diff --git a/ci/docker/conda-integration.dockerfile b/ci/docker/conda-integration.dockerfile
index cce6a287f86..558f6bbf4dc 100644
--- a/ci/docker/conda-integration.dockerfile
+++ b/ci/docker/conda-integration.dockerfile
@@ -28,7 +28,6 @@ ARG go=1.15
 # Install Archery and integration dependencies
 COPY ci/conda_env_archery.txt /arrow/ci/
 
-# Pin zlib to 1.2.11 due to ARROW-17410 until the patch is released
 RUN mamba install -q -y \
         --file arrow/ci/conda_env_archery.txt \
         "python>=3.7" \
@@ -37,8 +36,7 @@ RUN mamba install -q -y \
         maven=${maven} \
         nodejs=${node} \
         yarn \
-        openjdk=${jdk} \
-        zlib=1.2.11 && \
+        openjdk=${jdk} && \
     mamba clean --all --force-pkgs-dirs
 
 # Install Rust with only the needed components