diff --git a/dev/release/setup-ubuntu.sh b/dev/release/setup-ubuntu.sh
index 686507d6257a3..997b3e9c19ece 100755
--- a/dev/release/setup-ubuntu.sh
+++ b/dev/release/setup-ubuntu.sh
@@ -50,6 +50,7 @@ apt-get install -y -q --no-install-recommends \
   libglib2.0-dev \
   libsqlite3-dev \
   libssl-dev \
+  llvm-dev \
   ninja-build \
   nlohmann-json3-dev \
   pkg-config \