diff --git a/dev/spark-test-image/numpy-213/Dockerfile b/dev/spark-test-image/numpy-213/Dockerfile
index af1a19c4859c8..116154b663b07 100644
--- a/dev/spark-test-image/numpy-213/Dockerfile
+++ b/dev/spark-test-image/numpy-213/Dockerfile
@@ -68,7 +68,7 @@ RUN apt-get update && apt-get install -y \
 
 
 # Pin numpy==2.1.3
-ARG BASIC_PIP_PKGS="numpy==2.1.3 pyarrow==19.0.0 six==1.16.0 pandas==2.2.3 scipy plotly<6.0.0 mlflow>=2.8.1 coverage matplotlib openpyxl memory-profiler>=0.61.0 scikit-learn>=1.3.2"
+ARG BASIC_PIP_PKGS="numpy==2.1.3 pyarrow>=21.0.0 six==1.16.0 pandas==2.2.3 scipy plotly<6.0.0 mlflow>=2.8.1 coverage matplotlib openpyxl memory-profiler>=0.61.0 scikit-learn>=1.3.2"
 # Python deps for Spark Connect
 ARG CONNECT_PIP_PKGS="grpcio==1.67.0 grpcio-status==1.67.0 protobuf==5.29.5 googleapis-common-protos==1.65.0 graphviz==0.20.3"