AI fundamentally changes how they engineer: they default to AI-first approaches where appropriate and have built workflows, tooling or practices that improve output beyond just themselves.
CFTE Level 2: the person builds reusable workflows or tools that create leverage beyond the individual.
Applied AI PractitionerCompany's own name for this level: Adoptive
The employer requires systems, workflows or tooling used beyond the individual and explicit validation and accountability.
What this AIPF level means →