Introduction
The trade-off we're examining today is whether upGrad's career services should focus on increasing job placement rates or diversifying the types of roles and industries we connect students with. This decision is crucial for upGrad's growth strategy and student success outcomes. I'll analyze this trade-off by examining the product context, identifying key metrics, designing experiments, and providing a data-driven recommendation.
I'd like to start by asking a few clarifying questions to ensure we're aligned on the context and constraints of this decision. Then, I'll walk through my analysis framework, covering product understanding, trade-off impacts, metrics, experimentation, and decision-making criteria.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Helps prioritize the trade-off against business objectives Expected answer: Career services are a key differentiator, current placement rate is 80% Impact on approach: Higher placement rates might be prioritized if they directly impact revenue
Why it matters: Informs the potential impact of diversifying placement options Expected answer: Primarily tech-focused, but growing interest in other sectors Impact on approach: May lean towards diversification if there's significant untapped demand
Why it matters: Determines the feasibility and timeline for implementing changes Expected answer: Moderate flexibility, would require some development work Impact on approach: Might influence the speed at which we can diversify offerings
Why it matters: Helps understand the operational impact of shifting focus Expected answer: Team primarily focused on placement rates with a smaller employer outreach team Impact on approach: May need to consider team restructuring or hiring to support diversification
Why it matters: Helps frame the decision in the context of broader company strategy Expected answer: Increasing competition in tech placements, opportunity to expand into emerging sectors Impact on approach: Might influence the balance between short-term placement rates and long-term diversification strategy
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