diff --git a/rq/worker.py b/rq/worker.py
index 8a0c40e..9e940fe 100644
--- a/rq/worker.py
+++ b/rq/worker.py
@@ -1027,9 +1027,14 @@ class Worker:
                     # if dependencies are inserted after enqueue_dependents
                     # a WatchError is thrown by execute()
                     pipeline.watch(job.dependents_key)
-                    # enqueue_dependents calls multi() on the pipeline!
+                    # enqueue_dependents might call multi() on the pipeline
                     queue.enqueue_dependents(job, pipeline=pipeline)
 
+                    if not pipeline.explicit_transaction:
+                        # enqueue_dependents didn't call multi after all!
+                        # We have to do it ourselves to make sure everything runs in a transaction
+                        pipeline.multi()
+
                     self.set_current_job_id(None, pipeline=pipeline)
                     self.increment_successful_job_count(pipeline=pipeline)
                     self.increment_total_working_time(