
New role risk29%
DemandHighDifficultyMediumTime6–12 monthsSkill fit70%

Digital Avatar Producer

Emerging role
New role risk35%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

Synthetic Media Producer

Emerging role
New role risk44%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

Adaptive Learning Designer

Emerging role
New role risk18%
DemandHighDifficultyMediumTime6–12 monthsSkill fit58%

Product Manager

Established resilient role
New role risk31%
DemandMediumDifficultyHighTime12–24 monthsSkill fit54%

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Skills you already have

  • visual thinking
  • composition
  • user understanding
  • design presentation

Skills to build

  • AI-generation art direction
  • product thinking
  • 3D and spatial design
  • content-rights management
CurrentKhudozhnik rospisi po tkani · 59%
→
Keepvisual thinking · composition · user understanding
→
AddAI-generation art direction · product thinking · 3D and spatial design

Sources and update

Updated: 2026-09-26 · Assessment confidence: Medium

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.

World Economic Forum · 2025The Future of Jobs Report 2025

A survey of more than 1,000 employers representing over 14 million workers across 55 economies.

O*NET Resource Center · 2026O*NET Database

Occupational, task, skill and work-context structure.