diff --git a/babel.config.js b/babel.config.js
index da3942c6da..85f818aff9 100644
--- a/babel.config.js
+++ b/babel.config.js
@@ -32,4 +32,16 @@ module.exports = {
         "@babel/plugin-syntax-dynamic-import",
         "@babel/plugin-transform-runtime",
     ],
+    env: {
+        production: {
+            plugins: [
+                [
+                    "babel-plugin-jsx-remove-data-test-id",
+                    {
+                        attributes: "data-testid",
+                    },
+                ],
+            ],
+        },
+    },
 };
diff --git a/package.json b/package.json
index 6a4fcfbb25..22c5a9c764 100644
--- a/package.json
+++ b/package.json
@@ -116,6 +116,7 @@
         "allchange": "^1.0.6",
         "babel-jest": "^29.0.0",
         "babel-loader": "^8.2.2",
+        "babel-plugin-jsx-remove-data-test-id": "^3.0.0",
         "chokidar": "^3.5.1",
         "concurrently": "^8.0.0",
         "cpx": "^1.5.0",
diff --git a/webpack.config.js b/webpack.config.js
index 28d60af8a7..0d17107401 100644
--- a/webpack.config.js
+++ b/webpack.config.js
@@ -269,6 +269,7 @@ module.exports = (env, argv) => {
                     },
                     loader: "babel-loader",
                     options: {
+                        envName: nodeEnv,
                         cacheDirectory: true,
                     },
                 },
@@ -434,6 +435,9 @@ module.exports = (env, argv) => {
                         {
                             // TS -> JS because the worklet-loader won't do this for us.
                             loader: "babel-loader",
+                            options: {
+                                envName: nodeEnv,
+                            },
                         },
                     ],
                 },
diff --git a/yarn.lock b/yarn.lock
index 88c7672d06..d84e5d028e 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -3005,6 +3005,11 @@ babel-plugin-jest-hoist@^29.5.0:
     "@types/babel__core" "^7.1.14"
     "@types/babel__traverse" "^7.0.6"
 
+babel-plugin-jsx-remove-data-test-id@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.yarnpkg.com/babel-plugin-jsx-remove-data-test-id/-/babel-plugin-jsx-remove-data-test-id-3.0.0.tgz#15c95f97ce0ff60d72b29e403bde245f86393288"
+  integrity sha512-E4uM/LIUizjy2Z5tVAfa8pSXsYgoKWJ97kzuEMfsIxSLSNDWsAhgFVPkgNuakViX5dkNjw1DKIi0VpWP6djqbw==
+
 babel-plugin-polyfill-corejs2@^0.3.3:
   version "0.3.3"
   resolved "https://registry.yarnpkg.com/babel-plugin-polyfill-corejs2/-/babel-plugin-polyfill-corejs2-0.3.3.tgz#5d1bd3836d0a19e1b84bbf2d9640ccb6f951c122"