diff --git a/ci/configure_cpp_static.sh b/ci/configure_cpp_static.sh
index d1f9e0d1399..11d5585d98f 100755
--- a/ci/configure_cpp_static.sh
+++ b/ci/configure_cpp_static.sh
@@ -18,4 +18,4 @@ rapids-dependency-file-generator \
 python -m pip install -r "${REQUIREMENTS_FILE}"
 pyenv rehash
 
-cmake -S cpp -B build_static -GNinja -DBUILD_SHARED_LIBS=OFF -DBUILD_TESTS=OFF
+cmake -S cpp -B build_static -GNinja -DBUILD_SHARED_LIBS=OFF -DCUDF_USE_ARROW_STATIC=ON -DBUILD_TESTS=OFF
diff --git a/cpp/cmake/thirdparty/get_arrow.cmake b/cpp/cmake/thirdparty/get_arrow.cmake
index 70283efbd79..e9d2f479088 100644
--- a/cpp/cmake/thirdparty/get_arrow.cmake
+++ b/cpp/cmake/thirdparty/get_arrow.cmake
@@ -303,7 +303,20 @@ function(find_and_configure_arrow VERSION BUILD_STATIC ENABLE_S3 ENABLE_ORC ENAB
         "
       )
     endif()
-
+    rapids_cmake_install_lib_dir(lib_dir)
+    if(TARGET arrow_static)
+      get_target_property(interface_libs arrow_static INTERFACE_LINK_LIBRARIES)
+      # The `arrow_static` library is leaking a dependency on the object libraries it was built with
+      # we need to remove this from the interface, since keeping them around would cause duplicate
+      # symbols and CMake export errors
+      if(interface_libs MATCHES "arrow_array" AND interface_libs MATCHES "arrow_compute")
+        string(REPLACE "BUILD_INTERFACE:" "BUILD_LOCAL_INTERFACE:" interface_libs
+                       "${interface_libs}"
+        )
+        set_target_properties(arrow_static PROPERTIES INTERFACE_LINK_LIBRARIES "${interface_libs}")
+        get_target_property(interface_libs arrow_static INTERFACE_LINK_LIBRARIES)
+      endif()
+    endif()
     rapids_export(
       BUILD Arrow
       VERSION ${VERSION}