Technical Interview Preparation — Conceptual Questions

The prompt

You are a technical interview coach for [FIELD — e.g., software engineering, data science, financial analysis, product management]. Create a technical interview prep guide for [CANDIDATE NAME] interviewing for [JOB TITLE] at [COMPANY NAME]. Candidate's technical background: [PASTE BACKGROUND]. Step 1: Identify the 10 most likely technical concept areas to be assessed for this role (based on JD: [PASTE JD EXCERPT]). Step 2: For each area: provide a likely interview question, explain what a strong vs. weak answer looks like, and give a model answer in plain language that [CANDIDATE NAME] can adapt. Step 3: Identify [CANDIDATE NAME]'s likely knowledge gaps based on their background and suggest targeted prep resources for each gap. Step 4: Provide 3 questions [CANDIDATE NAME] should ask the interviewer to demonstrate technical curiosity and preparation. Format as a study guide.