diff --git a/src/clusterfuzz/_internal/base/tasks/__init__.py b/src/clusterfuzz/_internal/base/tasks/__init__.py
index 2688d26b79..7e74c3d5c9 100644
--- a/src/clusterfuzz/_internal/base/tasks/__init__.py
+++ b/src/clusterfuzz/_internal/base/tasks/__init__.py
@@ -25,6 +25,7 @@
 
 from google.cloud import monitoring_v3
 
+from clusterfuzz._internal import swarming
 from clusterfuzz._internal.base import external_tasks
 from clusterfuzz._internal.base import feature_flags
 from clusterfuzz._internal.base import memoize
@@ -932,7 +933,11 @@ def add_task(command,
              queue=None,
              wait_time=None,
              extra_info=None):
-  """Add a new task to the job queue."""
+  """Adds a new task to the job queue.
+
+  When `queue` is None, tasks for Swarming-applicable jobs are routed to the
+  job's platform queue instead of the default Linux queue.
+  """
   if wait_time is None:
     wait_time = random.randint(1, TASK_CREATION_WAIT_INTERVAL)
 
@@ -957,6 +962,9 @@ def add_task(command,
       external_tasks.add_external_task(command, argument, job)
       return
 
+    if queue is None and swarming.is_swarming_applicable(job_type, job=job):
+      queue = queue_for_platform(job.platform)
+
   # Add the task.
   eta = utils.utcnow() + datetime.timedelta(seconds=wait_time)
   extra_info = extra_info or {}
diff --git a/src/clusterfuzz/_internal/swarming/__init__.py b/src/clusterfuzz/_internal/swarming/__init__.py
index 6358732451..0f775e2fa2 100644
--- a/src/clusterfuzz/_internal/swarming/__init__.py
+++ b/src/clusterfuzz/_internal/swarming/__init__.py
@@ -85,6 +85,13 @@ def is_swarming_job(job_name: str, job: data_types.Job | None = None) -> bool:
   return _get_instance_spec(swarming_config, job) is not None
 
 
+def is_swarming_applicable(job_name: str,
+                           job: data_types.Job | None = None) -> bool:
+  """Returns True if swarming remote execution is enabled and the job is a
+  swarming job."""
+  return is_swarming_enabled() and is_swarming_job(job_name, job=job)
+
+
 def _get_instance_spec(swarming_config: local_config.SwarmingConfig,
                        job: data_types.Job) -> dict | None:
   return swarming_config.get('mapping').get(job.platform, None)
diff --git a/src/clusterfuzz/_internal/tests/core/base/tasks/tasks_test.py b/src/clusterfuzz/_internal/tests/core/base/tasks/tasks_test.py
index ee5c0dd653..f18a46685d 100644
--- a/src/clusterfuzz/_internal/tests/core/base/tasks/tasks_test.py
+++ b/src/clusterfuzz/_internal/tests/core/base/tasks/tasks_test.py
@@ -696,3 +696,55 @@ def test_subqueue_and_base_platform_not_in_string_value(self):
       mock_flag.return_value = mock_flag_obj
       self.assertIsNone(tasks.get_task())
       self.mock.get_fuzz_task.assert_not_called()
+
+
+@test_utils.with_cloud_emulators('datastore')
+class SwarmingNonFuzzTaskRoutingTest(unittest.TestCase):
+  """Tests for routing non-fuzz tasks of Swarming jobs to platform queues."""
+
+  def setUp(self):
+    helpers.patch_environ(self)
+    helpers.patch(self, [
+        'clusterfuzz._internal.base.tasks.bulk_add_tasks',
+    ])
+    data_types.Job(
+        name='android_emulator_swarming',
+        platform='ANDROID_EMULATOR',
+        environment_string='IS_SWARMING_JOB = True\n').put()
+    data_types.Job(
+        name='android_emulator_non_swarming',
+        platform='ANDROID_EMULATOR',
+        environment_string='').put()
+    self.flag = data_types.FeatureFlag(
+        id='swarming_remote_execution', enabled=True)
+    self.flag.put()
+
+  def _queue_used(self):
+    return self.mock.bulk_add_tasks.call_args[1]['queue']
+
+  def test_swarming_job_routes_to_platform_queue(self):
+    """Tests that a Swarming job task with no explicit queue is routed to its
+    platform queue when SWARMING_REMOTE_EXECUTION is enabled."""
+    tasks.add_task('minimize', '123', 'android_emulator_swarming')
+    self.assertEqual(self._queue_used(), 'jobs-android-emulator')
+
+  def test_swarming_disabled_keeps_default_queue(self):
+    """Tests that Swarming jobs keep the default queue when
+    SWARMING_REMOTE_EXECUTION is disabled."""
+    self.flag.enabled = False
+    self.flag.put()
+    tasks.add_task('minimize', '123', 'android_emulator_swarming')
+    self.assertIsNone(self._queue_used())
+
+  def test_non_swarming_job_keeps_default_queue(self):
+    """Tests that non-Swarming jobs keep the default queue even when
+    SWARMING_REMOTE_EXECUTION is enabled."""
+    tasks.add_task('minimize', '123', 'android_emulator_non_swarming')
+    self.assertIsNone(self._queue_used())
+
+  def test_explicit_queue_is_not_overridden(self):
+    """Tests that an explicitly provided queue is preserved for Swarming
+    jobs."""
+    tasks.add_task(
+        'minimize', '123', 'android_emulator_swarming', queue='custom-queue')
+    self.assertEqual(self._queue_used(), 'custom-queue')