diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 014c666a17084..d6744f578560c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -141,6 +141,9 @@ jobs:
   data_manager:
     name: Test experimental data manager
     runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        pattern: ["not slow and not network and not clipboard", "slow"]
     steps:
 
     - name: Checkout
@@ -152,43 +155,11 @@ jobs:
     - name: Run tests
       env:
         PANDAS_DATA_MANAGER: array
+        PATTERN: ${{ matrix.pattern }}
+        PYTEST_WORKERS: "auto"
       run: |
         source activate pandas-dev
+        ci/run_tests.sh
 
-        pytest pandas/tests/frame/
-        pytest pandas/tests/reductions/
-        pytest pandas/tests/generic/test_generic.py
-        pytest pandas/tests/arithmetic/
-        pytest pandas/tests/groupby/
-        pytest pandas/tests/resample/
-        pytest pandas/tests/reshape/merge
-        pytest pandas/tests/series/
-        pytest pandas/tests/indexing/
-
-        pytest pandas/tests/test_*
-        pytest pandas/tests/api/
-        pytest pandas/tests/apply/
-        pytest pandas/tests/arrays/
-        pytest pandas/tests/base/
-        pytest pandas/tests/computation/
-        pytest pandas/tests/config/
-        pytest pandas/tests/dtypes/
-        pytest pandas/tests/extension/
-        pytest pandas/tests/generic/
-        pytest pandas/tests/indexes/
-        pytest pandas/tests/internals/
-        pytest pandas/tests/io/test_* -m "not slow and not clipboard"
-        pytest pandas/tests/io/excel/ -m "not slow and not clipboard"
-        pytest pandas/tests/io/formats/ -m "not slow and not clipboard"
-        pytest pandas/tests/io/parser/ -m "not slow and not clipboard"
-        pytest pandas/tests/io/sas/ -m "not slow and not clipboard"
-        pytest pandas/tests/io/xml/ -m "not slow and not clipboard"
-        pytest pandas/tests/libs/
-        pytest pandas/tests/plotting/
-        pytest pandas/tests/scalar/
-        pytest pandas/tests/strings/
-        pytest pandas/tests/tools/
-        pytest pandas/tests/tseries/
-        pytest pandas/tests/tslibs/
-        pytest pandas/tests/util/
-        pytest pandas/tests/window/
+    - name: Print skipped tests
+      run: python ci/print_skipped.py
diff --git a/pandas/tests/reshape/concat/__init__.py b/pandas/tests/reshape/concat/__init__.py
index e69de29bb2d1d..777923be02398 100644
--- a/pandas/tests/reshape/concat/__init__.py
+++ b/pandas/tests/reshape/concat/__init__.py
@@ -0,0 +1,4 @@
+import pandas.util._test_decorators as td
+
+# TODO(ArrayManager) concat axis=0
+pytestmark = td.skip_array_manager_not_yet_implemented
diff --git a/pandas/tests/reshape/test_crosstab.py b/pandas/tests/reshape/test_crosstab.py
index e467dbb7d49b6..5cc65feee869b 100644
--- a/pandas/tests/reshape/test_crosstab.py
+++ b/pandas/tests/reshape/test_crosstab.py
@@ -1,6 +1,8 @@
 import numpy as np
 import pytest
 
+import pandas.util._test_decorators as td
+
 from pandas.core.dtypes.common import is_categorical_dtype
 
 from pandas import (
@@ -438,6 +440,7 @@ def test_crosstab_normalize_arrays(self):
         )
         tm.assert_frame_equal(test_case, norm_sum)
 
+    @td.skip_array_manager_not_yet_implemented  # TODO(ArrayManager) concat axis=0
     def test_crosstab_with_empties(self):
         # Check handling of empties
         df = DataFrame(
diff --git a/pandas/tests/reshape/test_pivot.py b/pandas/tests/reshape/test_pivot.py
index c50886ba43019..8d8a83c233444 100644
--- a/pandas/tests/reshape/test_pivot.py
+++ b/pandas/tests/reshape/test_pivot.py
@@ -8,6 +8,8 @@
 import numpy as np
 import pytest
 
+import pandas.util._test_decorators as td
+
 import pandas as pd
 from pandas import (
     Categorical,
@@ -1197,6 +1199,7 @@ def test_pivot_table_with_margins_set_margin_name(self, margin_name):
                 margins_name=margin_name,
             )
 
+    @td.skip_array_manager_not_yet_implemented  # TODO(ArrayManager) concat axis=0
     def test_pivot_timegrouper(self):
         df = DataFrame(
             {
diff --git a/pandas/tests/reshape/test_pivot_multilevel.py b/pandas/tests/reshape/test_pivot_multilevel.py
index df2ae0d52c660..ab41a94d1ff25 100644
--- a/pandas/tests/reshape/test_pivot_multilevel.py
+++ b/pandas/tests/reshape/test_pivot_multilevel.py
@@ -1,6 +1,8 @@
 import numpy as np
 import pytest
 
+import pandas.util._test_decorators as td
+
 import pandas as pd
 from pandas import (
     Index,
@@ -196,6 +198,7 @@ def test_pivot_list_like_columns(
     tm.assert_frame_equal(result, expected)
 
 
+@td.skip_array_manager_not_yet_implemented  # TODO(ArrayManager) concat axis=0
 def test_pivot_multiindexed_rows_and_cols():
     # GH 36360