元の名称記録: AstrumU, Inc.

Embodiments are directed to managing data for skill extraction pipeline. Skill spans may be determined based on skill information associated with job descriptions such that each skill span includes words included in the skill information. A comparison of the skill spans with other skill spans associated with a skill knowledge graph may be generated. Skill nodes may be generated for the unmatched skill spans. The new skill nodes may be integrated into the skill knowledge graph. Accordingly, the skill graph may be automatically updated for use in job/career applications including report generation.