AI IMPACT THE JOB-CHANGE WIRE · ROLE BY ROLE
How fast is your job changing?
How AI is changing 35 different jobs — designers, teachers, lawyers, doctors, accountants, more. What it's taking over. What it's changing. What stays human. With sources. No fluff. No doom. No signup.
Three dials, not exact numbers
Radiologist
Moderate pressure on radiologists. The shape is what matters.
From reading films to interpreting AI second opinions.
Design & Creative
Heavy pressure ahead for graphic designers.
From pixel-perfect production to creative direction.
HEAVY
Law & Legal
Moderate pressure on corporate lawyers. The shape is what matters.
From document review marathons to judgement calls.
MODERATE
Education
Light pressure on primary teachers — but the long arc is changing.
From lesson plans and grading to facilitation and care.
LIGHT
Finance & Accounting
Heavy pressure ahead for accountants.
From bookkeeping and reconciliation to advisory.
HEAVY
Marketing & Communications
Heavy pressure ahead for copywriters.
From writing to editing the machine.
HEAVY
Software & Tech
Heavy pressure ahead for software engineers.
From writing code to reviewing it at speed.
HEAVY
Translation & Language
Heavy pressure ahead for translators.
From rendering text to defending nuance.
HEAVY
Operations & People
Moderate pressure on recruiters. The shape is what matters.
From sourcing to relationship craft.
MODERATE
Sales & Customer
Heavy pressure ahead for customer support agents.
From ticket triage to high-stakes resolution.
HEAVY
Each role gets a one-page report — the overall picture (Light, Moderate, or Heavy effect), three dials across 2026 / 2028 / 2030, the specific skills changing, the sources we used, and an honest take where one is earned.
Built by one analyst at A Guide to Cloud — free, fast, no signup, no tracking. Read the method if you want the rules.
— RECENTLY REVISED —
— FROM THE COSMOS —
- A Guide to Cloud
- Brain Bar
- Shift you are here
— FOR DEVELOPERS —
- Data table (HTML)
- /role-index.json CORS-open feed
- MCP endpoint for AI agents