diff --git a/.ci/docker/common/install_conda.sh b/.ci/docker/common/install_conda.sh
index dba7f0d3e7c..9e10cb677fd 100755
--- a/.ci/docker/common/install_conda.sh
+++ b/.ci/docker/common/install_conda.sh
@@ -57,12 +57,12 @@ if [ -n "$ANACONDA_PYTHON_VERSION" ]; then
   elif [ "$ANACONDA_PYTHON_VERSION" = "3.10" ]; then
     conda_install numpy=1.21.2 ${CONDA_COMMON_DEPS}
   elif [ "$ANACONDA_PYTHON_VERSION" = "3.9" ]; then
-    conda_install numpy=1.19.2 ${CONDA_COMMON_DEPS}
+    conda_install numpy=1.21.2 ${CONDA_COMMON_DEPS}
   elif [ "$ANACONDA_PYTHON_VERSION" = "3.8" ]; then
-    conda_install numpy=1.18.5 ${CONDA_COMMON_DEPS}
+    conda_install numpy=1.21.2 ${CONDA_COMMON_DEPS}
   else
     # Install `typing-extensions` for 3.7
-    conda_install numpy=1.18.5 ${CONDA_COMMON_DEPS} typing-extensions
+    conda_install numpy=1.21.2 ${CONDA_COMMON_DEPS} typing-extensions
   fi
 
   # This is only supported in 3.8 upward
diff --git a/.github/requirements/conda-env-macOS-X64 b/.github/requirements/conda-env-macOS-X64
index a22e6c4f3d8..7f477e4a84d 100644
--- a/.github/requirements/conda-env-macOS-X64
+++ b/.github/requirements/conda-env-macOS-X64
@@ -1,6 +1,6 @@
 mkl=2021.2.0
 mkl-include=2021.2.0
-numpy=1.18.5
+numpy=1.21.2
 pyyaml=5.3
 setuptools=46.0.0
 cmake=3.22.*
diff --git a/mypy-nofollow.ini b/mypy-nofollow.ini
index 7051df24a02..855a2a07d5e 100644
--- a/mypy-nofollow.ini
+++ b/mypy-nofollow.ini
@@ -1,5 +1,5 @@
 [mypy]
-plugins = mypy_plugins/check_mypy_version.py
+plugins = mypy_plugins/check_mypy_version.py, numpy.typing.mypy_plugin
 
 cache_dir = .mypy_cache/nofollow
 warn_unused_configs = True
diff --git a/mypy-strict.ini b/mypy-strict.ini
index e4d9d7a143e..9a3e8b79c18 100644
--- a/mypy-strict.ini
+++ b/mypy-strict.ini
@@ -7,7 +7,7 @@
 
 [mypy]
 python_version = 3.8
-plugins = mypy_plugins/check_mypy_version.py
+plugins = mypy_plugins/check_mypy_version.py, numpy.typing.mypy_plugin
 
 cache_dir = .mypy_cache/strict
 strict_optional = True
diff --git a/mypy.ini b/mypy.ini
index 0636600a98a..073349f98ed 100644
--- a/mypy.ini
+++ b/mypy.ini
@@ -2,7 +2,7 @@
 # test_run_mypy in test/test_type_hints.py uses this string)
 
 [mypy]
-plugins = mypy_plugins/check_mypy_version.py
+plugins = mypy_plugins/check_mypy_version.py, numpy.typing.mypy_plugin
 
 cache_dir = .mypy_cache/normal
 warn_unused_configs = True