diff --git a/utils/spdx/src/main/kotlin/Utils.kt b/utils/spdx/src/main/kotlin/Utils.kt
index 876f8ecf257f9..6891411b6c34a 100644
--- a/utils/spdx/src/main/kotlin/Utils.kt
+++ b/utils/spdx/src/main/kotlin/Utils.kt
@@ -49,7 +49,9 @@ val scanCodeLicenseTextDir by lazy {
     val pythonBinDir = listOf("bin", "Scripts")
     val scanCodeBaseDir = scanCodeExeDir?.takeUnless { it.name in pythonBinDir } ?: scanCodeExeDir?.parentFile
 
-    scanCodeBaseDir?.walkTopDown()?.find { it.isDirectory && it.endsWith("licensedcode/data/licenses") }
+    scanCodeBaseDir?.walkTopDown()?.find { it.isDirectory && it.endsWith("licensedcode/data/licenses") } ?:
+        // In cases where Python version management tools like Pyenv are used, the directory structure differs.
+        scanCodeBaseDir?.parentFile?.walkTopDown()?.find { it.isDirectory && it.endsWith("licensedcode/data/licenses") }
 }
 
 /**