Occupation · 2026 assessment

Ikonopisets

Ikonopisets 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.

High risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

61%2026
65%2028
70%2030
78%2035

Which tasks are exposed

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

TaskRisk
Generating image or layout variants90%
Adapting sizes, formats and components85%
Retouching and technical asset processing85%
Preparing specifications and production handoff75%
Art direction and visual-concept selection55%
Understanding client context and defending the solution38%

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 90% · human 35%
  2. 2Adapting sizes, formats and componentsAI 85% · human 37%
  3. 3Retouching and technical asset processingAI 85% · human 45%
  4. 4Preparing specifications and production handoffAI 75% · human 40%
  5. 5Art direction and visual-concept selectionAI 55% · human 46%
  6. 6Understanding client context and defending the solutionAI 38% · human 56%

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$6 750per month
2035$8 550scenario estimate
2026: $6 75020262027: $6 95020272028: $7 10020282029: $7 30020292030: $7 50020302031: $7 70020312032: $7 90020322033: $8 10020332034: $8 35020342035: $8 5502035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

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
CurrentIkonopisets · 61%
→
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.