diff --git a/tests/test_filename_utils.py b/tests/test_filename_utils.py
index 1a7c8e75..20f07249 100644
--- a/tests/test_filename_utils.py
+++ b/tests/test_filename_utils.py
@@ -493,9 +493,6 @@ class TestExtractRemotePathEdgeCases:
 
     def test_windows_style_separators(self, monkeypatch):
         """Test handling of Windows-style path separators."""
-        # Temporarily change os.sep to backslash
-        import os
-
         result = extract_remote_path("/base/subdir/file.pdf", "/base", "/remote")
         # Should use forward slashes in output
         assert "\\" not in result
diff --git a/tests/test_upload_to_sftp.py b/tests/test_upload_to_sftp.py
index cea5ed56..46533a76 100644
--- a/tests/test_upload_to_sftp.py
+++ b/tests/test_upload_to_sftp.py
@@ -3,6 +3,7 @@
 import os
 from unittest.mock import MagicMock, Mock, patch
 
+import paramiko
 import pytest
 
 from app.tasks.upload_to_sftp import upload_to_sftp
@@ -89,8 +90,6 @@ class TestUploadToSFTP:
     @patch("app.tasks.upload_to_sftp.settings")
     def test_upload_with_disabled_host_key_verification(self, mock_settings, mock_ssh_class, tmp_path):
         """Test SFTP upload with host key verification disabled."""
-        import paramiko
-
         test_file = tmp_path / "test.pdf"
         test_file.write_text("test content")