diff --git a/ci/arm/arm_build_process.sh b/ci/arm/arm_build_process.sh
index c1a1abb5df..2d872a5035 100755
--- a/ci/arm/arm_build_process.sh
+++ b/ci/arm/arm_build_process.sh
@@ -300,6 +300,7 @@ build_scopy() {
 	CURRENT_BUILD_CMAKE_OPTS="\
 		-DENABLE_PLUGIN_TEST=ON \
 		-DENABLE_TESTING=ON \
+		-DPYTHON_EXECUTABLE=$SYSROOT/bin/python3 \
 		"
 	build_with_cmake
 	popd
diff --git a/core/CMakeLists.txt b/core/CMakeLists.txt
index 01cf4742a3..33015e69e9 100644
--- a/core/CMakeLists.txt
+++ b/core/CMakeLists.txt
@@ -61,15 +61,14 @@ if(${WITH_PYTHON})
 	endif()
 
 	if(CMAKE_SYSTEM_PROCESSOR MATCHES arm)
-		find_package(Python3 3.9 EXACT REQUIRED COMPONENTS Interpreter)
-		message(STATUS "Host Python Interpreter " ${Python3_EXECUTABLE})
-		set(Python3_EXECUTABLE ${CMAKE_SYSROOT}/bin/python3.9)
-		message(STATUS "Target Python Interpreter " ${Python3_EXECUTABLE})
+		find_package(Python3 REQUIRED COMPONENTS Development)
 	else()
 		find_package(Python3 REQUIRED COMPONENTS Interpreter Development)
-		message(STATUS "Python Interpreter " ${Python3_EXECUTABLE})
-		message(STATUS "Python Libraries " ${Python3_LIBRARIES})
 	endif()
+
+	message(STATUS "Python Interpreter " ${Python3_EXECUTABLE})
+	message(STATUS "Python Libraries " ${Python3_LIBRARIES})
+
 	set(PYTHON_VERSION python${Python3_VERSION_MAJOR}.${Python3_VERSION_MINOR} CACHE STRING "PYTHON_USED")
 	set(PYTHON_VERSION ${PYTHON_VERSION} PARENT_SCOPE)
 	if(NOT Python3_FOUND)