Research Insights

Role transition signals in the career graph

JR does not generate a combinatorial matrix of every job pairing. Transition pages exist only when both sides of the move are grounded in published research or a curated guide.

High-intent examples with supporting pages

• Accountant → Financial Analyst — both roles in the Index; forward-looking analysis adjacent to accounting literacy.
• Teacher → Instructional Designer — learning design skill, different delivery format.
• Marketing → Product Marketing — broad marketing craft applied deep on one product.
• QA → SDET — manual quality into test automation engineering (AI-quality specialization paths start from durable QA judgment on the QA Tester page).
• Recruiter → People/HR Analytics — hiring data fluency applied across the employee lifecycle.

Full curated set: Career Change Guides. Role → transition → learning → proof path appears on each AI risk role page.