Phase 2 Validation Study · April 2026

Help us define the AI Operations Professional in Australia.

We conducted a national occupational analysis of this emerging role. Now we need practitioners like you to validate it — or tell us where we got it wrong. Your honest experience is the research.

7–9 minutes to complete

28 questions across 5 sections

Anonymous by default

What we cover

1 Your role and background 5 questions

2 What you actually do day-to-day 5 questions

3 Skills and knowledge requirements 4 questions

4 Regulation and ethics in practice 5 questions

5 Professional credentialing 5 questions

Responses are stored anonymously in a secure research database. You may optionally provide your email at the end if you'd like to be notified when findings are published or to participate in a follow-up interview.

Question 1 of 28 Your Role

Tip: PressEnterto advance,A–Jto select options

Thank you — this matters.

Your responses have been recorded in the Malak Foundation research database. They will directly shape the definition of the AI Operations Professional credential in Australia.

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Want to be notified when findings are published?

Leave your email to receive the published research report (Q3 2026) and an invitation to participate in a 20-minute follow-up interview if interested. Completely optional.

Findings will be published publicly at malakfoundation.org.au/research in Q3 2026. The full dataset (anonymised) will be submitted to JASANZ as part of the CAIOP accreditation application.