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homeTalent Intelligence Platform
  • Calibration
    • Talent Design
      • Protocols and standards in Eightfold
      • Match score explanation
      • Introduction to Resume Parser
      • AI-Enabled Skill Proficiency Inference
      • Matching and Calibration
      New Home

      Skill recommendations from internal sources

      scheduleLast updated on November 13, 2026

      Purpose

      This article provides detailed information on new skill recommendations from internal sources within Eightfold.

      Audience

      Talent admins, HRBPs, Talent Leaders

      Overview

      By default, all new skill recommendations from various internal data sources are auto-added into Skills Design.

      New skill addition by AI

      These internal sources are as follows:

      • Employee skills
      • Candidate skills
      • Position skills
      • Courses skills
      • Role skills

      Customization

      You can customize whether the skill recommendations should be automatically added to the Skills Design or added after review. This helps you control the level of involvement they need regularly in the design process.

      Handling new skills

      • Skill taxonomy: only new skills discovered across the above sources that are present in Eightfold’s skill taxonomy are shown as recommendations. Any skill not present in Eightfold’s taxonomy needs to be imported as customer-specific skills.
      • Weekly refresh: the New skills added by AI section is refreshed weekly.
        Weekly skills refresh
      • Language support: when you switch to a different language, new skills specific to that language are displayed.
        Language support in skills

      Standard skill recommendations

      The New skills added by AI section displays only the standard skill recommendations when employees possess equivalent skills. For example, if ‘SQL2025’ is auto-identified as a standard skill 'SQL', and an employee's skills include 'SQL2025', it automatically displays 'SQL' as a recommendation.

      If a suggested skill from Eightfold is deleted, it reappears in New skills after a refresh if it still exists in the above sources.

      #auto addition of skills #auto skills refresh #new skills added by ai

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        Skills Design Skills management
        Skill assessment Skill assessment admin best practices

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