Facilitating Job Rotation Through Machine Learning – Adam David McKinnon, Merck Group


A case study that demonstrates the practical application of text mining methods in R to identify similarities between roles.

Key Takeaways
• How text mining methods can be used to identify similarities between documents
• Similarities between job descriptions may be used to identify unique career opportunities
• A lot of passive data sources exist within HR, particularly text based
• Applying machine learning techniques in novel ways may facilitate better HR outcomes

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