NLP-based Classification of Job Roles and Personal Competences from CVs

We helped a rapidly expanding organization to automate the manual CV reading and information extraction process.

With data engineering, document parsing, and feature engineering, we developed NLP models (Swedish & English) for classification and similarity search. We then built a model manager platform, tools and API service containers to integrate the solution with the client’s own systems.

We helped a rapidly expanding organization to automate the manual CV reading and information extraction process.

With data engineering, document parsing, and feature engineering, we developed NLP models (Swedish & English) for classification and similarity search. We then built a model manager platform, tools and API service containers to integrate the solution with the client’s own systems.

Value for the client:

  • Highly accurate classification of job roles and competencies based on CV text in any input format
  • Twin search (Identification of similar CVs based on a an interesting candidate)
  • Integration with the client's ERP system

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