diff --git a/ci/cudf_pandas_scripts/run_tests.sh b/ci/cudf_pandas_scripts/run_tests.sh
index 38cc785af00..5f34a7d1ed0 100755
--- a/ci/cudf_pandas_scripts/run_tests.sh
+++ b/ci/cudf_pandas_scripts/run_tests.sh
@@ -61,6 +61,7 @@ else
         "$(echo ./dist/pylibcudf_${RAPIDS_PY_CUDA_SUFFIX}*.whl)"
 fi
 
+# We're ignoring third-party library tests because they are run nightly in a seperate CI job
 python -m pytest -p cudf.pandas \
     --ignore=./python/cudf/cudf_pandas_tests/third_party_integration_tests/ \
     --cov-config=./python/cudf/.coveragerc \
diff --git a/ci/cudf_pandas_scripts/third-party-integration/ci_run_library_tests.sh b/ci/cudf_pandas_scripts/third-party-integration/ci_run_library_tests.sh
deleted file mode 100755
index 44273fb44cf..00000000000
--- a/ci/cudf_pandas_scripts/third-party-integration/ci_run_library_tests.sh
+++ /dev/null
@@ -1,48 +0,0 @@
-#!/bin/bash
-# SPDX-FileCopyrightText: Copyright (c) 2024, NVIDIA CORPORATION & AFFILIATES.
-# All rights reserved.
-# SPDX-License-Identifier: Apache-2.0
-
-cleanup() {
-    rm ${TEST_DIR}/results-*.pickle
-}
-
-trap cleanup EXIT
-
-runtest() {
-    local lib=$1
-    local use_cudf_pandas=$2
-    local pytest_args=""
-
-    if [ "$use_cudf_pandas" = true ]; then
-        local pytest_args="-p cudf.pandas"
-    fi
-
-    pytest \
-    $pytest_args \
-    -v \
-    --cache-clear \
-    --numprocesses=${NUM_PROCESSES} \
-    --dist=worksteal \
-    ${TEST_DIR}/test_${lib}*.py \
-}
-
-main() {
-    local lib=$1
-
-    # generation phase
-    runtest ${lib} false
-    runtest ${lib} true
-
-    # assertion phase
-    pytest \
-    --compare \
-    -p cudf.pandas \
-    -v \
-    --cache-clear \
-    --numprocesses=${NUM_PROCESSES} \
-    --dist=worksteal \
-    ${TEST_DIR}/test_${lib}*.py \
-}
-
-main $@
diff --git a/ci/cudf_pandas_scripts/third-party-integration/test.sh b/ci/cudf_pandas_scripts/third-party-integration/test.sh
index 5f39c66a43d..82eddc85490 100755
--- a/ci/cudf_pandas_scripts/third-party-integration/test.sh
+++ b/ci/cudf_pandas_scripts/third-party-integration/test.sh
@@ -5,6 +5,9 @@
 
 set -euo pipefail
 
+repo_root=$(git rev-parse --show-toplevel)
+TEST_DIR=${repo_root}/python/cudf/cudf_pandas_tests/third_party_integration_tests/tests
+
 extract_lib_from_dependencies_yaml() {
     local file=$1
     # Parse all keys in dependencies.yaml under the "files" section,
@@ -67,9 +70,6 @@ main() {
         conda activate test
         set -u
 
-        repo_root=$(git rev-parse --show-toplevel)
-        TEST_DIR=${repo_root}/python/cudf/cudf_pandas_tests/third_party_integration_tests/tests
-
         rapids-print-env
 
         rapids-logger "Check GPU usage"