INTERVIEW PREPARATION · Workflow idea
For a recruiting team authorized to use a candidate’s résumé and the current role description, prepare a draft of interview questions matched to the role and interview stage. Keep questions job-related, avoid protected or sensitive personal characteristics, and do not infer ability or fit from a generated summary. Candidate documents require restricted handling; interviewers should verify every prompt against the source and decide hiring outcomes themselves.
01 / The starting point
A current role description, candidate materials shared for hiring, and an authorized interviewer
“Create a fair, useful interview plan without treating extracted details as verified or decisive.”
02 / The work
Helps a hiring team organize candidate and role information into a draft interview question set for review.
Check that candidate materials were provided for this role and may be reviewed by the interviewer.
Use the approved job criteria and interview stage rather than personal assumptions.
Ask about relevant experience and skills without probing protected or sensitive characteristics.
Check every reference against the original résumé and remove unsupported or discriminatory prompts.
Have the hiring lead review the final questions and make all candidate assessments independently.
03 / The result
A private interview-preparation draft with role-linked questions and reviewer notes.
Reviews & approvals · Example outcome
A private interview-preparation draft with role-linked questions and reviewer notes.
Résumé extraction can be incomplete or wrong, and suggested answers or scores can introduce bias. Use only job-related criteria, protect candidate information, verify questions against the original materials, and keep evaluation and hiring decisions with qualified people.
04 / Make it yours
A few choices shape the work around your team.
Limit résumé and role materials to the hiring purpose and authorized participants.
Use approved requirements and prohibit sensitive personal inferences or automated ranking.
Store interview materials privately and apply appropriate retention and deletion rules.
Make it easy to flag errors and keep interview and hiring decisions with people.
Keep exploring
Turn a technical interview question into a structured study guide and draft feedback that a learner can review and revisit.