diff --git a/dev/release/README.md b/dev/release/README.md
index 5b51295efdd8..d70e256f7383 100644
--- a/dev/release/README.md
+++ b/dev/release/README.md
@@ -311,47 +311,8 @@ Verify that the Cargo.toml in the tarball contains the correct version
 
 ### Publish datafusion-cli on Homebrew
 
-Run `publish_homebrew.sh` to publish `datafusion-cli` on Homebrew. In order to do so it is necessary to
-fork the `homebrew-core` repo https://github.com/Homebrew/homebrew-core/, have Homebrew installed on your
-macOS/Linux/WSL2 and properly configured and have a Github Personal Access Token that has permission to file pull requests in the `homebrew-core` repo.
-
-#### Fork the `homebrew-core` repo
-
-Go to https://github.com/Homebrew/homebrew-core/ and fork the repo.
-
-#### Install and configure Homebrew
-
-Please visit https://brew.sh/ to obtain Homebrew. In addition to that please check out https://docs.brew.sh/Homebrew-on-Linux if you are on Linux or WSL2.
-
-Before running the script make sure that you can run the following command in your bash to make sure
-that `brew` has been installed and configured properly:
-
-```shell
-brew --version
-```
-
-#### Create a Github Personal Access Token
-
-To create a Github Personal Access Token, please visit https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/creating-a-personal-access-token for instructions.
-
-- Make sure to select either **All repositories** or **Only selected repositories** so that you have access to **Repository permissions**.
-- If you only use the token for selected repos make sure you include your
-  fork of `homebrew-core` in the list of repos under **Selected repositories**.
-- Make sure to have **Read and write** access enabled for pull requests in your **Repository permissions**.
-
-After all of the above is complete execute the following command:
-
-```shell
-dev/release/publish_homebrew.sh <version> <github-user> <github-token> <homebrew-default-branch-name>
-```
-
-Note that sometimes someone else has already submitted a PR to update the datafusion formula in homebrew.
-In this case you will get an error with a message that your PR is a duplicate of an existing one. In this
-case no further action is required.
-
-Alternatively manually submit a simple PR to update tag and commit hash for the datafusion
-formula in homebrew-core. Here is an example PR:
-https://github.com/Homebrew/homebrew-core/pull/89562.
+[`datafusion` formula](https://formulae.brew.sh/formula/datafusion) is [updated automatically](https://github.com/Homebrew/homebrew-core/pulls?q=is%3Apr+datafusion+is%3Aclosed),
+so no action is needed.
 
 ### Call the vote
 
diff --git a/dev/release/publish_homebrew.sh b/dev/release/publish_homebrew.sh
deleted file mode 100644
index 20955953e85a..000000000000
--- a/dev/release/publish_homebrew.sh
+++ /dev/null
@@ -1,92 +0,0 @@
-#!/usr/bin/env bash
-#
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-set -ue
-
-if [ "$#" -ne 4 ]; then
-  echo "Usage: $0 <version> <github-user> <github-token> <homebrew-default-branch-name>"
-  exit 1
-fi
-
-version=$1
-github_user=$2
-github_token=$3
-# Prepare for possible renaming of the default branch on Homebrew
-homebrew_default_branch_name=$4
-
-# Git parallel fetch
-if sysctl -n hw.ncpu 2>/dev/null; then # macOS
-  num_processing_units=$(sysctl -n hw.ncpu)
-elif [ -x "$(command -v nproc)" ]; then # Linux
-  num_processing_units=$(nproc)
-else # Fallback
-  num_processing_units=1
-fi
-
-url="https://www.apache.org/dyn/closer.lua?path=datafusion/datafusion-${version}/apache-datafusion-${version}.tar.gz"
-sha256="$(curl https://dist.apache.org/repos/dist/release/datafusion/datafusion-${version}/apache-datafusion-${version}.tar.gz.sha256 | cut -d' ' -f1)"
-
-pushd "$(brew --repository homebrew/core)"
-
-if ! git remote | grep -q --fixed-strings ${github_user}; then
-  echo "Setting ''${github_user}' remote"
-  git remote add ${github_user} git@github.com:${github_user}/homebrew-core.git
-fi
-
-echo "Updating working copy"
-git fetch --all --prune --tags --force -j$num_processing_units
-
-branch=apache-datafusion-${version}
-echo "Creating branch: ${branch}"
-git branch -D ${branch} || :
-git checkout -b ${branch} origin/master
-
-echo "Updating datafusion formulae"
-brew bump-formula-pr \
-     --commit \
-     --no-audit \
-     --sha256="${sha256}" \
-     --url="${url}" \
-     --verbose \
-     --write-only \
-     datafusion
-
-echo "Testing datafusion formulae"
-brew uninstall datafusion || :
-brew install --build-from-source datafusion
-brew test datafusion
-brew audit --strict datafusion
-
-git push -u $github_user ${branch}
-
-git checkout -
-
-popd
-
-echo "Create the pull request"
-title="datafusion ${version}"
-body="Created using \`bump-formula-pr\`"
-data="{\"title\":\"$title\", \"body\":\"$body\", \"head\":\"$github_username:$branch\", \"base\":\"$homebrew_default_branch_name\"}"
-curl -X POST \
-    -H "Accept: application/vnd.github+json" \
-    -H "Authorization: Bearer $github_token" \
-    https://api.github.com/repos/Homebrew/homebrew-core/pulls \
-    -d "$data"
-
-echo "Complete!"