diff --git a/picard/tagger.py b/picard/tagger.py
index b769ae5f4..583dd13ec 100644
--- a/picard/tagger.py
+++ b/picard/tagger.py
@@ -129,7 +129,8 @@ class Tagger(QtWidgets.QApplication):
 
         # Use the new fusion style from PyQt5 for a modern and consistent look
         # across all OSes.
-        self.setStyle('Fusion')
+        if sys.platform != "darwin":
+            self.setStyle('Fusion')
 
         # Set the WM_CLASS to 'MusicBrainz-Picard' so desktop environments
         # can use it to look up the app
@@ -187,6 +188,10 @@ class Tagger(QtWidgets.QApplication):
             signal.signal(signal.SIGINT, self.signal)
             signal.signal(signal.SIGTERM, self.signal)
 
+        if sys.platform == "darwin":
+            # On macOS it is not common that the global menu shows icons
+            self.setAttribute(QtCore.Qt.AA_DontShowIconsInMenus)
+
         # Setup logging
         log.debug("Starting Picard from %r", os.path.abspath(__file__))
         log.debug("Platform: %s %s %s", platform.platform(),
diff --git a/picard/ui/mainwindow.py b/picard/ui/mainwindow.py
index 5cb4b3f39..ba62b0353 100644
--- a/picard/ui/mainwindow.py
+++ b/picard/ui/mainwindow.py
@@ -21,6 +21,7 @@ from collections import OrderedDict
 import datetime
 from functools import partial
 import os.path
+import sys
 
 from PyQt5 import (
     QtCore,
@@ -127,6 +128,11 @@ class MainWindow(QtWidgets.QMainWindow, PreserveGeometry):
         self.create_toolbar()
         self.create_menus()
 
+        if sys.platform == "darwin":
+            self.setUnifiedTitleAndToolBarOnMac(True)
+            self.toolbar.setMovable(False)
+            self.search_toolbar.setMovable(False)
+
         mainLayout = QtWidgets.QSplitter(QtCore.Qt.Vertical)
         mainLayout.setContentsMargins(0, 0, 0, 0)
         mainLayout.setHandleWidth(1)