Industry experience transfers when the candidate can apply relevant reasoning to your customers, constraints, and decisions. Similar terminology is useful context, but it is weaker evidence than understanding how work actually happens.
Start by defining the domain knowledge the role needs immediately. A customer-facing specialist and an internal infrastructure engineer may require very different depth even within the same company.
Map the domain into layers
| Layer | Question to answer |
|---|---|
| User workflow | What does the user do before, during, and after using the product? |
| Decision structure | Who chooses, uses, approves, and can block the product? |
| Operating constraints | What limits timing, access, reliability, or implementation? |
| Consequences | What happens when an assumption or output is wrong? |
| Specialized knowledge | Which concepts require prior expertise or supervised learning? |
Use this map to explain why direct experience matters where it does. Avoid treating an industry name as a complete requirement.
Run a transfer discussion
Give the candidate a fictional, non-sensitive workflow and enough background to understand the problem. Ask them to compare it with something they have worked on.
Useful prompts include:
- Which parts are familiar, and where could that familiarity mislead you?
- What would you ask a domain expert before proposing a solution?
- Which decision could you make now, and which should wait?
- How would you verify that the user’s stated problem matches the actual workflow?
The strongest answer need not use your preferred vocabulary. Look for careful distinctions and a credible learning approach.
Separate confidence from understanding
A fluent candidate can still import assumptions from a different market. Ask for a concrete example of something that would change their recommendation.
Likewise, an unfamiliar term should not outweigh evidence that the candidate understands the underlying problem. Clarify terminology before concluding that knowledge is absent.
For regulated or safety-sensitive work, specify the required expertise and qualified review rather than assuming general adaptability is sufficient. This guide does not define professional eligibility.
Write the conclusion as a transfer hypothesis
Record the relevant experience, the gap, the evidence gathered, and the support required. “Can learn the industry” is too vague to guide either a hiring decision or onboarding.
Pair this discussion with essential versus trainable requirements and the candidate evidence record. Discuss a search with Refery.