diff --git a/airflow/cli/commands/celery_command.py b/airflow/cli/commands/celery_command.py
index 2198062e6b89c..0d3e1295dcd4e 100644
--- a/airflow/cli/commands/celery_command.py
+++ b/airflow/cli/commands/celery_command.py
@@ -18,6 +18,7 @@
 """Celery command."""
 from __future__ import annotations
 
+from contextlib import contextmanager
 from multiprocessing import Process
 
 import daemon
@@ -83,22 +84,16 @@ def flower(args):
         celery_app.start(options)
 
 
-def _serve_logs(skip_serve_logs: bool = False) -> Process | None:
+@contextmanager
+def _serve_logs(skip_serve_logs: bool = False):
     """Starts serve_logs sub-process."""
+    sub_proc = None
     if skip_serve_logs is False:
         sub_proc = Process(target=serve_logs)
         sub_proc.start()
-        return sub_proc
-    return None
-
-
-def _run_worker(options, skip_serve_logs):
-    sub_proc = _serve_logs(skip_serve_logs)
-    try:
-        celery_app.worker_main(options)
-    finally:
-        if sub_proc:
-            sub_proc.terminate()
+    yield
+    if sub_proc:
+        sub_proc.terminate()
 
 
 @cli_utils.action_cli
@@ -190,17 +185,19 @@ def worker(args):
             stdout_handle.truncate(0)
             stderr_handle.truncate(0)
 
-            ctx = daemon.DaemonContext(
+            daemon_context = daemon.DaemonContext(
                 files_preserve=[handle],
                 umask=int(umask, 8),
                 stdout=stdout_handle,
                 stderr=stderr_handle,
             )
-            with ctx:
-                _run_worker(options=options, skip_serve_logs=skip_serve_logs)
+            with daemon_context, _serve_logs(skip_serve_logs):
+                celery_app.worker_main(options)
+
     else:
         # Run Celery worker in the same process
-        _run_worker(options=options, skip_serve_logs=skip_serve_logs)
+        with _serve_logs(skip_serve_logs):
+            celery_app.worker_main(options)
 
 
 @cli_utils.action_cli
diff --git a/airflow/cli/commands/scheduler_command.py b/airflow/cli/commands/scheduler_command.py
index a82ada1d52a0e..44544716df6da 100644
--- a/airflow/cli/commands/scheduler_command.py
+++ b/airflow/cli/commands/scheduler_command.py
@@ -18,6 +18,7 @@
 from __future__ import annotations
 
 import signal
+from contextlib import contextmanager
 from multiprocessing import Process
 
 import daemon
@@ -31,28 +32,15 @@
 from airflow.utils.scheduler_health import serve_health_check
 
 
-def _create_scheduler_job(args):
+def _run_scheduler_job(args):
     job = SchedulerJob(
         subdir=process_subdir(args.subdir),
         num_runs=args.num_runs,
         do_pickle=args.do_pickle,
     )
-    return job
-
-
-def _run_scheduler_job(args):
-    skip_serve_logs = args.skip_serve_logs
-    job = _create_scheduler_job(args)
-    logs_sub_proc = _serve_logs(skip_serve_logs)
     enable_health_check = conf.getboolean("scheduler", "ENABLE_HEALTH_CHECK")
-    health_sub_proc = _serve_health_check(enable_health_check)
-    try:
+    with _serve_logs(args.skip_serve_logs), _serve_health_check(enable_health_check):
         job.run()
-    finally:
-        if logs_sub_proc:
-            logs_sub_proc.terminate()
-        if health_sub_proc:
-            health_sub_proc.terminate()
 
 
 @cli_utils.action_cli
@@ -85,23 +73,29 @@ def scheduler(args):
         _run_scheduler_job(args=args)
 
 
-def _serve_logs(skip_serve_logs: bool = False) -> Process | None:
+@contextmanager
+def _serve_logs(skip_serve_logs: bool = False):
     """Starts serve_logs sub-process."""
     from airflow.configuration import conf
     from airflow.utils.serve_logs import serve_logs
 
+    sub_proc = None
     if conf.get("core", "executor") in ["LocalExecutor", "SequentialExecutor"]:
         if skip_serve_logs is False:
             sub_proc = Process(target=serve_logs)
             sub_proc.start()
-            return sub_proc
-    return None
+    yield
+    if sub_proc:
+        sub_proc.terminate()
 
 
-def _serve_health_check(enable_health_check: bool = False) -> Process | None:
+@contextmanager
+def _serve_health_check(enable_health_check: bool = False):
     """Starts serve_health_check sub-process."""
+    sub_proc = None
     if enable_health_check:
         sub_proc = Process(target=serve_health_check)
         sub_proc.start()
-        return sub_proc
-    return None
+    yield
+    if sub_proc:
+        sub_proc.terminate()