diff --git a/pytest.ini b/pytest.ini
index 9504f45df..b754af883 100644
--- a/pytest.ini
+++ b/pytest.ini
@@ -15,6 +15,7 @@ markers =
     skip: Always skipped test.
     pyqt531_or_newer: Needs PyQt 5.3.1 or newer.
     xfail_norun: xfail the test with out running it
+    flaky: Tests which are flaky and should be rerun
 qt_log_level_fail = WARNING
 qt_log_ignore =
     ^SpellCheck: .*
diff --git a/tests/unit/utils/test_qtutils.py b/tests/unit/utils/test_qtutils.py
index a429784d0..78c2cffdb 100644
--- a/tests/unit/utils/test_qtutils.py
+++ b/tests/unit/utils/test_qtutils.py
@@ -760,6 +760,7 @@ class TestPyQIODevice:
         with pytest.raises(io.UnsupportedOperation):
             pyqiodev.seek(0, whence)
 
+    @pytest.mark.flaky(reruns=1)
     def test_qprocess(self, py_proc):
         """Test PyQIODevice with a QProcess which is non-sequential.
 
diff --git a/tox.ini b/tox.ini
index e1007fd29..18ca4c1ff 100644
--- a/tox.ini
+++ b/tox.ini
@@ -37,6 +37,7 @@ deps =
     pytest-instafail==0.3.0
     pytest-travis-fold==1.2.0
     pytest-repeat==0.2
+    pytest-rerunfailures==1.0.1
     six==1.10.0
     termcolor==1.1.0
     vulture==0.8.1