diff --git a/lib-ee/emqx_ee_bridge/src/kafka/emqx_bridge_impl_kafka_producer.erl b/lib-ee/emqx_ee_bridge/src/kafka/emqx_bridge_impl_kafka_producer.erl
index 09712c29d..0a03f582f 100644
--- a/lib-ee/emqx_ee_bridge/src/kafka/emqx_bridge_impl_kafka_producer.erl
+++ b/lib-ee/emqx_ee_bridge/src/kafka/emqx_bridge_impl_kafka_producer.erl
@@ -33,7 +33,7 @@ on_start(InstId, Config) ->
         authentication := Auth,
         ssl := SSL
     } = Config,
-    _ = maybe_install_wolff_telemetry_handlers(),
+    _ = maybe_install_wolff_telemetry_handlers(InstId),
     %% it's a bug if producer config is not found
     %% the caller should not try to start a producer if
     %% there is no producer config
@@ -89,7 +89,7 @@ on_start(InstId, Config) ->
             throw(failed_to_start_kafka_producer)
     end.
 
-on_stop(_InstId, #{client_id := ClientID, producers := Producers}) ->
+on_stop(InstanceID, #{client_id := ClientID, producers := Producers}) ->
     with_log_at_error(
         fun() -> wolff:stop_and_delete_supervised_producers(Producers) end,
         #{
@@ -103,6 +103,13 @@ on_stop(_InstId, #{client_id := ClientID, producers := Producers}) ->
             msg => "failed_to_delete_kafka_client",
             client_id => ClientID
         }
+    ),
+    with_log_at_error(
+        fun() -> uninstall_telemetry_handlers(InstanceID) end,
+        #{
+            msg => "failed_to_uninstall_telemetry_handlers",
+            client_id => ClientID
+        }
     ).
 
 %% @doc The callback API for rule-engine (or bridge without rules)
@@ -337,12 +344,20 @@ handle_telemetry_event(_EventId, _Metrics, _MetaData, _HandlerConfig) ->
     %% Event that we do not handle
     ok.
 
-maybe_install_wolff_telemetry_handlers() ->
+-spec telemetry_handler_id(emqx_resource:resource_id()) -> binary().
+telemetry_handler_id(InstanceID) ->
+    <<"emqx-bridge-kafka-producer-", InstanceID/binary, "-telemetry-handler">>.
+
+uninstall_telemetry_handlers(InstanceID) ->
+    HandlerID = telemetry_handler_id(InstanceID),
+    telemetry:detach(HandlerID).
+
+maybe_install_wolff_telemetry_handlers(InstanceID) ->
     %% Attach event handlers for Kafka telemetry events. If a handler with the
     %% handler id already exists, the attach_many function does nothing
     telemetry:attach_many(
         %% unique handler id
-        <<"emqx-bridge-kafka-producer-telemetry-handler">>,
+        telemetry_handler_id(InstanceID),
         %% Note: we don't handle `[wolff, success]' because,
         %% currently, we already increment the success counter for
         %% this resource at `emqx_rule_runtime:handle_action' when
@@ -358,6 +373,6 @@ maybe_install_wolff_telemetry_handlers() ->
             [wolff, retried_failed],
             [wolff, retried_success]
         ],
-        fun emqx_bridge_impl_kafka_producer:handle_telemetry_event/4,
+        fun ?MODULE:handle_telemetry_event/4,
         []
     ).