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Occupation · 2026 assessment

Head of customer analytics

The Head of customer analytics role combines repeatable operations with decisions that require professional context. The index measures task exposure to AI, software automation and robotics—not the probability that the occupation disappears.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

33%2026
38%2028
44%2030
52%2035

Which tasks are exposed

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

TaskRisk
Collecting metrics and preparing management reports53%
Resource planning and scenario modelling47%
People, conflict and accountability decisions14%
Cleaning, joining and preparing data57%
Creating standard reports and visualizations55%
Forming conclusions and checking causality27%
Creating draft campaign materials58%
Audience segmentation and personalization51%

Task map

AI replaces ↔ AI augments

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

  1. 1Collecting metrics and preparing management reportsAI 53% · human 73%
  2. 2Resource planning and scenario modellingAI 47% · human 66%
  3. 3People, conflict and accountability decisionsAI 14% · human 81%
  4. 4Cleaning, joining and preparing dataAI 57% · human 58%
  5. 5Creating standard reports and visualizationsAI 55% · human 59%
  6. 6Forming conclusions and checking causalityAI 27% · human 76%
  7. 7Creating draft campaign materialsAI 58% · human 59%
  8. 8Audience segmentation and personalizationAI 51% · human 60%

Why technology can change this work

  • AI automatically drafts analyses, finds correlations and explains standard deviations
  • AI prepares reports, plans, minutes and management options
  • autopilot gradually takes control in constrained, well-mapped environments
  • content and ad variants can be generated at scale
  • platforms automate bidding and segmentation
  • AI rapidly analyzes campaigns and audience behavior

What protects the occupation

  • choosing the right question and checking causality rather than correlation alone
  • accountability for people, priorities and conflicting interests
  • a large share of value comes from human judgement, trust or personal accountability
  • operation in bad weather, road works and unpredictable human behavior
  • positioning and cultural context
  • brand and business-outcome 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$9 750per month
2035$13 150scenario estimate
2026: $9 75020262027: $10 10020272028: $10 40020282029: $10 80020292030: $11 15020302031: $11 50020312032: $11 90020322033: $12 30020332034: $12 75020342035: $13 1502035
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%

Online Community Safety Manager

Emerging role
New role risk31%
DemandHighDifficultyHighTime12–24 monthsSkill fit56%

Spatial Computing Producer

Emerging role
New role risk26%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Customer Success Manager

Established resilient role
New role risk30%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

Synthetic Media Producer

Emerging role
New role risk44%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

Digital Avatar Producer

Emerging role
New role risk35%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

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
  • goal setting
  • people management
  • resource allocation
  • spatial attention

Skills to build

  • SQL and data preparation
  • visualization and forecasting
  • AI-enabled team management
  • auditing AI management recommendations
  • remote autonomous-vehicle supervision
  • telemetry work
CurrentHead of customer analytics · 33%
→
Keepanalytical question framing · metric interpretation · goal setting
→
AddSQL and data preparation · visualization and forecasting · AI-enabled team management

Sources and update

Updated: 2026-09-25 · 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.