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Occupation · 2026 assessment

Tourism analytics Manager

The Tourism analytics Manager 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.

35%2026
40%2028
46%2030
54%2035

Which tasks are exposed

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

TaskRisk
Collecting metrics and preparing management reports45%
Resource planning and scenario modelling36%
People, conflict and accountability decisions15%
Cleaning, joining and preparing data49%
Creating standard reports and visualizations42%
Forming conclusions and checking causality21%
Bookings, reminders and standard messages48%
Initial diagnosis of a standard request39%

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 45% · human 74%
  2. 2Resource planning and scenario modellingAI 36% · human 68%
  3. 3People, conflict and accountability decisionsAI 15% · human 79%
  4. 4Cleaning, joining and preparing dataAI 49% · human 59%
  5. 5Creating standard reports and visualizationsAI 42% · human 62%
  6. 6Forming conclusions and checking causalityAI 21% · human 77%
  7. 7Bookings, reminders and standard messagesAI 48% · human 69%
  8. 8Initial diagnosis of a standard requestAI 39% · human 66%

Why technology can change this work

  • AI automatically drafts analyses, finds correlations and explains standard deviations
  • AI prepares reports, plans, minutes and management options
  • booking, communication and routine advice move to digital services
  • robots gradually learn standardized operations
  • AI helps diagnose problems and select solutions

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
  • hands-on work in unpredictable environments
  • personal trust and individual adaptation
  • on-site accountability for outcomes

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$4 200per month
2035$5 650scenario estimate
2026: $4 20020262027: $4 35020272028: $4 50020282029: $4 65020292030: $4 80020302031: $4 95020312032: $5 15020322033: $5 30020332034: $5 50020342035: $5 6502035
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.

Customer Success Manager

Established resilient role
New role risk30%
DemandHighDifficultyMediumTime6–12 monthsSkill fit72%

AI Adoption Coach

Emerging role
New role risk19%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

Robotics Maintenance Planner

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

Domestic Robot Installer

Emerging role
New role risk8%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Remote Care Coordinator

Emerging role
New role risk13%
DemandHighDifficultyHighTime3–6 yearsSkill fit38%

Digital Wellbeing Specialist

Emerging role
New role risk20%
DemandHighDifficultyHighTime12–24 monthsSkill fit56%

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
  • needs diagnosis

Skills to build

  • SQL and data preparation
  • visualization and forecasting
  • AI-enabled team management
  • auditing AI management recommendations
  • digital diagnostics
  • smart-equipment operation
CurrentTourism analytics Manager · 35%
→
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.