AI IMPACT THE JOB-CHANGE WIRE · ROLE BY ROLE
How fast is AI changing your job?
35 jobs. What AI takes over, what it changes, and what still needs a person — with sources, confidence labels, and an honest take.
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.