diff --git a/CMake/FindArrow.cmake b/CMake/FindArrow.cmake
index 2e280757f950..d6c780034870 100644
--- a/CMake/FindArrow.cmake
+++ b/CMake/FindArrow.cmake
@@ -21,6 +21,14 @@ if("${ARROW_LIB}" STREQUAL "ARROW_LIB-NOTFOUND"
   set(Arrow_FOUND false)
   return()
 endif()
+find_package(Thrift)
+if(NOT Thrift_FOUND)
+  # Requires build arrow from source with thrift bundled.
+  set(Arrow_FOUND false)
+  return()
+endif()
+add_library(thrift ALIAS thrift::thrift)
+
 set(Arrow_FOUND true)
 
 add_library(arrow STATIC IMPORTED GLOBAL)
@@ -32,6 +40,7 @@ set_target_properties(
   arrow arrow_testing parquet PROPERTIES INTERFACE_INCLUDE_DIRECTORIES
                                          ${ARROW_INCLUDE_PATH})
 set_target_properties(arrow PROPERTIES IMPORTED_LOCATION ${ARROW_LIB})
+set_property(TARGET arrow PROPERTY INTERFACE_LINK_LIBRARIES thrift)
 set_target_properties(parquet PROPERTIES IMPORTED_LOCATION ${PARQUET_LIB})
 set_target_properties(arrow_testing PROPERTIES IMPORTED_LOCATION
                                                ${ARROW_TESTING_LIB})