diff --git a/src/hivedscheduler/build/kube-scheduler.k8s.dockerfile b/src/hivedscheduler/build/kube-scheduler.k8s.dockerfile
index e08efbef..a7959b42 100644
--- a/src/hivedscheduler/build/kube-scheduler.k8s.dockerfile
+++ b/src/hivedscheduler/build/kube-scheduler.k8s.dockerfile
@@ -1,4 +1,20 @@
 # Copyright (c) Microsoft Corporation.
 # Licensed under the MIT License.
 
-FROM registry.k8s.io/kube-scheduler:v1.33.1
+FROM golang:1.25.7 AS builder
+
+ARG TARGETOS
+ARG TARGETARCH
+
+WORKDIR /go
+
+RUN git clone --branch v1.35.0 --depth 1 https://github.com/kubernetes/kubernetes.git kubernetes
+
+WORKDIR /go/kubernetes
+
+RUN GOTOOLCHAIN=go1.25.7 KUBE_BUILD_PLATFORMS=linux/${TARGETARCH} \
+    make WHAT=cmd/kube-scheduler
+
+FROM registry.k8s.io/build-image/go-runner:v2.4.0-go1.25.7-bookworm.0
+
+COPY --from=builder /go/kubernetes/_output/local/go/bin/kube-scheduler /usr/local/bin/kube-scheduler