diff --git a/Makefile b/Makefile
index 83506ddc..9386033b 100644
--- a/Makefile
+++ b/Makefile
@@ -58,7 +58,7 @@ publish: ## Publish the Python package to Pypi
 test: testpy testjs
 
 testpy:
-	pytest -vv umap/tests/ --dist=loadgroup
+	pytest -vv umap/tests/ --dist=loadgroup --reruns 1
 
 test-integration:
 	pytest -xv umap/tests/integration/ --dist=loadgroup
diff --git a/pyproject.toml b/pyproject.toml
index 9efc807c..177c5f0c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -61,6 +61,7 @@ test = [
   "pytest==8.3.3",
   "pytest-django==4.9.0",
   "pytest-playwright==0.5.2",
+  "pytest-rerunfailures==14.0",
   "pytest-xdist>=3.5.0,<4",
 ]
 docker = [
diff --git a/umap/tests/integration/test_datalayer.py b/umap/tests/integration/test_datalayer.py
index 9122e12b..ccb61121 100644
--- a/umap/tests/integration/test_datalayer.py
+++ b/umap/tests/integration/test_datalayer.py
@@ -55,10 +55,6 @@ def test_should_honour_fromZoom(live_server, map, datalayer, page):
     expect(markers).to_be_visible()
 
 
-@pytest.mark.skipif(
-    os.environ.get("CI", "false") == "true",
-    reason="Test is failing intermittently, skipping in the CI",
-)
 def test_should_honour_toZoom(live_server, map, datalayer, page):
     set_options(datalayer, displayOnLoad=True, toZoom=6)
     page.goto(f"{live_server.url}{map.get_absolute_url()}#7/48.55/14.68")
diff --git a/umap/tests/integration/test_import.py b/umap/tests/integration/test_import.py
index 73bee1ad..31de9fdd 100644
--- a/umap/tests/integration/test_import.py
+++ b/umap/tests/integration/test_import.py
@@ -71,10 +71,6 @@ def test_umap_import_from_file(live_server, tilelayer, page):
     expect(nonloaded).to_have_count(1)
 
 
-@pytest.mark.skipif(
-    os.environ.get("CI", "false") == "true",
-    reason="Test is failing intermittently, skipping in the CI",
-)
 def test_umap_import_from_textarea(live_server, tilelayer, page, settings):
     settings.UMAP_ALLOW_ANONYMOUS = True
     page.goto(f"{live_server.url}/map/new/")
diff --git a/umap/tests/integration/test_map.py b/umap/tests/integration/test_map.py
index 3dd89797..f2308d80 100644
--- a/umap/tests/integration/test_map.py
+++ b/umap/tests/integration/test_map.py
@@ -148,10 +148,6 @@ def test_default_view_latest_with_polygon(map, live_server, page):
     expect(layers).to_have_count(1)
 
 
-@pytest.mark.skipif(
-    os.environ.get("CI", "false") == "true",
-    reason="Test is failing intermittently, skipping in the CI",
-)
 def test_default_view_locate(browser, live_server, map):
     context = browser.new_context(
         geolocation={"longitude": 8.52967, "latitude": 39.16267},