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Data Interview Question

College Education Value

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Requirements Clarification & Assessment

  1. Objective:

    • Develop a recommendation system for prospective students to maximize their educational investment from a cost-benefit perspective.
    • The primary metric is the Return on Investment (ROI) which considers tuition costs, potential salaries, and other financial factors.
  2. Clarifying Questions:

    • What is the target audience? Are we focusing on low-income students, or is it open to all?
    • Are there specific types of colleges (public vs. private) or programs (STEM vs. arts) to prioritize?
    • Is the system meant to be integrated into an existing platform, or is it standalone?
    • How important are non-financial factors like campus life or extracurricular activities?
  3. Data Requirements:

    • Comprehensive data on college programs, tuition fees, and living costs.
    • Historical salary data of alumni segmented by program and college.
    • Student financial backgrounds, including potential debt and scholarships.
    • Any additional data like graduation rates or employment rates post-graduation.
  4. Business Context:

    • Is the goal to drive leads to student financing companies or partner with educational institutions?
    • Are there incentives or partnerships with specific colleges?
    • How will the accuracy and reliability of the recommendations be assessed?