Topic-Modeller / Skill-Analytics

Topic Modeling is a method to identify typical topics in data sets. We have extended this method to be able to learn topics from different types of data, so-called multimodal data (e.g., texts and images).

Thus, we identify skill topics from structured skill assessments in combination with unstructured text from resumes. Skill-topics are an aggregation of skills on typical roles and are better suited for strategic analysis than individual skills. By including operational data, e.g. from projects or time recording, you can see how requirements for roles develop and what business impact this has.