diff --git a/src/Magnum/Audio/CMakeLists.txt b/src/Magnum/Audio/CMakeLists.txt
index 2dc837505..80b87f265 100644
--- a/src/Magnum/Audio/CMakeLists.txt
+++ b/src/Magnum/Audio/CMakeLists.txt
@@ -49,6 +49,10 @@ add_library(MagnumAudio ${SHARED_OR_STATIC}
     ${MagnumAudio_SRCS}
     ${MagnumAudio_HEADERS})
 set_target_properties(MagnumAudio PROPERTIES DEBUG_POSTFIX "-d")
+if(BUILD_STATIC_PIC)
+    # TODO: CMake 2.8.9 has this as POSITION_INDEPENDENT_CODE property
+    set_target_properties(MagnumAudio PROPERTIES COMPILE_FLAGS "${CMAKE_SHARED_LIBRARY_CXX_FLAGS}")
+endif()
 target_link_libraries(MagnumAudio ${CORRADE_PLUGINMANAGER_LIBRARIES} ${OPENAL_LIBRARY})
 
 install(TARGETS MagnumAudio
diff --git a/src/Magnum/SceneGraph/CMakeLists.txt b/src/Magnum/SceneGraph/CMakeLists.txt
index 3ec9ca2e2..a09f808eb 100644
--- a/src/Magnum/SceneGraph/CMakeLists.txt
+++ b/src/Magnum/SceneGraph/CMakeLists.txt
@@ -86,6 +86,10 @@ add_library(MagnumSceneGraph ${SHARED_OR_STATIC}
     $<TARGET_OBJECTS:MagnumSceneGraphObjects>
     ${MagnumSceneGraph_GracefulAssert_SRCS})
 set_target_properties(MagnumSceneGraph PROPERTIES DEBUG_POSTFIX "-d")
+if(BUILD_STATIC_PIC)
+    # TODO: CMake 2.8.9 has this as POSITION_INDEPENDENT_CODE property
+    set_target_properties(MagnumSceneGraph PROPERTIES COMPILE_FLAGS "${CMAKE_SHARED_LIBRARY_CXX_FLAGS}")
+endif()
 target_link_libraries(MagnumSceneGraph Magnum)
 
 install(TARGETS MagnumSceneGraph