diff --git a/ci/docker/python-wheel-windows-vs2017.dockerfile b/ci/docker/python-wheel-windows-vs2017.dockerfile
index 531c4e678fafe..ea24d6ba23f60 100644
--- a/ci/docker/python-wheel-windows-vs2017.dockerfile
+++ b/ci/docker/python-wheel-windows-vs2017.dockerfile
@@ -66,6 +66,7 @@ RUN vcpkg install \
         --x-feature=flight \
         --x-feature=gcs \
         --x-feature=json \
+        --x-feature=orc \
         --x-feature=parquet \
         --x-feature=s3