diff --git a/src/backend/base/langflow/services/background_execution/runner.py b/src/backend/base/langflow/services/background_execution/runner.py
index d02f440efa..6693e6fd91 100644
--- a/src/backend/base/langflow/services/background_execution/runner.py
+++ b/src/backend/base/langflow/services/background_execution/runner.py
@@ -99,12 +99,17 @@ class JobRunner:
         # must never break the run, so the emit is guarded. Throughput counters are
         # DB-derived in the API-side collector (not emitted in-process here).
         with contextlib.suppress(Exception):
+            # worker (the per-worker owner token) rides along ONLY on the scaled
+            # backend so the Grafana per-worker drill-down can filter Loki by it;
+            # omitted in the in-process default backend where owner is None.
+            worker = {"worker": self._owner} if self._owner is not None else {}
             await logger.ainfo(
                 "background job started",
                 event_type="bg_job",
                 job_id=str(job_id),
                 status="started",
                 backend=self._backend,
+                **worker,
             )
         # Monotonic start: the job row has no started_at/finished_at, so we
         # measure run duration off a monotonic clock captured here and read at
@@ -215,7 +220,10 @@ class JobRunner:
         that belong on logs, not metrics. The message is ``background job <status>``.
         """
         with contextlib.suppress(Exception):
-            extra = {"flow_id": flow_id, "user_id": user_id, "reason": reason}
+            # worker (the per-worker owner token) rides along ONLY on the scaled
+            # backend so the Grafana per-worker drill-down can filter Loki by it;
+            # the None-filter below drops it in the in-process default backend.
+            extra = {"flow_id": flow_id, "user_id": user_id, "reason": reason, "worker": self._owner}
             await logger.ainfo(
                 f"background job {status}",
                 event_type="bg_job",
diff --git a/src/backend/tests/unit/services/background_execution/test_lifecycle_logs.py b/src/backend/tests/unit/services/background_execution/test_lifecycle_logs.py
index c8cc98eaf0..ffff416547 100644
--- a/src/backend/tests/unit/services/background_execution/test_lifecycle_logs.py
+++ b/src/backend/tests/unit/services/background_execution/test_lifecycle_logs.py
@@ -113,6 +113,59 @@ async def test_runner_emits_bg_job_lifecycle_logs(active_user):
     assert terminal[0]["flow_id"] == str(flow_id)
 
 
+async def test_runner_tags_bg_job_logs_with_worker_owner(active_user):
+    """A runner with an owner stamps ``worker`` on both the started and terminal lines."""
+    job_service = get_job_service()
+    flow_id = uuid4()
+    job_id = await _make_job(flow_id, active_user.id)
+    owner = "worker:4242:deadbeef"
+
+    async def source(**_kwargs) -> AsyncIterator[tuple[bytes, str]]:
+        yield _frame("build_start", {})
+        yield _frame("end", {})
+
+    bus = InMemoryLiveBus()
+    adapter = get_stream_adapter("langflow", StreamAdapterContext(run_id=str(job_id), thread_id="t"))
+    runner = JobRunner(job_service=job_service, live_bus=bus, adapter=adapter, frame_source=source, owner=owner)
+
+    with _bg_log_capture() as caps:
+        await runner.run(job_id=job_id, source_kwargs={})
+
+    job = await job_service.get_job_by_job_id(job_id)
+    assert job.status == JobStatus.COMPLETED
+
+    bg = _bg_records(caps)
+    started = [r for r in bg if r.get("status") == "started"]
+    terminal = [r for r in bg if r.get("status") == "completed"]
+    assert started, f"expected a started record, got {bg}"
+    assert terminal, f"expected a completed terminal record, got {bg}"
+    assert started[0]["worker"] == owner
+    assert terminal[0]["worker"] == owner
+
+
+async def test_runner_omits_worker_on_default_backend(active_user):
+    """With no owner (in-process default backend), no bg_job line carries a worker key."""
+    job_service = get_job_service()
+    flow_id = uuid4()
+    job_id = await _make_job(flow_id, active_user.id)
+
+    async def source(**_kwargs) -> AsyncIterator[tuple[bytes, str]]:
+        yield _frame("build_start", {})
+        yield _frame("end", {})
+
+    bus = InMemoryLiveBus()
+    adapter = get_stream_adapter("langflow", StreamAdapterContext(run_id=str(job_id), thread_id="t"))
+    runner = JobRunner(job_service=job_service, live_bus=bus, adapter=adapter, frame_source=source)
+
+    with _bg_log_capture() as caps:
+        await runner.run(job_id=job_id, source_kwargs={})
+
+    bg = _bg_records(caps)
+    assert bg, "expected at least one bg_job record"
+    for rec in bg:
+        assert "worker" not in rec, f"unexpected worker key on default backend: {rec}"
+
+
 async def test_runner_emits_bg_job_failed_log_with_reason(active_user):
     """A job that errors emits a terminal bg_job log with reason=error."""
     job_service = get_job_service()