Career Pivot Guide

How to compare adjacent careers using skills, labor-market data and AI exposure.

Start with transferable value

List the knowledge, tools, credentials, relationships and responsibilities that would remain useful in another role. Then identify adjacent occupations where those assets shorten the transition.

Compare more than AI exposure

A lower exposure score alone does not make a career a good pivot. Consider wages, projected employment, annual openings, training time, licensing, location and whether you would actually want the work.

Prefer short bridges

When two careers have similar requirements, a targeted credential, portfolio project or new responsibility may be enough to bridge the gap. AIJobScanner's Career Pivot and labor-market tools are designed to make those tradeoffs visible.