RequiredEmployer requirement

Ramp

Cross-function (all employees)·USA

Applied AI Practitioner

Public evidence — the organisation's published material, summarised

L2 Non-technical builder. Builds an app that automates part of their job. Can commit code using AI tools.

CFTE interpretation — expert reading, not the organisation's standard

The ladder's builder rung signals that non-technical staff are expected to automate parts of their own jobs and commit code using AI tools. Direction of intent rather than a capability requirement; the level shown is CFTE's reading.

AIPF Level — the CFTE proficiency level attached to this record

Applied AI PractitionerCompany's own name for this level: Non-technical builder

Building apps that automate one's own work is practitioner behaviour, presented as a ladder position, not a mandated bar.

What this AIPF level means →

Provenance

Source typePublic rubric via Peter Yang + Substack analysis

PublishedMarch 2026

CorroborationHigh

✓VerifiedView source

Evidence and CFTE interpretation are presented separately.

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