diff --git a/providers/jdbc/pyproject.toml b/providers/jdbc/pyproject.toml
index 5124cf9034bc2..ae16effb33475 100644
--- a/providers/jdbc/pyproject.toml
+++ b/providers/jdbc/pyproject.toml
@@ -58,6 +58,7 @@ requires-python = ">=3.10"
 # After you modify the dependencies, and rebuild your Breeze CI image with ``breeze ci-image build``
 dependencies = [
     "apache-airflow>=2.10.0",
+    "apache-airflow-providers-common-compat>=1.7.4",    # + TODO: bump to next version
     "apache-airflow-providers-common-sql>=1.20.0",
     "jaydebeapi>=1.1.1",
 ]
@@ -67,6 +68,7 @@ dev = [
     "apache-airflow",
     "apache-airflow-task-sdk",
     "apache-airflow-devel-common",
+    "apache-airflow-providers-common-compat",
     "apache-airflow-providers-common-sql",
     # Additional devel dependencies (do not remove this line and add extra development dependencies)
 ]
diff --git a/providers/jdbc/src/airflow/providers/jdbc/hooks/jdbc.py b/providers/jdbc/src/airflow/providers/jdbc/hooks/jdbc.py
index 219311ae26910..fba6400e118b4 100644
--- a/providers/jdbc/src/airflow/providers/jdbc/hooks/jdbc.py
+++ b/providers/jdbc/src/airflow/providers/jdbc/hooks/jdbc.py
@@ -31,11 +31,7 @@
 from airflow.providers.common.sql.hooks.sql import DbApiHook
 
 if TYPE_CHECKING:
-    if TYPE_CHECKING:
-        try:
-            from airflow.sdk import Connection
-        except ImportError:
-            from airflow.models.connection import Connection  # type: ignore[assignment]
+    from airflow.providers.common.compat.sdk import Connection
 
 
 @contextmanager
diff --git a/providers/jenkins/pyproject.toml b/providers/jenkins/pyproject.toml
index a055b5859822d..f4e4a248e94a8 100644
--- a/providers/jenkins/pyproject.toml
+++ b/providers/jenkins/pyproject.toml
@@ -58,6 +58,7 @@ requires-python = ">=3.10"
 # After you modify the dependencies, and rebuild your Breeze CI image with ``breeze ci-image build``
 dependencies = [
     "apache-airflow>=2.10.0",
+    "apache-airflow-providers-common-compat>=1.7.4",    # + TODO: bump to next version
     "python-jenkins>=1.8.2",
 ]
 
@@ -66,6 +67,7 @@ dev = [
     "apache-airflow",
     "apache-airflow-task-sdk",
     "apache-airflow-devel-common",
+    "apache-airflow-providers-common-compat",
     # Additional devel dependencies (do not remove this line and add extra development dependencies)
 ]
 
diff --git a/providers/jenkins/src/airflow/providers/jenkins/hooks/jenkins.py b/providers/jenkins/src/airflow/providers/jenkins/hooks/jenkins.py
index c73adcbf02294..ee0a6dd486a49 100644
--- a/providers/jenkins/src/airflow/providers/jenkins/hooks/jenkins.py
+++ b/providers/jenkins/src/airflow/providers/jenkins/hooks/jenkins.py
@@ -21,7 +21,7 @@
 
 import jenkins
 
-from airflow.providers.jenkins.version_compat import BaseHook
+from airflow.providers.common.compat.sdk import BaseHook
 
 
 class JenkinsHook(BaseHook):
diff --git a/providers/jenkins/src/airflow/providers/jenkins/operators/jenkins_job_trigger.py b/providers/jenkins/src/airflow/providers/jenkins/operators/jenkins_job_trigger.py
index 8055963204697..b79ef5f6c89c8 100644
--- a/providers/jenkins/src/airflow/providers/jenkins/operators/jenkins_job_trigger.py
+++ b/providers/jenkins/src/airflow/providers/jenkins/operators/jenkins_job_trigger.py
@@ -30,8 +30,8 @@
 from requests import Request
 
 from airflow.exceptions import AirflowException
+from airflow.providers.common.compat.sdk import BaseOperator
 from airflow.providers.jenkins.hooks.jenkins import JenkinsHook
-from airflow.providers.jenkins.version_compat import BaseOperator
 
 JenkinsRequest = Mapping[str, Any]
 ParamType = str | dict | list | None
diff --git a/providers/jenkins/src/airflow/providers/jenkins/sensors/jenkins.py b/providers/jenkins/src/airflow/providers/jenkins/sensors/jenkins.py
index faceda77ff05c..bfc3701e20ff1 100644
--- a/providers/jenkins/src/airflow/providers/jenkins/sensors/jenkins.py
+++ b/providers/jenkins/src/airflow/providers/jenkins/sensors/jenkins.py
@@ -18,14 +18,10 @@
 from __future__ import annotations
 
 from collections.abc import Iterable
-from typing import TYPE_CHECKING
 
 from airflow.exceptions import AirflowException
+from airflow.providers.common.compat.sdk import BaseSensorOperator, Context
 from airflow.providers.jenkins.hooks.jenkins import JenkinsHook
-from airflow.providers.jenkins.version_compat import BaseSensorOperator
-
-if TYPE_CHECKING:
-    from airflow.providers.jenkins.version_compat import Context
 
 
 class JenkinsBuildSensor(BaseSensorOperator):
diff --git a/providers/jenkins/src/airflow/providers/jenkins/version_compat.py b/providers/jenkins/src/airflow/providers/jenkins/version_compat.py
index da458b9effc70..a4fae50317e81 100644
--- a/providers/jenkins/src/airflow/providers/jenkins/version_compat.py
+++ b/providers/jenkins/src/airflow/providers/jenkins/version_compat.py
@@ -35,24 +35,7 @@ def get_base_airflow_version_tuple() -> tuple[int, int, int]:
 AIRFLOW_V_3_0_PLUS = get_base_airflow_version_tuple() >= (3, 0, 0)
 AIRFLOW_V_3_1_PLUS: bool = get_base_airflow_version_tuple() >= (3, 1, 0)
 
-if AIRFLOW_V_3_1_PLUS:
-    from airflow.sdk import BaseHook
-else:
-    from airflow.hooks.base import BaseHook  # type: ignore[attr-defined,no-redef]
-
-if AIRFLOW_V_3_0_PLUS:
-    from airflow.sdk import BaseOperator, BaseSensorOperator
-    from airflow.sdk.definitions.context import Context
-else:
-    from airflow.models import BaseOperator
-    from airflow.sensors.base import BaseSensorOperator  # type: ignore[no-redef]
-    from airflow.utils.context import Context
-
 __all__ = [
     "AIRFLOW_V_3_0_PLUS",
     "AIRFLOW_V_3_1_PLUS",
-    "BaseHook",
-    "BaseOperator",
-    "BaseSensorOperator",
-    "Context",
 ]