precision    recall  f1-score   support

          Administration & Office      0.704     0.737     0.720       190
          Construction & Building      0.702     0.733     0.717        90
                Design & Creative      0.714     0.800     0.755        25
             Education & Teaching      0.620     0.689     0.653        45
                      Engineering      0.788     0.769     0.778       363
Finance, Accounting & Controlling      0.778     0.755     0.766       200
  General Management & Consulting      0.611     0.767     0.680       129
             Healthcare & Medical      0.892     0.892     0.892       194
Hospitality, Gastronomy & Tourism      0.897     0.776     0.832        67
                  Human Resources      0.667     0.783     0.720        23
                    IT & Software      0.907     0.880     0.893       500
          Insurance & Real Estate      0.819     0.907     0.861        75
                            Legal      0.688     0.786     0.733        14
 Logistics, Transport & Warehouse      0.859     0.905     0.882        74
   Marketing, Communications & PR      0.794     0.711     0.750        38
       Production & Manufacturing      0.712     0.767     0.739       129
Public Sector, Security & Defense      0.695     0.725     0.710        91
     Sales & Business Development      0.908     0.908     0.908       500
               Science & Research      0.733     0.815     0.772        27
          Skilled Trades & Crafts      0.873     0.780     0.824       431
               Social Work & Care      0.826     0.826     0.826       115

                         accuracy                          0.817      3320
                        macro avg      0.771     0.796     0.781      3320
                     weighted avg      0.822     0.817     0.819      3320