All posts categorized in: Analytics

SHAP Plots: The Crystal Ball for UI Test Ideas

  Have you ever wanted a crystal ball that would predict the best A/B test to boost your product’s growth, or identify which part of your UI drives a target metric? With a statistical model and a SHAP decision plot, you can identify impactful A/B test ideas in bulk. The Indeed Interview team used this […]

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What’s Up, ASF? Using Imhotep to Understand Project Activity

As I described in an earlier post, we built Imhotep as a data analytics platform for the rapid exploration and analysis of large time-series datasets. In the previous post, I showed how an Imhotep dataset based on Atlassian Jira can drive improvements to the development process. We’re continually searching for new ways to collect metrics. […]

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Metrics-Driven Process Improvement: A Case Study

In the previous post, I described how we use a measure-question-learn-improve cycle to refine development processes. To reiterate: Measure everything we possibly can. Learn by asking questions and exploring the data we’ve collected. Use our learnings to try to improve. Measure continuously to confirm improvement. At Indeed, we get as much data as we can […]

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