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McKinsey Hard Strategic Decision Growth Strategy Operations

AI

#Recruitment #Technology #HR/Recruitment #Job Boards
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This is a strategic trend analysis case requiring candidates to assess AI's multi-dimensional impact on JobJedi's business. The case progresses from broad competitive analysis (Q1) through workforce implications (Q2-Q3) to specific AI offering recommendations (Q4), testing both conceptual thinking and quantitative skills. The math exercise (Q3) validates whether candidates can convert strategic insights into concrete headcount calculations.

Estimated Time 36 minutes
Difficulty Hard
Source PeterK
64 / 100
Our client, JobJedi, is a major job board in the Philippines that began operating in 2019 and has experienced rapid growth. Currently, the platform has over 700,000 registered job seekers and features more than 73,000 job postings from over 100 companies. Despite its success, the investors of JobJedi recognize that the job board industry is on the cusp of significant changes due to the rapid development of artificial intelligence and technologies, such as ChatGPT. They have enlisted the aid of your firm to help JobJedi assess how AI will impact their business over the next five years.

Clarifying Information

  1. JobJedi operates only in the Philippines
  2. The competitive landscape of job boards in the Philippines is crowded
  3. The Philippines’ population is 117M and unemployment rate is ~5% (2023)
  4. Some job boards have started offering AI-enabled value-add services like chatbots to screen candidates, artificial voice calls for reference-checking, etc.
  5. AI has potential to automate a lot of jobs but it can also create new jobs. 25% of current work tasks could be automated by AI in the U.S. and Europe
  6. Backed by big-tech, AI will keep its explosive growth (in 2023 Microsoft invested $10B in ChatGPT maker OpenAI; Google released ChatGPT rival AI “Bard”; etc.)
Mock Interview
Interviewer

Our client, JobJedi, is a major job board in the Philippines that began operating in 2019 and has experienced rapid growth. Currently, the platform has over 700,000 registered job seekers and features more than 73,000 job postings from over 100 companies. Despite its success, the investors of JobJedi recognize that the job board industry is on the cusp of significant changes due to the rapid development of artificial intelligence and technologies, such as ChatGPT. They have enlisted the aid of your firm to help JobJedi assess how AI will impact their business over the next five years.

You

Thanks. Before analyzing, I'd like to clarify a few key questions...

Interviewer

Good question. Let me provide some background information...

You

Based on this, I suggest analyzing from these dimensions...

AI Score
Structure Analysis Communication Business Sense Quantitative
Practicing...
Score coming soon
Practice this case with AI Mock Interview

JobJedi, a fast-growing Philippine job board, seeks to understand how rapid AI development will reshape its business over five years. The analysis requires examining competitive disruption, business model impacts, workforce transformation, and identifies an expected 9 FTE net increase despite automation, with significant role composition shifts toward higher-skilled positions.

Key Insights:

  1. AI in job boards creates dual pressure: operational automation (downsizing routine functions) combined with expansion hiring (new AI-native roles requiring specialized talent)
  2. The math exercise demonstrates that net headcount growth can coexist with significant internal reallocation—some roles shrink while others grow, requiring strategic workforce rebalancing
  3. As a relatively young, well-funded player in a crowded market, JobJedi’s competitive advantage lies in agility to adopt AI-enabled services faster than legacy competitors or smaller players lacking resources
  4. The case emphasizes structured problem-solving across frameworks (3-pillar analysis), ideation (7-8 ideas generation), and quantitative rigor (FTE-level workforce modeling)