diff --git a/.github/workflows/docbuild-and-upload.yml b/.github/workflows/docbuild-and-upload.yml
index 13da56806de6e..17ebed5a8c1e6 100644
--- a/.github/workflows/docbuild-and-upload.yml
+++ b/.github/workflows/docbuild-and-upload.yml
@@ -45,6 +45,12 @@ jobs:
     - name: Build Pandas
       uses: ./.github/actions/build_pandas
 
+    - name: Set up maintainers cache
+      uses: actions/cache@v3
+      with:
+        path: maintainers.json
+        key: maintainers
+
     - name: Build website
       run: python web/pandas_web.py web/pandas --target-path=web/build
 
diff --git a/web/pandas_web.py b/web/pandas_web.py
index 62539574543a9..3e5b089cab64a 100755
--- a/web/pandas_web.py
+++ b/web/pandas_web.py
@@ -27,6 +27,7 @@
 import collections
 import datetime
 import importlib
+import json
 import operator
 import os
 import pathlib
@@ -157,6 +158,18 @@ def maintainers_add_info(context):
         Given the active maintainers defined in the yaml file, it fetches
         the GitHub user information for them.
         """
+        timestamp = time.time()
+
+        cache_file = pathlib.Path("maintainers.json")
+        if cache_file.is_file():
+            with open(cache_file) as f:
+                context["maintainers"] = json.load(f)
+            # refresh cache after 1 hour
+            if (timestamp - context["maintainers"]["timestamp"]) < 3_600:
+                return context
+
+        context["maintainers"]["timestamp"] = timestamp
+
         repeated = set(context["maintainers"]["active"]) & set(
             context["maintainers"]["inactive"]
         )
@@ -171,6 +184,10 @@ def maintainers_add_info(context):
                     return context
                 resp.raise_for_status()
                 context["maintainers"][f"{kind}_with_github_info"].append(resp.json())
+
+        with open(cache_file, "w") as f:
+            json.dump(context["maintainers"], f)
+
         return context
 
     @staticmethod