What factors are contributing to the recent 30% increase in average time-to-hire for roles sourced through Paradox's Virtual Job Fairs feature?

Introduction

The recent 30% increase in average time-to-hire for roles sourced through Paradox's Virtual Job Fairs feature is a concerning trend that requires immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

I'll approach this issue by first clarifying key details, ruling out external factors, and then diving deep into the product ecosystem, user journey, and metric breakdown. From there, I'll generate data-driven hypotheses, conduct root cause analysis, and propose validation methods and solutions.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent change in the Virtual Job Fairs feature. Has there been any significant update or modification to the feature in the past 3-6 months?

Why it matters: Recent changes could directly impact the time-to-hire metric. Expected answer: Yes, there was a UI redesign two months ago. Impact on approach: If confirmed, I'd focus on the UI changes as a primary factor.

• Considering user segments, I'm curious about the distribution of this increase. Is the 30% increase uniform across all job categories and seniority levels, or is it more pronounced in certain areas?

Why it matters: Helps identify if the issue is global or specific to certain segments. Expected answer: The increase is more significant for senior roles and tech positions. Impact on approach: I'd investigate factors specific to these job categories.

• Thinking about the hiring process, I'm wondering about the stage where the delay is most prominent. At which point in the hiring funnel are we seeing the most significant increase in time?

Why it matters: Pinpoints where in the process we should focus our attention. Expected answer: The delay is most noticeable between initial application and first interview. Impact on approach: I'd examine the screening and scheduling processes more closely.

• Considering external factors, I'm curious about any changes in the job market. Have there been any significant shifts in the overall job market or industry-specific trends that might be influencing this metric?

Why it matters: External factors could be contributing to or exacerbating the issue. Expected answer: There's been a general slowdown in tech hiring, but not 30%. Impact on approach: I'd factor in market conditions but focus more on internal factors.