diff --git a/scripts/migration/non_uniform_scale.py b/scripts/migration/non_uniform_scale.py
new file mode 100644
index 0000000000..a645c6818f
--- /dev/null
+++ b/scripts/migration/non_uniform_scale.py
@@ -0,0 +1,57 @@
+import sys
+import azlmbr
+from pathlib import Path
+
+def fixup_current_level(threshold):
+    nonUniformScaleComponentId = azlmbr.editor.EditorNonUniformScaleComponentTypeId
+
+    # iterate over all entities in the level
+    entityIdList = azlmbr.entity.SearchBus(azlmbr.bus.Broadcast, 'SearchEntities', azlmbr.entity.SearchFilter())
+    for entityId in entityIdList:
+        name = azlmbr.editor.EditorEntityInfoRequestBus(azlmbr.bus.Event, 'GetName', entityId)
+        local = azlmbr.components.TransformBus(azlmbr.bus.Event, 'GetLocalScale', entityId)
+
+        # only process entities where the non-uniformity is greater than the threshold
+        local_max = max(local.x, local.y, local.z)
+        local_min = min(local.x, local.y, local.z)
+        if local_max / local_min > 1 + threshold:
+
+            # check if there is already a Non-uniform Scale component
+            getComponentOutcome = azlmbr.editor.EditorComponentAPIBus(azlmbr.bus.Broadcast, 'GetComponentOfType', entityId, nonUniformScaleComponentId)
+            if getComponentOutcome.IsSuccess():
+                print(f"skipping {name} as it already has a Non-uniform Scale component")
+
+            else:
+                # add Non-uniform Scale component and set it to the non-uniform part of the local scale
+                azlmbr.editor.EditorComponentAPIBus(azlmbr.bus.Broadcast,'AddComponentsOfType', entityId, [nonUniformScaleComponentId])
+                vec = azlmbr.math.Vector3(local.x / local_max, local.y / local_max, local.z / local_max)
+                azlmbr.entity.NonUniformScaleRequestBus(azlmbr.bus.Event, 'SetScale', entityId, vec)
+                print(f"added non-uniform scale component for {name}: {local.x}, {local.y}, {local.z}")
+
+if __name__ == '__main__':
+    # handle the arguments manually since argparse causes problems when run through EditorPythonBindings
+    process_all_levels = "--all" in sys.argv
+
+    # ignore entities where the relative difference between the min and max scale values is less than this threshold
+    threshold = 0.001
+    for i in range(len(sys.argv) - 1):
+        if sys.argv[i] == "--threshold":
+            try:
+                threshold = float(sys.argv[i + 1])
+            except ValueError:
+                print(f"invalid threshold value {sys.argv[i + 1]}, using default value {threshold}")
+                pass
+
+    if process_all_levels:
+        game_folder = Path(azlmbr.legacy.general.get_game_folder())
+        level_folder = game_folder / 'Levels'
+        levels = [str(level) for level in level_folder.rglob('*.ly')] + [str(level) for level in level_folder.rglob('*.cry')]
+        for level in levels:
+            if "_savebackup" not in level:
+                print(f'loading level {level}')
+                azlmbr.legacy.general.open_level_no_prompt(level)
+                azlmbr.legacy.general.idle_wait(2.0)
+                fixup_current_level(threshold)
+                azlmbr.legacy.general.save_level()
+    else:
+        fixup_current_level(threshold)