diff --git a/Pipfile b/Pipfile
index 91dafe8d..bb66abe2 100644
--- a/Pipfile
+++ b/Pipfile
@@ -19,7 +19,7 @@ cssselect = "~=1.1.0"
 cssutils = "~=1.0.2"
 dj-database-url = "~=0.5.0"
 dj-static = "~=0.0.6"
-Django = "~=3.1.12"
+Django = "~=3.2"
 django-debug-toolbar = "~=3.2"
 django-filter = "~=2.4.0"
 django-ical = "~=1.7.1"
@@ -89,14 +89,8 @@ pytest-django = "*"
 pluggy = "*"
 pytest-splinter = "*"
 pytest = "*"
+pytest-xdist = {extras = [ "psutil",], version = "*"}
+PyPOM = {extras = [ "splinter",], version = "*"}
 
 [requires]
 python_version = "3.9"
-
-[dev-packages.pytest-xdist]
-extras = [ "psutil",]
-version = "*"
-
-[dev-packages.PyPOM]
-extras = [ "splinter",]
-version = "*"
diff --git a/PyRIGS/settings.py b/PyRIGS/settings.py
index 417c208d..0d3e9eba 100644
--- a/PyRIGS/settings.py
+++ b/PyRIGS/settings.py
@@ -260,3 +260,5 @@ USE_GRAVATAR = True
 
 TERMS_OF_HIRE_URL = "http://www.nottinghamtec.co.uk/terms.pdf"
 AUTHORISATION_NOTIFICATION_ADDRESS = 'productions@nottinghamtec.co.uk'
+
+DEFAULT_AUTO_FIELD = 'django.db.models.AutoField'
diff --git a/training/models.py b/training/models.py
index 7e4ad7fe..1a439a09 100644
--- a/training/models.py
+++ b/training/models.py
@@ -18,10 +18,7 @@ class Trainee(Profile, RevisionMixin):
         return [level for level in TrainingLevel.objects.all() if level.percentage_complete(self) > 0]
 
     def level_qualifications(self, only_confirmed=False):
-        levels = self.levels.all()
-        if only_confirmed:
-            levels = levels.exclude(confirmed_on__isnull=True)
-        return levels.select_related('level')
+        return self.levels.all().filter(confirmed_on__isnull=only_confirmed).select_related('level')
 
     @property
     def is_supervisor(self):
@@ -38,8 +35,7 @@ class Trainee(Profile, RevisionMixin):
         return self.qualifications_obtained.filter(depth=depth).select_related('item', 'trainee', 'supervisor')
 
     def is_user_qualified_in(self, item, required_depth):
-        qual = self.qualifications_obtained.filter(item=item).first()  # this is a somewhat ghetto version of get_or_none
-        return qual is not None and qual.depth >= required_depth
+        return self.qualifications_obtained.values('item', 'depth').filter(item=item).filter(depth__gte=required_depth).first() is not None  # this is a somewhat ghetto version of get_or_none
 
     def get_absolute_url(self):
         return reverse('trainee_detail', kwargs={'pk': self.pk})
@@ -93,8 +89,8 @@ class TrainingItemQualification(models.Model):
         (PASSED_OUT, 'Passed Out'),
     )
     item = models.ForeignKey('TrainingItem', on_delete=models.RESTRICT)
-    trainee = models.ForeignKey('Trainee', related_name='qualifications_obtained', on_delete=models.RESTRICT)
     depth = models.IntegerField(choices=CHOICES)
+    trainee = models.ForeignKey('Trainee', related_name='qualifications_obtained', on_delete=models.RESTRICT)
     date = models.DateField()
     # TODO Remember that some training is external. Support for making an organisation the trainer?
     supervisor = models.ForeignKey('Trainee', related_name='qualifications_granted', on_delete=models.RESTRICT)
@@ -189,18 +185,8 @@ class TrainingLevel(models.Model, RevisionMixin):
     def passed_out_requirements(self):
         return self.get_requirements_of_depth(TrainingItemQualification.PASSED_OUT)
 
