As of June 2026, Business Analyst has an AI-exposure score of 60/100 (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

Business Analyst

60/100
Elevated exposure
LowModerateElevatedHighVery High

More exposed than 64% of the roles we track. Median pay ~US$91,290.

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

Where are you in your career? (optional — tailors the context)
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

Business Analyst work in this profile is modeled from curated task data, including: Gather and document requirements; Analyze processes and data; Map workflows and recommend changes.

Common titles
Business Analyst
Skills and knowledge
RequirementsData analysisCommunication

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

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Business Analyst tasks, by AI exposure

Automatable
  • Gather and document requirements
1 more automatable task locked in the report.
Augmentable
  • Map workflows and recommend changes
Durable
  • Facilitate stakeholder alignment

We analyzed all 4 Business 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.

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.

Safer adjacent roles

Product Manager
82% skills overlap · Moderate exposure · ~US$134,290
48
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 "Gather and document requirements". 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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