diff --git a/.circleci/config.yml b/.circleci/config.yml
index d295c9c0..df947633 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -11,7 +11,9 @@ jobs:
       - restore_cache:
           keys:
             - cache-pip
-      - run: pip install --user -e .[sphinx,rtd]
+      - run: |
+          pip install --user -e .[sphinx,rtd]
+          pip install -r docs/requirements.txt
       - save_cache:
           key: cache-pip
           paths:
diff --git a/.readthedocs.yml b/.readthedocs.yml
index 123a4730..070d8d90 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -8,3 +8,4 @@ python:
         extra_requirements:
           - sphinx
           - rtd
+      - requirements: docs/requirments.txt
diff --git a/docs/requirements.txt b/docs/requirements.txt
new file mode 100644
index 00000000..e250c225
--- /dev/null
+++ b/docs/requirements.txt
@@ -0,0 +1 @@
+git+https://github.com/pandas-dev/pandas-sphinx-theme.git@master
diff --git a/setup.py b/setup.py
index dcb19166..6e42fd20 100644
--- a/setup.py
+++ b/setup.py
@@ -46,14 +46,7 @@
             "pytest-regressions",
             "beautifulsoup4",
         ],
-        "rtd": [
-            "sphinxcontrib-bibtex",
-            "ipython",
-            (
-                "pandas_sphinx_theme @ "
-                "https://github.com/pandas-dev/pandas-sphinx-theme/archive/master.zip"
-            ),
-        ],
+        "rtd": ["sphinxcontrib-bibtex", "ipython"],
     },
     zip_safe=True,
 )