diff --git a/.github/trigger_files/beam_CloudML_Benchmarks_Dataflow.json b/.github/trigger_files/beam_CloudML_Benchmarks_Dataflow.json
index 37dd25bf9029..5d04b2c0a8c7 100644
--- a/.github/trigger_files/beam_CloudML_Benchmarks_Dataflow.json
+++ b/.github/trigger_files/beam_CloudML_Benchmarks_Dataflow.json
@@ -1,4 +1,4 @@
 {
     "comment": "Modify this file in a trivial way to cause this test suite to run.",
-    "modification": 3
+    "modification": 5
 }
diff --git a/sdks/python/apache_beam/testing/benchmarks/cloudml/cloudml_driver_requirements.txt b/sdks/python/apache_beam/testing/benchmarks/cloudml/cloudml_driver_requirements.txt
new file mode 100644
index 000000000000..86e78aa309d6
--- /dev/null
+++ b/sdks/python/apache_beam/testing/benchmarks/cloudml/cloudml_driver_requirements.txt
@@ -0,0 +1,27 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+# Driver requirements for CloudML TFT benchmarks.
+# tensorflow-transform and tfx_bsl are installed separately with --no-deps in
+# installTFTRequirements to avoid re-resolving apache-beam[gcp] during setup.
+dill==0.4.1
+tensorflow>=2.16,<2.17
+numpy>=1.22.0,<2.0
+tensorflow-metadata>=1.16.1,<1.17.0
+pyarrow>=10,<11
+tensorflow-serving-api>=2.16.1,<2.20
+tf-keras>=2.16.0,<2.17
diff --git a/sdks/python/test-suites/dataflow/common.gradle b/sdks/python/test-suites/dataflow/common.gradle
index 27cf2869600c..ba4e6ddd6400 100644
--- a/sdks/python/test-suites/dataflow/common.gradle
+++ b/sdks/python/test-suites/dataflow/common.gradle
@@ -571,13 +571,12 @@ task installTFTRequirements {
     exec {
       workingDir "$rootProject.projectDir/sdks/python/apache_beam/testing/benchmarks/cloudml/"
       executable 'sh'
-      // installGcpTest already installed apache-beam[gcp]. tensorflow-transform also
-      // lists that dependency, so a plain pip install -r can re-resolve the GCP extra
-      // and hit ResolutionTooDeep. Install TFT with --no-deps instead.
+      // installGcpTest already installed apache-beam[gcp]. tensorflow-transform and
+      // tfx_bsl also list that dependency, so a plain pip install -r can re-resolve
+      // the GCP extra and hit ResolutionTooDeep. Install them with --no-deps instead.
       args '-c', ". ${envdir}/bin/activate && " +
-          "grep -v '^tensorflow-transform' requirements.txt > /tmp/cloudml_tft_base_requirements.txt && " +
-          "pip install -r /tmp/cloudml_tft_base_requirements.txt && " +
-          "pip install --no-deps tensorflow-transform==1.16.0"
+          "pip install -r cloudml_driver_requirements.txt && " +
+          "pip install --no-deps tfx_bsl==1.16.1 tensorflow-transform==1.16.0"
     }
   }
 }