Separate essential experience from trainable tools by connecting each requirement to an early responsibility. Ask what the person must do independently, what support exists, and what happens if the learning takes longer than expected.
“Smart people can learn anything” is not an onboarding plan. Neither is a long list of familiar products a reliable description of competence.
Classify each requirement
| Category | Meaning | Hiring implication |
|---|---|---|
| Essential on entry | Needed for an immediate responsibility without adequate supervision | Assess before the hiring decision |
| Transferable foundation | Similar reasoning or techniques apply in a new environment | Test the transfer, not just terminology |
| Supported learning | The team can teach it with realistic time and access | Describe the onboarding support |
| Preference | Convenient but not necessary for the work | Remove it from rejection criteria |
For every essential requirement, write a sentence explaining why it cannot wait. If the explanation is only “we have always hired this way,” revisit it.
Name the learning owner
A trainable requirement needs someone who can explain the environment, review early work, and answer questions. Documentation can help, but it may not replace judgment that only an experienced colleague can provide.
If no one can supervise an unfamiliar specialist responsibility, the role may need more experience on entry than the team initially assumed.
Test transfer with a small change of context
Ask candidates to explain a familiar problem and then change a relevant constraint. For an engineer, that might mean different failure consequences. For a seller, it might mean a different buying committee.
Listen for which principles they retain, which assumptions they question, and what they would need to learn. Do not expect instant mastery of information you have not provided.
The assessment should reflect capabilities required when the person starts. OPM similarly distinguishes work-sample assessment of entry capabilities from skills intended to be taught after hiring. OPM work samples guidance.
Update the search brief
Show recruiters the classification, not just a revised job advertisement. Explain which gaps warrant clarification and which genuinely prevent the person from doing the early work.
Use adjacent candidate pools to broaden the search and turn agreed learning needs into the onboarding plan. Discuss the role with Refery.
Before treating a substantial gap as trainable, check your mentoring and review capacity. A learning plan needs a qualified owner with time to support it.