What does a useful process look like?
Pick the essential tasks first, then combine a small number of relevant tests. Use a follow-up work sample to explore ambiguity, prioritization and learning.
Keep the assessment proportionate
Define what success in the job looks like before choosing tests. Explain the purpose and expected time to candidates. Provide practice questions and a clear route to request accommodations.
Make a decision you can explain
Use assessment results alongside a structured conversation and realistic work sample. Review integrity signals in context and record the evidence behind your choice.