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Company focus

Eightfold

Why has the average time-to-hire metric for clients using Eightfold's Talent Acquisition solution increased by 5 days this quarter?

Prepared by NextSprints

15 mins
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Data Analysis Problem Solving Product Strategy HR Technology SaaS Artificial Intelligence User Experience Product Metrics Root Cause Analysis HR Tech AI Recruitment
Product Management Root Cause Analysis Question: Investigating increased time-to-hire in AI-powered talent acquisition software

Introduction

The increase in average time-to-hire for Eightfold's Talent Acquisition solution clients by 5 days this quarter is a concerning trend that requires immediate attention. This metric is crucial for our clients' success and directly impacts our product's value proposition. I'll approach this issue systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term solutions.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking this could be a recent change. When exactly did we start noticing this increase?

Why it matters: Pinpointing the timeframe helps isolate potential causes. Expected answer: The trend began about 6-8 weeks ago. Impact on approach: A sudden change might indicate a specific event or update, while a gradual increase could suggest a systemic issue.

  • Considering user segments, I'm wondering if this affects all clients equally. Are we seeing variations across different industries or company sizes?

Why it matters: Segmentation could reveal if the issue is universal or specific to certain user groups. Expected answer: The increase is more pronounced in larger enterprises. Impact on approach: If specific segments are affected, we'd focus on those user journeys and potential unique factors.

  • Given the nature of our product, I'm curious about any recent updates. Have we rolled out any significant features or changes to the Talent Acquisition solution in the last quarter?

Why it matters: Product changes often have unintended consequences on user behavior and system performance. Expected answer: A major UI overhaul was implemented about two months ago. Impact on approach: This would shift our focus to the impact of the UI changes on user workflow and efficiency.

  • Thinking about external factors, has there been any shift in the job market or hiring trends that might be influencing this metric?

Why it matters: External market conditions can significantly impact hiring processes and timelines. Expected answer: The job market has been relatively stable, with no major shifts. Impact on approach: If external factors are ruled out, we'd focus more on internal product and user behavior issues.

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Updated Jan 22, 2025