The problem with matching job titles
Job titles are shorthand, not proof of capability. The same title can cover different responsibilities, while relevant work may sit under an unfamiliar title or in another sector. A reliable screen asks what the person actually did, at what level of ownership, and with what observable result.
What transferable experience means
Transferable experience is prior work that demonstrates a capability relevant to the new role even when the context, product, sector, or title differs. The transfer is a reason to inspect the evidence; it is not a claim that the candidate already knows every local process.
A four-step assessment framework
- Name the requirement. Write the capability as an action, such as “coordinate a documented shift handover,” rather than “operations experience.”
- Extract the candidate action. Note the verb, scope, stakeholders, tools, and result in the CV. “Led a warehouse dispatch change” is more useful than the title “logistics coordinator.”
- Map the equivalence. Explain why the action demonstrates the requirement, and mark differences in context that may require onboarding or a follow-up question.
- Label the evidence. Record supported, plausible transfer, or not yet evidenced. Do not turn an inference into a fact.
Worked example
Requirement: “Can coordinate a time-critical handover with a documented record.” A candidate's CV says they coordinated theatre production changeovers, briefed multiple crews, and maintained a run sheet. The sector differs, but the action pattern is comparable: coordination, time pressure, stakeholder communication, and documentation. Record the transfer as plausible and ask how they handled safety-critical exceptions before treating it as fully evidenced.
Transferable-experience checklist
- The requirement is written as an observable action.
- The CV evidence names the candidate's own responsibility, not only a team or employer outcome.
- Scope, complexity, and result are recorded where available.
- Context differences and likely onboarding needs are visible.
- Supported evidence is separated from interpretation and unknowns.
- Comparable candidates are reviewed against the same requirement and evidence labels.
Skilltage guidance and limits
Skilltage guidance: use requirement-level evidence to make a possible transfer visible for human review. AI-assisted matching can surface related wording, but reviewers must inspect the source evidence and decide whether the transfer is sufficient for the role. Skilltage does not decide that a candidate is suitable, remove the need for role-specific validation, or guarantee a hiring outcome.
Transferable experience is not a shortcut around essential entry conditions, regulated credentials, or local training requirements. Confirm any mandatory conditions separately and give candidates a fair way to clarify evidence.
Next step
Take one requirement from your next opening and list three acceptable evidence patterns from adjacent roles or sectors. Use those patterns to guide review, then record the source wording and remaining uncertainty for each candidate. For the underlying review rule, read why missing evidence is not negative evidence.