diff --git a/.travis.yml b/.travis.yml
index 840c84ba9b..15be8cd083 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,8 +1,6 @@
 language: python
 sudo: false
 python:
-    - "3.2"
-    - "3.3"
     - "3.4"
 install:
     - pip install -q -r src/requirements.txt
diff --git a/doc/admin/installation.rst b/doc/admin/installation.rst
index bf86db8f21..392823aab0 100644
--- a/doc/admin/installation.rst
+++ b/doc/admin/installation.rst
@@ -15,8 +15,7 @@ You get those two bundled in the ``pretix/standalone`` docker image.
 If you want to set them up manually, you can also get pretix from GitHub or wait for us to set up proper
 ``pip`` packages and set up a simple gunicorn instance pointing to the ``pretix.wsgi`` endpoint.
 
-To run pretix, you will need at least Python 3.2, although we recommend **Python 3.4** as we will
-remove support for 3.2 soon and some features (like PDF output) already do not work with 3.2.
+To run pretix, you will need **at least Python 3.4**.
 
 You can get the direct dependencies by doing a ``pip install -r requirements.txt`` in the pretix source
 directory. You'll also need ``nodejs`` and the ``less`` node package. We'll provide detailled documentation
diff --git a/src/pretix/helpers/importlib.py b/src/pretix/helpers/importlib.py
deleted file mode 100644
index c839b9969e..0000000000
--- a/src/pretix/helpers/importlib.py
+++ /dev/null
@@ -1,9 +0,0 @@
-import importlib.util
-import sys
-
-
-def module_exists(modname):
-    if sys.version_info[0:1] >= (3, 4):
-        return bool(importlib.util.find_spec(modname))
-    else:
-        return bool(importlib.find_loader(modname))
diff --git a/src/pretix/plugins/banktransfer/templates/pretixplugins/banktransfer/import_form.html b/src/pretix/plugins/banktransfer/templates/pretixplugins/banktransfer/import_form.html
index 44cad1e0a9..ccea3d35ea 100644
--- a/src/pretix/plugins/banktransfer/templates/pretixplugins/banktransfer/import_form.html
+++ b/src/pretix/plugins/banktransfer/templates/pretixplugins/banktransfer/import_form.html
@@ -42,7 +42,7 @@
             </form>
             {% else %}
                 <div class="alert alert-error">
-                    {% trans "HBCI is only available with Python 3.3 or newer and with aqbanking-cli and aqhbci-tool4 installed." %}
+                    {% trans "HBCI is only available with aqbanking-cli and aqhbci-tool4 installed." %}
                 </div>
             {% endif %}
         </div>
diff --git a/src/pretix/plugins/banktransfer/views.py b/src/pretix/plugins/banktransfer/views.py
index aca7552ef8..6c69c26ca5 100644
--- a/src/pretix/plugins/banktransfer/views.py
+++ b/src/pretix/plugins/banktransfer/views.py
@@ -108,12 +108,9 @@ class ImportView(EventPermissionRequiredMixin, TemplateView):
 
     def get_context_data(self, **kwargs):
         ctx = super().get_context_data(**kwargs)
-        if sys.version_info[:2] >= (3, 3):
-            ctx['hbci_available'] = shutil.which('aqbanking-cli') and shutil.which('aqhbci-tool4')
-            if ctx['hbci_available']:
-                ctx['hbci_form'] = self.hbci_form
-        else:
-            ctx['hbci_available'] = False
+        ctx['hbci_available'] = shutil.which('aqbanking-cli') and shutil.which('aqhbci-tool4')
+        if ctx['hbci_available']:
+            ctx['hbci_form'] = self.hbci_form
         return ctx
 
     def process_csv_file(self):
diff --git a/src/pretix/urls.py b/src/pretix/urls.py
index 355809b6df..92140c8f6f 100644
--- a/src/pretix/urls.py
+++ b/src/pretix/urls.py
@@ -1,4 +1,5 @@
 import importlib
+import importlib.util
 
 from django.apps import apps
 from django.conf import settings
@@ -6,7 +7,6 @@ from django.conf.urls import include, url
 
 import pretix.control.urls
 import pretix.presale.urls
-from pretix.helpers.importlib import module_exists
 
 urlpatterns = [
     url(r'^control/', include(pretix.control.urls, namespace='control')),
@@ -23,7 +23,7 @@ if settings.DEBUG:
 pluginpatterns = []
 for app in apps.get_app_configs():
     if hasattr(app, 'PretixPluginMeta'):
-        if module_exists(app.name + '.urls'):
+        if importlib.util.find_spec(app.name + '.urls'):
             urlmod = importlib.import_module(app.name + '.urls')
             pluginpatterns.append(
                 url(r'', include(urlmod, namespace=app.label))