diff --git a/airflow/providers/salesforce/hooks/salesforce.py b/airflow/providers/salesforce/hooks/salesforce.py
index bca3521226553..5bdbb6eaa815f 100644
--- a/airflow/providers/salesforce/hooks/salesforce.py
+++ b/airflow/providers/salesforce/hooks/salesforce.py
@@ -242,6 +242,7 @@ def _to_timestamp(cls, column: pd.Series) -> pd.Series:
         # between 0 and 10 are turned into timestamps
         # if the column cannot be converted,
         # just return the original column untouched
+        import numpy as np
         import pandas as pd
 
         try:
@@ -259,7 +260,7 @@ def _to_timestamp(cls, column: pd.Series) -> pd.Series:
             try:
                 converted.append(value.timestamp())
             except (ValueError, AttributeError):
-                converted.append(pd.np.NaN)
+                converted.append(np.NaN)
 
         return pd.Series(converted, index=column.index)
 
diff --git a/tests/providers/salesforce/hooks/test_salesforce.py b/tests/providers/salesforce/hooks/test_salesforce.py
index b3792c612156f..0c1d9ede4c6f0 100644
--- a/tests/providers/salesforce/hooks/test_salesforce.py
+++ b/tests/providers/salesforce/hooks/test_salesforce.py
@@ -422,7 +422,9 @@ def test_write_object_to_file_ndjson_with_record_time(self, mock_data_frame, moc
     )
     @patch(
         "pandas.DataFrame.from_records",
-        return_value=pd.DataFrame({"test": [1, 2, 3], "field_1": ["2019-01-01", "2019-01-02", "2019-01-03"]}),
+        return_value=pd.DataFrame(
+            {"test": [1, 2, 3, 4], "field_1": ["2019-01-01", "2019-01-02", "2019-01-03", "NaT"]}
+        ),
     )
     def test_object_to_df_with_timestamp_conversion(self, mock_data_frame, mock_describe_object):
         obj_name = "obj_name"
@@ -434,7 +436,8 @@ def test_object_to_df_with_timestamp_conversion(self, mock_data_frame, mock_desc
 
         mock_describe_object.assert_called_once_with(obj_name)
         pd.testing.assert_frame_equal(
-            data_frame, pd.DataFrame({"test": [1, 2, 3], "field_1": [1.546301e09, 1.546387e09, 1.546474e09]})
+            data_frame,
+            pd.DataFrame({"test": [1, 2, 3, 4], "field_1": [1.546301e09, 1.546387e09, 1.546474e09, np.nan]}),
         )
 
     @patch("airflow.providers.salesforce.hooks.salesforce.time.time", return_value=1.23)