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Occupation · 2026 assessment

Marketolog-analitik

Marketolog-analitik is an occupation responsible for audience research, communication design and measurement of the commercial impact of promotion. 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.

75%2026
79%2028
84%2030
92%2035

Which tasks are exposed

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

TaskRisk
Cleaning, joining and preparing data97%
Creating standard reports and visualizations97%
Forming conclusions and checking causality66%
Creating draft campaign materials97%
Audience segmentation and personalization92%
Optimizing bids and placements96%
Preparing campaign reports94%
Developing positioning and strategy66%

Task map

AI replaces ↔ AI augments

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

  1. 1Cleaning, joining and preparing dataAI 97% · human 21%
  2. 2Creating standard reports and visualizationsAI 97% · human 22%
  3. 3Forming conclusions and checking causalityAI 66% · human 40%
  4. 4Creating draft campaign materialsAI 97% · human 23%
  5. 5Audience segmentation and personalizationAI 92% · human 23%
  6. 6Optimizing bids and placementsAI 96% · human 31%
  7. 7Preparing campaign reportsAI 94% · human 31%
  8. 8Developing positioning and strategyAI 66% · human 39%

Why technology can change this work

  • AI automatically drafts analyses, finds correlations and explains standard deviations
  • content and ad variants can be generated at scale
  • a large share of textual, analytical or information tasks is accessible to current AI models
  • a significant share of operations repeats along a stable workflow
  • the main inputs and outputs already exist in a digital environment
  • the scale and cost of routine operations create a strong automation incentive

What protects the occupation

  • choosing the right question and checking causality rather than correlation alone
  • positioning and cultural context
  • brand and business-outcome accountability
  • research into hidden audience motivation

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$8 150per month
2035$10 350scenario estimate
2026: $8 15020262027: $8 35020272028: $8 60020282029: $8 80020292030: $9 05020302031: $9 30020312032: $9 55020322033: $9 80020332034: $10 05020342035: $10 3502035
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.

AI Workflow Designer

Emerging role
New role risk31%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

Customer Success Manager

Established resilient role
New role risk30%
DemandHighDifficultyMediumTime6–12 monthsSkill fit70%

Synthetic Media Producer

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

Digital Avatar Producer

Emerging role
New role risk35%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Human-AI Collaboration Designer

Emerging role
New role risk25%
DemandHighDifficultyMediumTime6–12 monthsSkill fit60%

AI Evaluation Engineer

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

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

  • analytical question framing
  • metric interpretation
  • audience understanding
  • hypothesis design
  • campaign analytics
  • brand work

Skills to build

  • SQL and data preparation
  • visualization and forecasting
  • AI-content orchestration
  • experimentation and causal analytics
  • synthetic-media management
  • customer data strategy
CurrentMarketolog-analitik · 75%
→
Keepanalytical question framing · metric interpretation · audience understanding
→
AddSQL and data preparation · visualization and forecasting · AI-content orchestration

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.