diff --git a/environment.yml b/environment.yml
index c3b5c70d..f8eee1e1 100644
--- a/environment.yml
+++ b/environment.yml
@@ -12,6 +12,7 @@ dependencies:
   - netcdf4  # has history of broken packages on PyPI
   - pytest
   - pytest-cov
+  - pytest-rerunfailures
   # documentation
   - autodocsumm
   - sphinx
diff --git a/pyproject.toml b/pyproject.toml
index ea687c28..29da3ff6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,6 +49,7 @@ test = [
     "pytest>6.0.0",
     "pytest-cov>=2.10.1",
     "pytest-html!=2.1.0",
+    "pytest-rerunfailures",
     "pytest-xdist",
     "dask",
     "flake8",
diff --git a/tests/test_filter_pipeline_v2.py b/tests/test_filter_pipeline_v2.py
index 7acf56fe..f9f117bb 100644
--- a/tests/test_filter_pipeline_v2.py
+++ b/tests/test_filter_pipeline_v2.py
@@ -17,7 +17,7 @@ def generate_data():
     return np.random.rand(100, 100)
 
 
-@pytest.mark.flaky
+@pytest.mark.flaky(reruns=3, only_rerun="ValueError")
 @pytest.mark.parametrize("chunk_size", [None, (10, 10), (20, 20)], ids=lambda x: f"chunk_{x}")
 @pytest.mark.parametrize("compression", [None, 9, "lzf"], ids=lambda x: f"compression_{x}")
 @pytest.mark.parametrize("shuffle", [True, False], ids=lambda x: f"shuffle_{x}")