As of June 2026, Data Analyst has an AI-exposure score of 59/100 (Elevated exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.

AI Exposure Score for

Data Analyst

59/100
Elevated exposure
LowModerateElevatedHighVery High

More exposed than 60% of the roles we track. Median pay ~US$83,640.

Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.

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How this role compares to similar Technology roles

Data Analyst (this role)
59
Backend Developer
59
Business Analyst
60
Frontend Developer
61
Software Developer
57
DevOps Engineer
57
See all roles by exposure →
Data sources, not endorsements: O*NET task data, BLS employment/pay/demand, and Anthropic Economic Index signals.Methodology Data sources
Role snapshot

What this role usually involves

AI-Safe curated role profile

Data Analyst work in this profile is modeled from curated task data, including: Query and clean datasets; Build reports and dashboards; Translate questions into analysis.

Common titles
Data Analyst
Skills and knowledge
SQLVisualizationStatistics

Source: AI-Safe curated role profile. Context describes the role; the AI-exposure score remains a separate task-exposure estimate.

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Data Analyst tasks, by AI exposure

Automatable
  • Query and clean datasets
  • Build reports and dashboards
Action steps for this automatable task locked in the report.
Augmentable
  • Translate questions into analysis
Action steps for this augmentable task locked in the report.
Durable
  • Advise stakeholders on decisions
Action steps for this durable task locked in the report.

We analyzed all 4 Data Analyst tasks — 2 automatable, 1 augmentable and 1 durable. The full task map — every task with exactly what to do about each — is in your Career Report.

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Your report unlocks three concrete artifacts

Full task map

Every task scored with what to automate, augment, or protect.

Safer role shortlist

5-10 adjacent roles with salary, demand, and reachability.

30/60/90 plan + PDF

A keepable roadmap plus resume and LinkedIn repositioning.

Grounded in O*NET + the Anthropic Economic Index + BLS — not generic ChatGPT advice.

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Safer adjacent roles

Data Scientist
82% skills overlap · Elevated exposure · ~US$108,020
56
7 more safer roles with salary, demand & a reachability map — in your Career Report.
AI-augmentation kit (prompt preview) You are my AI copilot for "Query and clean datasets". I'll paste the inputs; draft the first version and flag exactly what needs my judgment, then iterate until…
The full, copy-paste-ready prompt — one per exposed task — is in your Career Report.

Your AI-Safe Career Report

Every task scored with what to do about it · 5–10 safer roles with salary, demand & reachability · skill-gap map · a 30/60/90-day roadmap · plus a résumé & LinkedIn rewrite · PDF.
Grounded in O*NET + the Anthropic Economic Index + BLS — personalized to your role.

Workers with AI skills earn a roughly 62% wage premium — adapting pays. — PwC Global AI Jobs Barometer, 2026

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Important: This is an estimate of AI exposure, not a prediction that your job will disappear. It is designed to help you understand how your role may change and improve your career resilience.

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