diff --git a/app/views/projects/new.html.haml b/app/views/projects/new.html.haml
index cd685f7d0eb..41473fae4de 100644
--- a/app/views/projects/new.html.haml
+++ b/app/views/projects/new.html.haml
@@ -94,9 +94,8 @@
         .form-group.project-visibility-level-holder
           = f.label :visibility_level, class: 'label-light' do
             Visibility Level
-            = link_to "(?)", help_page_path("public_access/public_access")
-          = render 'shared/visibility_level', f: f, visibility_level: default_project_visibility, can_change_visibility_level: true, form_model: @project
-
+            = link_to icon('question-circle'), help_page_path("public_access/public_access")
+          = render 'shared/visibility_level', f: f, visibility_level: default_project_visibility, can_change_visibility_level: true, form_model: @project, with_label: false
 
         = f.submit 'Create project', class: "btn btn-create project-submit", tabindex: 4
         = link_to 'Cancel', dashboard_projects_path, class: 'btn btn-cancel'
diff --git a/app/views/shared/_visibility_level.html.haml b/app/views/shared/_visibility_level.html.haml
index b11257ee0e6..73efec88bb1 100644
--- a/app/views/shared/_visibility_level.html.haml
+++ b/app/views/shared/_visibility_level.html.haml
@@ -1,8 +1,11 @@
+- with_label = local_assigns.fetch(:with_label, true)
+
 .form-group.project-visibility-level-holder
-  = f.label :visibility_level, class: 'control-label' do
-    Visibility Level
-    = link_to icon('question-circle'), help_page_path("public_access/public_access")
-  .col-sm-10
+  - if with_label
+    = f.label :visibility_level, class: 'control-label' do
+      Visibility Level
+      = link_to icon('question-circle'), help_page_path("public_access/public_access")
+  %div{ :class => ("col-sm-10" if with_label) }
     - if can_change_visibility_level
       = render('shared/visibility_radios', model_method: :visibility_level, form: f, selected_level: visibility_level, form_model: form_model)
     - else
diff --git a/changelogs/unreleased/issue-newproj-layout.yml b/changelogs/unreleased/issue-newproj-layout.yml
new file mode 100644
index 00000000000..d15e8b7d1e5
--- /dev/null
+++ b/changelogs/unreleased/issue-newproj-layout.yml
@@ -0,0 +1,4 @@
+---
+title: Removed duplicate "Visibility Level" label on New Project page
+merge_request:
+author: Robert Marcano