diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index fbe767f569b..4a3bed41921 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -25,7 +25,7 @@ repos:
         additional_dependencies:
           - httpx~=0.27
           - tornado~=6.4
-          - APScheduler~=3.10.4
+          - APScheduler>=3.10.4,<3.12.0
           - cachetools>=5.3.3,<5.5.0
           - aiolimiter~=1.1,<1.3
           - . # this basically does `pip install -e .`
@@ -42,7 +42,7 @@ repos:
           - types-cachetools
           - httpx~=0.27
           - tornado~=6.4
-          - APScheduler~=3.10.4
+          - APScheduler>=3.10.4,<3.12.0
           - cachetools>=5.3.3,<5.5.0
           - aiolimiter~=1.1,<1.3
           - . # this basically does `pip install -e .`
@@ -55,6 +55,6 @@ repos:
         - --follow-imports=silent
       additional_dependencies:
         - tornado~=6.4
-        - APScheduler~=3.10.4
+        - APScheduler>=3.10.4,<3.12.0
         - cachetools>=5.3.3,<5.5.0
         - . # this basically does `pip install -e .`
diff --git a/changes/unreleased/4950.VA9pgTVrLPABkUrxifLZnh.toml b/changes/unreleased/4950.VA9pgTVrLPABkUrxifLZnh.toml
new file mode 100644
index 00000000000..03243e618c1
--- /dev/null
+++ b/changes/unreleased/4950.VA9pgTVrLPABkUrxifLZnh.toml
@@ -0,0 +1,5 @@
+internal = "Align pre-commit hook APScheduler to with ``pyproject.toml``"
+[[pull_requests]]
+uid = "4950"
+author_uids = ["renovate[bot]", "Bibo-Joshi"]
+closes_threads = []