diff --git a/airflow/providers/google/cloud/transfers/bigquery_to_sql.py b/airflow/providers/google/cloud/transfers/bigquery_to_sql.py
index 736880726c94..e3a24fab5cc8 100644
--- a/airflow/providers/google/cloud/transfers/bigquery_to_sql.py
+++ b/airflow/providers/google/cloud/transfers/bigquery_to_sql.py
@@ -68,6 +68,8 @@ class BigQueryToSqlBaseOperator(BaseOperator):
     template_fields: Sequence[str] = (
         "target_table_name",
         "impersonation_chain",
+        "dataset_id",
+        "table_id",
     )
 
     def __init__(
@@ -82,6 +84,8 @@ def __init__(
         batch_size: int = 1000,
         location: str | None = None,
         impersonation_chain: str | Sequence[str] | None = None,
+        dataset_id: str | None = None,
+        table_id: str | None = None,
         **kwargs,
     ) -> None:
         super().__init__(**kwargs)
@@ -93,6 +97,8 @@ def __init__(
         self.batch_size = batch_size
         self.location = location
         self.impersonation_chain = impersonation_chain
+        self.dataset_id = dataset_id
+        self.table_id = table_id
         try:
             self.dataset_id, self.table_id = dataset_table.split(".")
         except ValueError:
diff --git a/airflow/providers/google/cloud/utils/bigquery_get_data.py b/airflow/providers/google/cloud/utils/bigquery_get_data.py
index d178aee963f1..6e1df55286dd 100644
--- a/airflow/providers/google/cloud/utils/bigquery_get_data.py
+++ b/airflow/providers/google/cloud/utils/bigquery_get_data.py
@@ -30,8 +30,8 @@
 
 def bigquery_get_data(
     logger: Logger,
-    dataset_id: str,
-    table_id: str,
+    dataset_id: str | None,
+    table_id: str | None,
     big_query_hook: BigQueryHook,
     batch_size: int,
     selected_fields: list[str] | str | None,