precision    recall  f1-score   support

          Administration & Office      0.757     0.652     0.700       244
          Construction & Building      0.607     0.733     0.664       116
                Design & Creative      0.629     0.759     0.688        29
             Education & Teaching      0.645     0.778     0.705        63
                      Engineering      0.776     0.745     0.760       474
Finance, Accounting & Controlling      0.754     0.772     0.763       254
  General Management & Consulting      0.649     0.732     0.688       149
             Healthcare & Medical      0.847     0.878     0.862       221
Hospitality, Gastronomy & Tourism      0.823     0.868     0.845        91
                  Human Resources      0.590     0.821     0.687        28
                    IT & Software      0.861     0.868     0.865       500
          Insurance & Real Estate      0.683     0.887     0.772        80
                            Legal      0.600     0.667     0.632        18
 Logistics, Transport & Warehouse      0.805     0.910     0.854       100
   Marketing, Communications & PR      0.700     0.667     0.683        42
       Production & Manufacturing      0.626     0.635     0.630       192
Public Sector, Security & Defense      0.720     0.805     0.760       118
     Sales & Business Development      0.927     0.844     0.884       500
               Science & Research      0.733     0.688     0.710        32
          Skilled Trades & Crafts      0.833     0.778     0.805       500
               Social Work & Care      0.844     0.756     0.797       164

                         accuracy                          0.786      3915
                        macro avg      0.734     0.773     0.750      3915
                     weighted avg      0.792     0.786     0.788      3915