diff --git a/dev/release/setup-rhel-rebuilds.sh b/dev/release/setup-rhel-rebuilds.sh
index 28ba78af95a..ef794cdb85a 100755
--- a/dev/release/setup-rhel-rebuilds.sh
+++ b/dev/release/setup-rhel-rebuilds.sh
@@ -51,6 +51,7 @@ dnf -y install \
   python3-pip \
   python3-pip \
   ruby-devel \
+  sqlite-devel \
   wget \
   which
 npm install -g yarn
diff --git a/dev/release/setup-ubuntu.sh b/dev/release/setup-ubuntu.sh
index f1327c0f416..7bca67eedbb 100755
--- a/dev/release/setup-ubuntu.sh
+++ b/dev/release/setup-ubuntu.sh
@@ -27,6 +27,7 @@ apt-get -y install \
   git \
   libgirepository1.0-dev \
   libglib2.0-dev \
+  libsqlite3-dev \
   libssl-dev \
   llvm-dev \
   maven \