diff --git a/hack/jenkins/common.ps1 b/hack/jenkins/common.ps1
index ab36cb378d..e4d2342ffc 100644
--- a/hack/jenkins/common.ps1
+++ b/hack/jenkins/common.ps1
@@ -32,7 +32,8 @@ $gcs_bucket="minikube-builds/logs/$env:MINIKUBE_LOCATION/$env:ROOT_JOB_ID"
 $env:MINIKUBE_SUPPRESS_DOCKER_PERFORMANCE="true"
 
 # Docker's kubectl breaks things, and comes earlier in the path than the regular kubectl. So download the expected kubectl and replace Docker's version.
-(New-Object Net.WebClient).DownloadFile("https://dl.k8s.io/release/v1.20.0/bin/windows/amd64/kubectl.exe", "C:\Program Files\Docker\Docker\resources\bin\kubectl.exe")
+$KubeVersion = (Invoke-WebRequest -Uri 'https://storage.googleapis.com/kubernetes-release/release/stable.txt' -UseBasicParsing).Content
+(New-Object Net.WebClient).DownloadFile("https://dl.k8s.io/release/$KubeVersion/bin/windows/amd64/kubectl.exe", "C:\Program Files\Docker\Docker\resources\bin\kubectl.exe")
 
 # Setup the cleanup and reboot cron
 gsutil.cmd -m cp -r gs://minikube-builds/$env:MINIKUBE_LOCATION/windows_cleanup_and_reboot.ps1 C:\jenkins