diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 90eb1c6e..13dc2cb5 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -132,7 +132,7 @@ jobs:
         run: |
           ./script/install-dependencies.sh
           python -m pip install -r docs-requirements.txt
-          python -m pip install --upgrade Jinja2 wheel twine
+          python -m pip install --upgrade Jinja2 build wheel twine
       - name: Build shell completions
         run: ./script/build-shell-completions.sh
       - name: Build man page
diff --git a/script/build-and-sign.sh b/script/build-and-sign.sh
index c25cf38b..f0ebe8d8 100755
--- a/script/build-and-sign.sh
+++ b/script/build-and-sign.sh
@@ -3,12 +3,10 @@ shopt -s nullglob
 set -e
 
 
-for dep in setuptools wheel; do
-    if ! python -m pip -q show "${dep}"; then
-        echo "build: missing dependency '${dep}'" >&2;
-        exit 1;
-    fi
-done
+if ! python -m pip -q show "build"; then
+    echo >&2 "build: missing dependency 'build'"
+    exit 1
+fi
 
 
 KEY_ID=${SIGNING_KEY_ID:-2E390FA0}
@@ -22,20 +20,20 @@ wheel_platforms_windows=("win32" "win-amd64")
 
 mkdir -p "${dist_dir}"
 
-echo "build: Building Streamlink sdist" >&2
-python setup.py sdist --dist-dir "${dist_dir}"
+echo >&2 "build: Building Streamlink sdist"
+python -m build --outdir "${dist_dir}" --sdist
 
-echo "build: Building Streamlink bdist_wheel" >&2
-python setup.py bdist_wheel --dist-dir "${dist_dir}"
+echo >&2 "build: Building Streamlink wheel"
+python -m build --outdir "${dist_dir}" --wheel
 
 for platform in "${wheel_platforms_windows[@]}"; do
-    echo "build: Building Streamlink bdist_wheel (${platform})" >&2
-    python setup.py bdist_wheel --plat-name "${platform}" --dist-dir "${dist_dir}"
+    echo >&2 "build: Building Streamlink wheel (${platform})"
+    python -m build --outdir "${dist_dir}" --wheel --config-setting="--build-option=--plat-name=${platform}"
 done
 
 
 if [[ "${CI}" = true ]] || [[ -n "${GITHUB_ACTIONS}" ]]; then
-    echo "build: Decrypting signing key" >&2
+    echo >&2 "build: Decrypting signing key"
     gpg --quiet --batch --yes --decrypt \
         --passphrase="${RELEASE_KEY_PASSPHRASE}" \
         --output "${KEY_FILE}" \
@@ -43,9 +41,9 @@ if [[ "${CI}" = true ]] || [[ -n "${GITHUB_ACTIONS}" ]]; then
 fi
 
 if ! [[ -f "${KEY_FILE}" ]]; then
-    echo "warning: No signing key, files not signed" >&2
+    echo >&2 "warning: No signing key, files not signed"
 else
-    echo "build: Signing sdist and wheel files" >&2
+    echo >&2 "build: Signing sdist and wheel files"
     temp_keyring=$(mktemp -d) && trap "rm -rf ${temp_keyring}" EXIT || exit 255
     gpg --homedir "${temp_keyring}" --import "${KEY_FILE}" 2>&1 >/dev/null
     for file in "${dist_dir}"/streamlink-"${version}"{.tar.gz,-*.whl}; do