diff --git a/tools/pip_install.py b/tools/pip_install.py
index 03c771438..0996ab9a4 100755
--- a/tools/pip_install.py
+++ b/tools/pip_install.py
@@ -29,7 +29,8 @@ def call_with_print(command, env):
 
 
 def pip_install_with_print(args_str, env):
-    command = ['"', sys.executable, '" -m pip install --disable-pip-version-check ', args_str]
+    command = ['"', sys.executable, '" -m pip install --disable-pip-version-check --use-pep517 ',
+               args_str]
     call_with_print(''.join(command), env=env)