diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 42b3b4480..14c26f6c0 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -73,7 +73,7 @@ jobs:
       MINIKUBE_VERSION: v1.33.0
       MINIKUBE_WANTUPDATENOTIFICATION: false
       MINIKUBE_WANTREPORTERRORPROMPT: false
-      SKAFFOLD_VERSION: v1.17.2
+      SKAFFOLD_VERSION: v2.13.2
       GO111MODULE: "on"
 
     steps:
diff --git a/hack/skaffold/virtual-kubelet/skaffold.yml b/hack/skaffold/virtual-kubelet/skaffold.yml
index 0d861828c..3adc34aee 100644
--- a/hack/skaffold/virtual-kubelet/skaffold.yml
+++ b/hack/skaffold/virtual-kubelet/skaffold.yml
@@ -1,18 +1,17 @@
-apiVersion: skaffold/v2beta10
+apiVersion: skaffold/v4beta11
 kind: Config
 build:
   artifacts:
-  - image: virtual-kubelet
-    docker:
-      # Use a Dockerfile specific for development only.
-      dockerfile: hack/skaffold/virtual-kubelet/Dockerfile
-deploy:
-  kubectl:
-    manifests:
+    - image: virtual-kubelet
+      docker:
+        dockerfile: hack/skaffold/virtual-kubelet/Dockerfile
+manifests:
+  rawYaml:
     - hack/skaffold/virtual-kubelet/base.yml
     - hack/skaffold/virtual-kubelet/pod.yml
+deploy:
+  kubectl: {}
 profiles:
-- name: local
-  build:
-    # For the "local" profile, we must perform the build locally.
-    local: {}
+  - name: local
+    build:
+      local: {}