diff --git a/build-manylinux.sh b/build-manylinux.sh
new file mode 100755
index 0000000000000..f98db2a9499b2
--- /dev/null
+++ b/build-manylinux.sh
@@ -0,0 +1,4 @@
+#!/bin/bash
+#
+
+docker run -e PLAT=manylinux2010_x86_64 -v /home/callicott/work/pandas:/io quay.io/pypa/manylinux2010_x86_64 /io/build-wheels.sh
\ No newline at end of file
diff --git a/build-wheels.sh b/build-wheels.sh
new file mode 100755
index 0000000000000..384952e68cf64
--- /dev/null
+++ b/build-wheels.sh
@@ -0,0 +1,26 @@
+#!/bin/bash
+set -e -x
+
+# Compile wheels
+for PYBIN in /opt/python/*/bin; do
+    "${PYBIN}/pip" install -r /io/dev-requirements.txt &
+done
+wait
+for PYBIN in /opt/python/*/bin; do
+    "${PYBIN}/pip" wheel /io/ -w wheelhouse/ &
+done
+wait
+
+ls wheelhouse
+
+# Bundle external shared libraries into the wheels
+for whl in wheelhouse/*.whl; do
+    auditwheel repair "$whl" --plat $PLAT -w /io/wheelhouse/
+done
+
+ls /io/wheelhouse
+
+# Install packages and test
+for PYBIN in /opt/python/*/bin/; do
+    "${PYBIN}/pip" install pandas27 --no-index -f /io/wheelhouse
+done
diff --git a/dev-requirements.txt b/dev-requirements.txt
new file mode 100644
index 0000000000000..433197d34ac1e
--- /dev/null
+++ b/dev-requirements.txt
@@ -0,0 +1,3 @@
+numpy>=1.13.3
+python-dateutil>=2.5.0
+pytz>=2015.4
\ No newline at end of file
diff --git a/setup.py b/setup.py
index 2a67b21414f63..d57bcb600e438 100755
--- a/setup.py
+++ b/setup.py
@@ -31,13 +31,21 @@ def is_platform_mac():
 
 
 min_numpy_ver = '1.12.0'
+max_numpy_ver = ''
+
+numpy_install_rule = 'numpy >= {numpy_ver}'.format(numpy_ver=min_numpy_ver)
+
+if (sys.version_info < (3, 0)):
+    max_numpy_ver = '1.16.4'
+    numpy_install_rule += ', <= {numpy_ver}'.format(numpy_ver=max_numpy_ver)
+
 setuptools_kwargs = {
     'install_requires': [
         'python-dateutil >= 2.5.0',
         'pytz >= 2011k',
-        'numpy >= {numpy_ver}'.format(numpy_ver=min_numpy_ver),
+        numpy_install_rule,
     ],
-    'setup_requires': ['numpy >= {numpy_ver}'.format(numpy_ver=min_numpy_ver)],
+    'setup_requires': [numpy_install_rule],
     'zip_safe': False,
 }
 
@@ -727,9 +735,9 @@ def srcpath(name=None, suffix='.pyx', subdir='src'):
 # The build cache system does string matching below this point.
 # if you change something, be careful.
 
-setup(name=DISTNAME,
+setup(name='pandas27',
       maintainer=AUTHOR,
-      version=versioneer.get_version(),
+      version='0.24.3',
       packages=find_packages(include=['pandas', 'pandas.*']),
       package_data={'': ['templates/*', '_libs/*.dll']},
       ext_modules=maybe_cythonize(extensions, compiler_directives=directives),