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Logo AI Challenge 2025 | CV Analyzer Agent Challenge

📄 Description

In this strategic consulting challenge, your team will partner with EY's talent acquisition department to revolutionize their candidate selection process for 5 critical open positions.

As consultants, you'll develop an AI-powered talent intelligence solution that transforms how the organization identifies, evaluates, and engages top talent.

Your solution may take various forms:

  • A decision support system that identifies optimal candidate-role matches.
  • An intelligent recommendation engine surfacing high-potential candidates.
  • A strategic interview platform generating personalized assessment questions.
  • Or any other innovative AI-driven approach.

🎯 Objective

Demonstrate how strategic application of AI can:

  • Enhance recruitment quality.
  • Improve candidate experience.
  • Reduce time-to-hire.
  • Deliver a competitive advantage in the war for talent.

🗂 Data

The dataset consists of:

  • 📄 107 candidate CVs (PDF format)
  • 🧾 5 job descriptions (PDF format)

🧠 Consulting Mindset Expectations

  • Business Problem Solvers: Address real hiring pain points.
  • Insight Providers: Turn raw CVs into actionable intelligence.
  • Experience Designers: Enhance recruiter and candidate journeys.
  • Sell the Solution: Present it as a valuable strategic asset to the client.

📦 Deliverables

  • ✅ A working prototype of your solution.
  • Organized, well-documented, reproducible code (in Google Colab).
  • ✅ A strategic presentation pitching your solution to EY executives.
  • ✅ (Optional) A live demo of your solution.
  • ✅ (Optional) Performance analysis vs. traditional methods.

⚠️ **Important Submission Requirement** ⚠️

✅ Before the 14h00 deadline

Submit a zip folder with:

  • The Google Colab notebook (with all cells run & outputs shown).
  • Screenshots of all external tools/visualizations used.

Submit via email to: eyaichallenge@pt.ey.com

Subject: CV Analyzer Agent – GroupName

Include group member names in the email.


🛠 Tech & Tools – You Have Full Freedom

🚨 Mandatory: Solution must be developed in Google Colab using Python.

Beyond that, you can freely choose:

  • Libraries: Pandas, Scikit-learn, LangChain, etc.
  • Visualization Tools: Matplotlib, Seaborn, Power BI, Tableau, etc.
  • AI Assistants: ChatGPT, GitHub Copilot, Gemini, etc.
  • Software Platform: Google Colab, VSCode, Jupyter, etc.
  • Programming Language: Python (recommended), R, JavaScript, SQL, etc.

Use whatever helps you move faster and think smarter.


⏱ Time Management & Rules

  • ⏳ You have 4 hours total – no extensions.
  • 🗣 Deliver a 5-minute presentation as a consulting pitch.
  • 👥 Each group may request:
    • 1x Technical support (5 min max)
    • 1x Business support (5 min max)

Assistants will not provide solutions, only strategic guidance.


⚙️ Strategy & Workflow Tips

  1. 👥 Assign roles early – data analyst, business analyst, presenter.
  2. 🔄 Work in parallel – avoid bottlenecks.
  3. 🧑‍🏫 Start preparing the presentation early.
  4. 🎯 Be realistic – focus on clarity and impact over complexity.

💡 Success is about teamwork, structure, clarity, and strategy, not just code.


💡 Tips for Competitors

  • 🎯 Choose your LLM strategically:

    • Gemini: fast, limited context.
    • LLaMA: more context, slower.
  • 🧾 Master the Talent Data: Look beyond the obvious – identify potential, culture fit, growth signals.

  • 🛤 Define a clear AI Role: Will it automate, augment, or assist hiring?

  • 👥 Design for All Stakeholders: Recruiters, hiring managers, and candidates.

  • 📊 Show Measurable Impact:

    • Reduced time-to-hire
    • Improved candidate quality
    • Cost savings
  • 🚀 Think beyond tools – reinvent the hiring process itself.

  • 📈 Build a Business Case: Position your solution as a strategic advantage.


🧭 Final Thought

This challenge is your opportunity to redefine how organizations attract and hire talent.

🏆 Winning teams will blend:

  • Technical AI expertise
  • Strategic business insight
  • Clear communication
  • End-to-end stakeholder thinking

Deliver a solution that’s not just smart – make it transformational.


🏁 Brought to you by EY AI Challenge

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EY AI Challenge 2025 | CV Analyzer Agent

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