diff --git a/lms/static/sass/course/_staff_grading.scss b/lms/static/sass/course/_staff_grading.scss
index 935a93ee96..1122129b9d 100644
--- a/lms/static/sass/course/_staff_grading.scss
+++ b/lms/static/sass/course/_staff_grading.scss
@@ -27,6 +27,14 @@ div.staff-grading {
         display: none;
     }
 
+    ul
+    {
+        li
+        {
+            margin: 16px 0px;
+        }
+    }
+
     .prompt-information-container,
     .submission-wrapper,
     .rubric-wrapper,
@@ -37,7 +45,9 @@ div.staff-grading {
     }
     .error-container
     {
-        background-color: $error-red;
+        background-color: #FFCCCC;
+        padding: 15px;
+        margin-left: 0px;
     }
     .ml-error-info-container,
     {
diff --git a/lms/templates/instructor/staff_grading.html b/lms/templates/instructor/staff_grading.html
index 3c687c643f..63bc2fa098 100644
--- a/lms/templates/instructor/staff_grading.html
+++ b/lms/templates/instructor/staff_grading.html
@@ -28,6 +28,12 @@
 <div class="ml-error-info-container">
 </div>
 <section class="problem-list-container">
+<h2>Instructions</h2>
+<div class="instructions">
+<p>This is the list of problems that current need to be graded in order to train the machine learning models. Each problem needs to be trained separately, and we have indicated the number of student submissions that need to be graded in order for a model to be generated. Any number of problems can be graded, not just the amount required to create the model.</p>
+</div>
+
+<h2>Problem List</h2>
     <ul class="problem-list">
     </ul>
 </section>
@@ -52,6 +58,9 @@
 
 </section>
 
+<div class="action-button">
+    <input type=button value="Submit" class="action-button" name="show" />
+</div>
 
 <section class="grading-wrapper">
 <h2>Grading</h2>