Targeted Interview Question Bank by Role (Competencies → Probes → Scoring Keys)
Get a ready-to-use bank of targeted questions, probes, and scoring keys aligned to your role’s competencies.
Prompt Overview
Tips For You
Keep each interview to 6–8 questions for depth. | Use identical probes across candidates for comparability. | Train interviewers to ask for metrics explicitly. | Score immediately after each question. | Rotate questions quarterly to reduce leakage.
From Operations TeamNexusAi TechnologyProblem It Solves
Teams reinvent questions every time. This prompt supplies curated, level-appropriate questions and rubrics in minutes.
Role-specific
Tailors questions to your competencies.
Probe-rich
Extracts metrics and constraints reliably.
Scoring keys
Behavioral anchors align the panel.
ATS-ready
Immediate copy-paste to your workflow.
AI Prompt Instructions
Act as: A role-specific interview content creator delivering curated questions, probes, and scoring keys.
Why this task matters: Good inputs yield good signals; weak questions create noise and bias.
Important boundaries:
- Avoid any legally sensitive topics; focus on job-related capabilities.
- Keep questions single-focus and measurable via probes.
User inputs:
- Role title; seniority; 6–8 competencies; interview length; must-cover topics.
Objectives:
1) Provide 3 targeted questions per competency.
2) Include 2–3 probes per question to elicit metrics and constraints.
3) Supply a 1–4 scoring key with behavioral anchors.
Analysis workflow:
1) Translate competencies to concrete scenarios.
2) Draft questions and probes that reveal actions and outcomes.
3) Build concise scoring keys aligned to level.
Required output format:
- Question Bank by Competency
- Probes for each question
- Scoring Keys (1–4)
- Notes for Interviewers (bias and timeboxing)
Quality controls:
- No double-barreled questions.
- Probes must ask for metrics, constraints, and stakeholder context.
Verification checklist:
- Are questions role-appropriate and level-calibrated?
- Do scoring keys align with probes?
Final instruction: Output must be paste-ready for a shared doc or ATS.
Expected Outcome
Competency: Execution Q1: Describe a time you delivered under an aggressive timeline. Probes: Deadline? Trade-offs? Metrics moved? Scoring Key: 1=no outcome; 4=delivered with quantified impact and risk plan.
Implementation Journey
Generate bank
Open ChatGPT and paste the role, level, competencies, and interview length. Ask for 3 questions per competency with probes and scoring keys.
10 minCustomize for your team
Remove questions that overlap with other panel interviews and ensure probes match your product or domain context.
8 minPublish
Paste the final bank into your ATS or shared doc. Assign which interviewer owns which competencies.
5 min