diff --git a/docs/requirements.txt b/docs/requirements.txt
index f4f901400..f55ead1ae 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -1,3 +1,3 @@
+jupyterhub-sphinx-theme
 myst-parser
-pydata-sphinx-theme
 sphinx_copybutton
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 28f10ec75..a7302f574 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -16,6 +16,7 @@
 extensions = [
     "myst_parser",
     "sphinx_copybutton",
+    "jupyterhub_sphinx_theme",
 ]
 
 # The suffix(es) of source filenames.
@@ -38,9 +39,15 @@
 # -- Options for HTML output ----------------------------------------------
 # ref: http://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
 #
-html_theme = "pydata_sphinx_theme"
+html_theme = "jupyterhub_sphinx_theme"
 html_theme_options = {
-    "github_url": "https://github.com/jupyterhub/mybinder.org-deploy/",
+    "icon_links": [
+        {
+            "name": "GitHub",
+            "url": "https://github.com/jupyterhub/mybinder.org-deploy",
+            "icon": "fa-brands fa-github",
+        },
+    ],
     "use_edit_page_button": True,
 }
 html_context = {