diff --git a/sentry_sdk/integrations/rq.py b/sentry_sdk/integrations/rq.py
index acff045358..f32e2c5871 100644
--- a/sentry_sdk/integrations/rq.py
+++ b/sentry_sdk/integrations/rq.py
@@ -35,6 +35,15 @@
 DEFAULT_TRANSACTION_NAME = "unknown RQ task"
 
 
+JOB_PROPERTY_TO_ATTRIBUTE = {
+    "id": "messaging.message.id",
+}
+
+QUEUE_PROPERTY_TO_ATTRIBUTE = {
+    "name": "messaging.destination.name",
+}
+
+
 class RqIntegration(Integration):
     identifier = "rq"
     origin = f"auto.queue.{identifier}"
@@ -54,8 +63,8 @@ def setup_once():
         old_perform_job = Worker.perform_job
 
         @ensure_integration_enabled(RqIntegration, old_perform_job)
-        def sentry_patched_perform_job(self, job, *args, **kwargs):
-            # type: (Any, Job, *Queue, **Any) -> bool
+        def sentry_patched_perform_job(self, job, queue, *args, **kwargs):
+            # type: (Any, Job, Queue, *Any, **Any) -> bool
             with sentry_sdk.new_scope() as scope:
                 try:
                     transaction_name = job.func_name or DEFAULT_TRANSACTION_NAME
@@ -76,9 +85,9 @@ def sentry_patched_perform_job(self, job, *args, **kwargs):
                         name=transaction_name,
                         source=TRANSACTION_SOURCE_TASK,
                         origin=RqIntegration.origin,
-                        attributes=_prepopulate_attributes(job),
+                        attributes=_prepopulate_attributes(job, queue),
                     ):
-                        rv = old_perform_job(self, job, *args, **kwargs)
+                        rv = old_perform_job(self, job, queue, *args, **kwargs)
 
             if self.is_horse:
                 # We're inside of a forked process and RQ is
@@ -169,9 +178,18 @@ def _capture_exception(exc_info, **kwargs):
     sentry_sdk.capture_event(event, hint=hint)
 
 
-JOB_PROPERTY_TO_ATTRIBUTE = {}
+def _prepopulate_attributes(job, queue):
+    # type: (Job, Queue) -> dict[str, Any]
+    attributes = {
+        "messaging.system": "rq",
+    }
+
+    for prop, attr in JOB_PROPERTY_TO_ATTRIBUTE.items():
+        if getattr(job, prop, None) is not None:
+            attributes[attr] = getattr(job, prop)
 
+    for prop, attr in QUEUE_PROPERTY_TO_ATTRIBUTE.items():
+        if getattr(queue, prop, None) is not None:
+            attributes[attr] = getattr(queue, prop)
 
-def _prepopulate_attributes(job):
-    attributes = {}
     return attributes
diff --git a/tests/integrations/rq/test_rq.py b/tests/integrations/rq/test_rq.py
index dba072766d..1a9ad55fc3 100644
--- a/tests/integrations/rq/test_rq.py
+++ b/tests/integrations/rq/test_rq.py
@@ -165,7 +165,12 @@ def test_tracing_enabled(
 
     assert error_event["transaction"] == "tests.integrations.rq.test_rq.crashing_job"
     assert transaction["transaction"] == "tests.integrations.rq.test_rq.crashing_job"
-    assert transaction["contexts"]["trace"] == error_event["contexts"]["trace"]
+    for trace_key in error_event["contexts"]["trace"]:
+        assert trace_key in transaction["contexts"]["trace"]
+        assert (
+            error_event["contexts"]["trace"][trace_key]
+            == transaction["contexts"]["trace"][trace_key]
+        )
 
 
 def test_tracing_disabled(