diff --git a/Dockerfile b/Dockerfile
index a59e0bdf7..871d04d9b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -57,8 +57,7 @@ COPY vite.config.ts /pretix/vite.config.ts
 
 RUN pip3 install -U \
         pip \
-        setuptools \
-        wheel && \
+        setuptools && \
     cd /pretix && \
     PRETIX_DOCKER_BUILD=TRUE pip3 install \
         -e ".[memcached]" \
diff --git a/pyproject.toml b/pyproject.toml
index 7a0a318b4..e620c588f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -139,8 +139,6 @@ build-backend = "backend"
 backend-path = ["_build"]
 requires = [
   "setuptools",
-  "setuptools-rust",
-  "wheel",
   "importlib_metadata",
   "tomli",
 ]