diff --git a/qutebrowser/browser/webengine/webenginetab.py b/qutebrowser/browser/webengine/webenginetab.py
index 6fb5bca26..88c693244 100644
--- a/qutebrowser/browser/webengine/webenginetab.py
+++ b/qutebrowser/browser/webengine/webenginetab.py
@@ -26,7 +26,7 @@ import functools
 
 import sip
 from PyQt5.QtCore import pyqtSlot, Qt, QEvent, QPoint, QUrl, QTimer
-from PyQt5.QtGui import QKeyEvent, QIcon
+from PyQt5.QtGui import QKeyEvent
 from PyQt5.QtNetwork import QAuthenticator
 # pylint: disable=no-name-in-module,import-error,useless-suppression
 from PyQt5.QtWidgets import QApplication
diff --git a/qutebrowser/browser/webengine/webview.py b/qutebrowser/browser/webengine/webview.py
index a861b9219..90b9a70fb 100644
--- a/qutebrowser/browser/webengine/webview.py
+++ b/qutebrowser/browser/webengine/webview.py
@@ -19,10 +19,9 @@
 
 """The main browser widget for QtWebEngine."""
 
-import os
 import functools
 
-from PyQt5.QtCore import pyqtSignal, pyqtSlot, QUrl, PYQT_VERSION
+from PyQt5.QtCore import pyqtSignal, pyqtSlot, QUrl
 from PyQt5.QtGui import QPalette
 # pylint: disable=no-name-in-module,import-error,useless-suppression
 from PyQt5.QtWebEngineWidgets import QWebEngineView, QWebEnginePage
@@ -31,8 +30,8 @@ from PyQt5.QtWebEngineWidgets import QWebEngineView, QWebEnginePage
 from qutebrowser.browser import shared
 from qutebrowser.browser.webengine import certificateerror
 from qutebrowser.config import config
-from qutebrowser.utils import (log, debug, usertypes, qtutils, jinja, urlutils,
-                               message, objreg)
+from qutebrowser.utils import (log, debug, usertypes, jinja, urlutils, message,
+                               objreg)
 
 
 class WebEngineView(QWebEngineView):
diff --git a/tests/end2end/fixtures/quteprocess.py b/tests/end2end/fixtures/quteprocess.py
index 0f4acaaf6..d7410b3bc 100644
--- a/tests/end2end/fixtures/quteprocess.py
+++ b/tests/end2end/fixtures/quteprocess.py
@@ -330,10 +330,6 @@ class QuteProc(testprocess.Process):
         if (x is None and y is not None) or (y is None and x is not None):
             raise ValueError("Either both x/y or neither must be given!")
 
-        if self.request.config.webengine:
-            # pylint: disable=no-name-in-module,useless-suppression
-            from PyQt5.QtWebEngineWidgets import QWebEnginePage
-            # pylint: enable=no-name-in-module,useless-suppression
         if x is None and y is None:
             point = 'PyQt5.QtCore.QPoint(*, *)'  # not counting 0/0 here
         elif x == '0' and y == '0':