Skill match
Compare listed skills to the role requirements and look for supporting project, work, or portfolio evidence.
Candidate screening
Good screening connects profile signals, portfolio proof, role constraints, and communication quality before interviews begin.

Put the guidance to work
Choose a practical next step, document the evidence it produces, and use it in the relevant hiring conversation.

Review signals
A practical screen helps hiring teams spend interview time on candidates with credible alignment.
Compare listed skills to the role requirements and look for supporting project, work, or portfolio evidence.
Check whether the candidate has owned similar problems, worked at the right level of autonomy, and can explain tradeoffs.
Confirm location, availability, work mode, salary context, and timing before moving deeper into the process.
Fair process
Structured review improves candidate experience and reduces rushed decisions.
Review each candidate against the published role brief, not against shifting preferences.
Capture why someone is shortlisted, held, declined, or moved to interview so decisions stay clear.
Request private details only when there is a credible role fit and an authorized hiring reason.
Next steps
FAQ
Start with role fit, portfolio evidence, availability, location, and communication clarity.
The criteria stay consistent, while follow-up questions can adapt to each candidate's evidence.