diff --git a/docker/kubetoolbox/Dockerfile.j2 b/docker/kubetoolbox/Dockerfile.j2
index 6cd8f6dc3d..34f7695a9d 100644
--- a/docker/kubetoolbox/Dockerfile.j2
+++ b/docker/kubetoolbox/Dockerfile.j2
@@ -3,13 +3,6 @@ LABEL maintainer="{{ maintainer }}" name="{{ image_name }}" build-date="{{ build
 
 {% block kubetoolbox_header %}{% endblock %}
 
-{% if base_arch != 'x86_64' %}
-
-RUN echo 'There is no "kubectl" binary for {{ base_arch }}' \
-    && /bin/false
-
-{% endif %}
-
 {% import "macros.j2" as macros with context %}
 
 {% set kubetoolbox_packages = [
@@ -21,8 +14,7 @@ RUN echo 'There is no "kubectl" binary for {{ base_arch }}' \
 {{ macros.install_packages(kubetoolbox_packages | customizable("packages")) }}
 
 {% block kubetoolbox_install_kube_binary %}
-RUN curl -o /usr/bin/kubectl http://storage.googleapis.com/kubernetes-release/release/v1.4.0/bin/linux/amd64/kubectl \
-    && chmod 755 /usr/bin/kubectl
+    {{ macros.install_kubectl() }}
 {% endblock %}
 
 {% block kubetoolbox_footer %}{% endblock %}
diff --git a/docker/macros.j2 b/docker/macros.j2
index e40206071e..479d33ff8a 100644
--- a/docker/macros.j2
+++ b/docker/macros.j2
@@ -48,3 +48,17 @@ RUN apt-get -y install --no-install-recommends haproxy \
     && apt-get -y install -f \
     && apt-get clean
 {% endmacro %}
+
+{% macro install_kubectl() %}
+    {% if base_arch == 'x86_64' %}
+        ENV KUBE_ARCH=amd64
+    {% elif base_arch == 'aarch64' %}
+        ENV KUBE_ARCH=arm64
+    {% else %}
+        RUN echo 'There is no "kubectl" binary for {{ base_arch }}' \
+            && /bin/false
+    {% endif %}
+
+    RUN curl -o /usr/bin/kubectl http://storage.googleapis.com/kubernetes-release/release/v1.5.4/bin/linux/${KUBE_ARCH}/kubectl \
+        && chmod 755 /usr/bin/kubectl
+{% endmacro %}
diff --git a/docker/magnum/magnum-conductor/Dockerfile.j2 b/docker/magnum/magnum-conductor/Dockerfile.j2
index 518881fad7..e080e3b860 100644
--- a/docker/magnum/magnum-conductor/Dockerfile.j2
+++ b/docker/magnum/magnum-conductor/Dockerfile.j2
@@ -3,13 +3,6 @@ LABEL maintainer="{{ maintainer }}" name="{{ image_name }}" build-date="{{ build
 
 {% block magnum_conductor_header %}{% endblock %}
 
-{% if base_arch != 'x86_64' %}
-
-RUN echo 'There is no "kubectl" binary for {{ base_arch }}' \
-    && /bin/false
-
-{% endif %}
-
 {% import "macros.j2" as macros with context %}
 
 {% if install_type == 'binary' %}
@@ -26,10 +19,7 @@ RUN echo 'There is no "kubectl" binary for {{ base_arch }}' \
     {% endif %}
 {{ macros.install_packages(magnum_conductor_packages | customizable("packages")) }}
 
-# Install kubectl binary
-RUN curl -Lo /usr/local/bin/kubectl https://storage.googleapis.com/kubernetes-release/release/v1.2.0/bin/linux/amd64/kubectl \
-    && chmod +x /usr/local/bin/kubectl
-
+{{ macros.install_kubectl() }}
 {% endif %}
 
 {% block magnum_conductor_footer %}{% endblock %}