diff --git a/jenkins/README.md b/jenkins/README.md
index cdc15cf2a..578bc22c5 100644
--- a/jenkins/README.md
+++ b/jenkins/README.md
@@ -34,3 +34,8 @@ of the two build scripts above.
 This script will execute the Norne case, and generate a document with
 plots of the results. It is meant to be executed after either
 of the two build scripts above.
+
+**run-polymer.sh**:
+This script will execute the simple2D polymer case, then compare against
+Eclipse reference results. It is meant to be executed after either
+of the two build scripts above.
diff --git a/jenkins/run-polymer.sh b/jenkins/run-polymer.sh
new file mode 100755
index 000000000..bf9b76057
--- /dev/null
+++ b/jenkins/run-polymer.sh
@@ -0,0 +1,28 @@
+#!/bin/bash
+
+# Build flow_polymer binary
+pushd .
+cd serial/build-opm-autodiff
+cmake --build . --target flow_polymer
+popd
+
+# Clone opm-data if necessary
+pushd .
+cd deps
+if ! test -d opm-data
+then
+  git clone --depth 1 --single-branch -b master https://github.com/OPM/opm-data
+fi
+cd opm-data
+
+# Run the simple2D polymer case
+cd polymer_test_suite/simple2D
+$WORKSPACE/serial/build-opm-autodiff/bin/flow_polymer run.param
+test $? -eq 0 || exit 1
+cd ../..
+
+# Compare OPM with eclipse reference
+PYTHONPATH=$WORKSPACE/serial/install/lib/python2.7/dist-packages/ python output_comparator/src/compare_eclipse.py polymer_test_suite/simple2D/eclipse-simulation/ polymer_test_suite/simple2D/opm-simulation/ 2D_THREEPHASE_POLY_HETER 0.0006 0.004
+test $? -eq 0 || exit 1
+
+popd