diff --git a/babel.config.js b/babel.config.js
new file mode 100644
index 0000000000..eb9931d1d1
--- /dev/null
+++ b/babel.config.js
@@ -0,0 +1,6 @@
+module.exports = function (api) {
+  const defaultConfigFunc = require("shakapacker/package/babel/preset.js");
+  const resultConfig = defaultConfigFunc(api);
+
+  return resultConfig;
+};
diff --git a/jest.config.js b/jest.config.js
index df6f89cec9..99c9c31e3b 100644
--- a/jest.config.js
+++ b/jest.config.js
@@ -179,7 +179,7 @@ module.exports = {
   // transform: { "\\.[jt]sx?$": "babel-jest" },
 
   // An array of regexp pattern strings that are matched against all source file paths, matched files will skip transformation
-  transformIgnorePatterns: ["/node_modules/(?!(stimulus.+)/)"],
+  transformIgnorePatterns: ["/node_modules/(?!stimulus)/"],
 
   // An array of regexp pattern strings that are matched against all modules before the module loader will automatically return a mock for them
   // unmockedModulePathPatterns: undefined,
diff --git a/package.json b/package.json
index 3dcf9776df..6cafd278b6 100644
--- a/package.json
+++ b/package.json
@@ -60,11 +60,6 @@
     "webpack-merge": "^5.8.0",
     "webpack-sources": "^3.3.3"
   },
-  "babel": {
-    "presets": [
-      "./node_modules/shakapacker/package/babel/preset.js"
-    ]
-  },
   "browserslist": [
     "defaults",
     "not IE 11"