diff --git a/vars/uploadDraftset.groovy b/vars/uploadDraftset.groovy
index 5406470..ac168bc 100644
--- a/vars/uploadDraftset.groovy
+++ b/vars/uploadDraftset.groovy
@@ -20,10 +20,7 @@
             }
             mapping = 'metadata/columns.csv'
         }
-        def jobDraft = drafter.findDraftset(PMD, credentials, env.JOB_NAME)
-        if (jobDraft) {
-            drafter.deleteDraftset(PMD, credentials, jobDraft.id)
-        }
+        jobDraft.replace()
         def newJobDraft = drafter.createDraftset(PMD, credentials, env.JOB_NAME)
         if (!datasetPath) {
             datasetPath = util.slugise(datasetLabel)