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USE CASE

Employee Retention

Objective

  • Predict the risk of employee departure and identify relevant factors

  • View predictions of employee departure, forecast churn rates and identify relevant factors contained in employee data

Outcome

  • Models with high accuracy of predicting employee departure and identifying reasons for departure

Business Value

  • Retain flight-risk talent and thereby improve per employee efficiencies

  • Minimize cost of employee replacement due to backfills

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H2O's AI and Data Approaches

  • Automatic feature engineering, model validation, model tuning, selection and deployment, MLI, recipes, time series and auto pipeline generation for model scoring

Employee Retention Employee Retention

Resources

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