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Occupation · 2026 assessment

Data protection Analyst

The Data protection Analyst 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.

Moderate risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

44%2026
48%2028
53%2030
60%2035

Which tasks are exposed

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

TaskRisk
Cleaning, joining and preparing data68%
Creating standard reports and visualizations66%
Forming conclusions and checking causality38%
Searching statutes, precedents and decisions67%
Drafting standard legal documents68%
Reviewing contracts against defined rules64%
Monitoring deadlines and mandatory requirements61%
Negotiation and dispute-position development29%

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 68% · human 47%
  2. 2Creating standard reports and visualizationsAI 66% · human 48%
  3. 3Forming conclusions and checking causalityAI 38% · human 65%
  4. 4Searching statutes, precedents and decisionsAI 67% · human 53%
  5. 5Drafting standard legal documentsAI 68% · human 56%
  6. 6Reviewing contracts against defined rulesAI 64% · human 58%
  7. 7Monitoring deadlines and mandatory requirementsAI 61% · human 60%
  8. 8Negotiation and dispute-position developmentAI 29% · human 66%

Why technology can change this work

  • AI automatically drafts analyses, finds correlations and explains standard deviations
  • case-law search and document analysis are moving to semantic systems
  • standard contracts and filings can be generated automatically
  • large bodies of law and rulings can be machine-compared

What protects the occupation

  • choosing the right question and checking causality rather than correlation alone
  • legal accountability and representation
  • interpretation of ambiguous circumstances
  • negotiation, strategy and client trust

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$10 000per month
2035$13 500scenario estimate
2026: $10 00020262027: $10 35020272028: $10 70020282029: $11 05020292030: $11 45020302031: $11 80020312032: $12 20020322033: $12 65020332034: $13 05020342035: $13 5002035
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 Regulatory Affairs Specialist

Emerging role
New role risk18%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Digital Evidence Engineer

Emerging role
New role risk19%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Deepfake Forensics Analyst

Emerging role
New role risk14%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

AI Policy Analyst

Emerging role
New role risk16%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

AI Compliance Officer

Emerging role
New role risk22%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

AI Auditor

Emerging role
New role risk24%
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
  • legal analysis
  • argumentation
  • regulatory research
  • negotiation

Skills to build

  • SQL and data preparation
  • visualization and forecasting
  • LegalTech tools
  • AI decision auditing
  • data protection
  • digital-system compliance
CurrentData protection Analyst · 44%
→
Keepanalytical question framing · metric interpretation · legal analysis
→
AddSQL and data preparation · visualization and forecasting · LegalTech tools

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.