The expert track, getting paid for a qualification you already hold
· 3 min read · expert track, pay
AI companies increasingly need reasoning written by people who hold the qualification the problem belongs to: clinicians, lawyers, accountants, engineers and doctoral researchers. On Jwuma the expert track has three tiers, each with named evidence requirements, and every tier is granted by a member of staff after that evidence is checked.
The short version
- Three tiers: contributor, specialist and credentialed expert.
- Tiers are cumulative, so a higher tier can still take lower-tier work.
- Credentials are checked against an issuing register where one is published.
- Where no register exists, the credential is document-verified and the profile says so.
- Holding the qualification is necessary for the expert tier, not sufficient.
Why are AI companies paying for professional qualifications?
Because the commodity end of this market has been solved and the valuable end has not. Labelling images is now cheap and abundant. What is scarce is a cardiologist explaining, step by step, how they reached a diagnosis, including the possibilities they considered and rejected.
That reasoning is what current models are weakest at and what they are now being trained on. It cannot be produced by a generalist, because the value is precisely that the person actually knows.
What do the three tiers require?
The contributor tier is the general track: a written application and language evidence checked in onboarding. The specialist tier adds a rubric-scored domain assessment and demonstrable work history in that domain. The credentialed expert tier adds a qualification document, a register check where one is published, and an assessment at practitioner depth.
Tiers are cumulative. Moving up never locks you out of work you already qualified for.
How is a credential actually checked?
A member of staff reads your certificate, licence or registration. Where the issuing body publishes a public register, we check it there too and record the date of that check.
Where no register is published, we verify the documents and a person reads them, but that is a weaker check and we do not describe it as though it were the same thing. Your profile records which of the two happened, and clients commissioning expert work see that distinction.
Does holding the qualification guarantee the tier?
No, and that is deliberate. The expert tier also requires a rubric-scored assessment at practitioner depth. Being qualified establishes that you could do the work; the assessment establishes that you can do this particular work to the standard the client is paying for.
Failing an assessment for one domain does not affect any tier you already hold, and it comes with a written reason.
People also ask
What qualifications does the Jwuma expert tier accept?
Degree certificates, practising licences and professional registrations, for professions where the qualification is what the work requires. That includes medicine, law, accountancy, engineering and doctoral-level research.
Is my credential checked against an official register?
Where the issuing body publishes a public register, yes, and the date of that check is recorded. Where no register is published, the credential is document-verified only and your profile records that distinction rather than presenting the two as equivalent.
Does an AI decide whether I qualify for the expert tier?
No. The assessment produces a score against a frozen rubric, and that score is a recommendation. A named member of staff decides, with a written reason recorded either way.