Introduction
Industry readiness is measurable. This article sets a five-attribute model (Projects, Tools, Mentorship, Assessment, Ecosystem) and provides a short audit students can run to validate claims.
Five attributes with verification steps
- Projects — Verify number, grade weight, and external evaluation. Ask for sample deliverables.
- Tools — Request certification outcomes and practical exam rubrics.
- Mentorship — Confirm mentor-student ratio and mentor role descriptions.
- Assessment — Check for competency-based assessments, not only written exams.
- Ecosystem — Map repeated hiring partners and evidence of convertibility.
Quick audit (10–20 minutes before an open day)
- Ask for one project brief and one sample student submission.
- Ask for tool certification pass rates.
- Ask for recent recruiter contact details for reference checks.
Industry readiness is a function of exposure and verification. Demand both.