-    def get_related_level(self, dif):
-        if (level == 0 and dif < 0) or (level == 2 and dif > 0):
-            return None
-        return TrainingLevel.objects.get(department=self.department, level=self.level+dif)
-
-    def get_common_competencies(self):
-        if is_common_competencies:
-            return self
-        return TrainingLevel.objects.get(level=self.level, department=None)
-
-    def percentage_complete(self, user):  # FIXME
-        needed_qualifications = self.requirements.all().select_related()
+    def percentage_complete(self, user):
+        needed_qualifications = self.requirements.all().select_related('item')
         relavant_qualifications = 0.0
         # TODO Efficiency...
         for req in needed_qualifications:
diff --git a/training/templates/trainee_detail.html b/training/templates/trainee_detail.html
index 7fc7eb8c..a6ffd128 100644
--- a/training/templates/trainee_detail.html
+++ b/training/templates/trainee_detail.html
@@ -70,7 +70,7 @@
     <div class="alert alert-warning mx-auto">No qualifications in any levels yet...did someone forget to fill out the paperwork?</div>
     {% endfor %}
     </ul>
-    <h3>In Progress</h3>
+    <h3 class="col-12 pt-2">In Progress</h3>
     <div class="card-columns">
         {% for level in started_levels %}
         {% percentage_complete level object as completion %}
diff --git a/training/templates/trainee_item_list.html b/training/templates/trainee_item_list.html
index 2561ea1b..7e61288a 100644
--- a/training/templates/trainee_item_list.html
+++ b/training/templates/trainee_item_list.html
@@ -26,7 +26,7 @@
                         <th scope="row" class="align-middle" id="cell_name">{{ object.item }}</th>
                         <td class="table-{% colour_from_depth object.depth %}">{{ object.get_depth_display }}</td>
                         <td>{{ object.date }}</td>
-                        <td>{{ object.supervisor }}</td>
+                        <td><a href="{{ object.supervisor.get_absolute_url}}">{{ object.supervisor }}</a></td>
                         <td>{{ object.notes }}</td>
                     </tr>
                 {% empty %}
diff --git a/training/views.py b/training/views.py
index 5fdbf75c..23ebaf34 100644
--- a/training/views.py
+++ b/training/views.py
@@ -7,7 +7,7 @@ from PyRIGS.views import OEmbedView, is_ajax, ModalURLMixin
 from training import models, forms
 from django.utils import timezone
 from django.db import transaction
-from django.db.models import Q, Count
+from django.db.models import Q, Count, OuterRef, F, Subquery, Window
 
 from users import views
 
@@ -37,12 +37,8 @@ class TraineeDetail(views.ProfileDetail):
         else:
             context["page_title"] = "{}'s Training Record".format(self.object.first_name + " " + self.object.last_name)
         context["started_levels"] = self.object.started_levels()
-        context["completed_levels"] = self.object.level_qualifications()
+        context["completed_levels"] = self.object.level_qualifications().select_related('level')
         context["categories"] = models.TrainingCategory.objects.all().prefetch_related('items')
-        choices = models.TrainingItemQualification.CHOICES
-        context["depths"] = choices
-        for i in [x for x, _ in choices]:
-            context[str(i)] = self.object.get_records_of_depth(i)
         return context
 
 
@@ -101,7 +97,7 @@ class TraineeList(generic.ListView):
             # not an integer
             pass
 
-        return self.model.objects.filter(filter).annotate(num_qualifications=Count('qualifications_obtained')).order_by('-num_qualifications').prefetch_related('levels', 'qualifications_obtained')
+        return self.model.objects.filter(filter).annotate(num_qualifications=Count('qualifications_obtained')).order_by('-num_qualifications').prefetch_related('levels', 'qualifications_obtained', 'qualifications_obtained__item')
 
     def get_context_data(self, **kwargs):
         context = super().get_context_data(**kwargs)