Introduction
The increase in average time-to-hire for candidates assessed through Karat's platform by 3 days compared to last quarter is a concerning trend that requires immediate attention. This issue could impact client satisfaction, candidate experience, and overall platform efficiency. I'll approach this problem systematically, focusing on identifying potential root causes, validating hypotheses, and developing both short-term and long-term solutions.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal trends could explain temporary fluctuations. Expected answer: No significant seasonal correlation identified. Impact on approach: If seasonal, we'd focus on cyclical adjustments; if not, we'll dig deeper into internal factors.
Why it matters: Changes in candidate demographics could affect assessment times. Expected answer: Slight increase in senior-level candidates. Impact on approach: If confirmed, we'd investigate whether our assessment process is optimized for different experience levels.
Why it matters: Technical changes could inadvertently impact assessment duration. Expected answer: Minor UI updates, no major process changes. Impact on approach: If significant changes occurred, we'd focus on their impact; if not, we'll explore other internal factors.
Why it matters: Client behavior directly impacts time-to-hire metrics. Expected answer: Some clients reporting longer internal review processes. Impact on approach: If confirmed, we'd investigate ways to streamline client-side processes and improve communication.
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