diff --git a/app/services/forms.py b/app/services/forms.py
index d0c0146b..c1e174cf 100644
--- a/app/services/forms.py
+++ b/app/services/forms.py
@@ -3,7 +3,7 @@ from wtforms import MultipleFileField, SelectField, StringField, SubmitField, Va
 from wtforms.validators import DataRequired, Length
 
 
-class CreateOCRJobForm(FlaskForm):
+class NewOCRJobForm(FlaskForm):
     description = StringField(
         'Description',
         validators=[DataRequired(), Length(1, 64)]
@@ -37,3 +37,36 @@ class CreateOCRJobForm(FlaskForm):
                     'File does not have an approved extension: '
                     '.pdf | .tif | .tiff'
                 )
+
+
+class NewNLPJobForm(FlaskForm):
+    description = StringField(
+        'Description',
+        validators=[DataRequired(), Length(1, 64)]
+    )
+    files = MultipleFileField('Files', validators=[DataRequired()])
+    language = SelectField(
+        'Language',
+        choices=[('', 'Choose your option'),
+                 ('en', 'English'),
+                 ('fr', 'French'),
+                 ('de', 'German'),
+                 ('it', 'Italian'),
+                 ('pt', 'Portuguese'),
+                 ('es', 'Spanish')
+                 ],
+        validators=[DataRequired()]
+    )
+    submit = SubmitField('Create OCR job')
+    title = StringField(
+        'Title',
+        validators=[DataRequired(), Length(1, 32)]
+    )
+
+    def validate_files(form, field):
+        for file in field.data:
+            if not file.filename.lower().endswith('.txt'):
+                raise ValidationError(
+                    'File does not have an approved extension: '
+                    '.txt'
+                )
diff --git a/app/services/views.py b/app/services/views.py
index e5da12c2..ce4b0e69 100644
--- a/app/services/views.py
+++ b/app/services/views.py
@@ -2,7 +2,7 @@ from datetime import datetime
 from flask import current_app, flash, redirect, render_template, url_for
 from . import services
 from flask_login import current_user, login_required
-from .forms import CreateOCRJobForm
+from .forms import NewOCRJobForm
 from ..import swarm
 from threading import Thread
 import hashlib
@@ -12,8 +12,8 @@ import os
 @services.route('/ocr', methods=['GET', 'POST'])
 @login_required
 def ocr():
-    create_ocr_job_form = CreateOCRJobForm()
-    if create_ocr_job_form.validate_on_submit():
+    new_ocr_job_form = NewOCRJobForm()
+    if new_ocr_job_form.validate_on_submit():
         app = current_app._get_current_object()
         id = hashlib.md5(
             (current_user.username + '_' + datetime.now().isoformat()).encode()
@@ -27,7 +27,7 @@ def ocr():
                'requested_cpus': 2,
                'requested_memory': 2048,
                'service': 'ocr',
-               'service_args': {'lang': create_ocr_job_form.language.data,
+               'service_args': {'lang': new_ocr_job_form.language.data,
                                 'version': 'latest'
                                 },
                'status': 'queued'
@@ -39,7 +39,7 @@ def ocr():
         except OSError:
             flash('OSError!')
         else:
-            for file in create_ocr_job_form.files.data:
+            for file in new_ocr_job_form.files.data:
                 file.save(os.path.join(dir, file.filename))
             '''
             ' TODO: Let the scheduler run this job in the background.
@@ -55,5 +55,5 @@ def ocr():
     return render_template(
         'services/ocr.html.j2',
         title='Optical Character Recognition',
-        create_ocr_job_form=create_ocr_job_form
+        new_ocr_job_form=new_ocr_job_form
     )
diff --git a/app/templates/services/ocr.html.j2 b/app/templates/services/ocr.html.j2
index 8736faab..9f8a03b8 100644
--- a/app/templates/services/ocr.html.j2
+++ b/app/templates/services/ocr.html.j2
@@ -80,14 +80,14 @@
   <div class="card">
     <div class="card-content">
       <form method="POST" enctype="multipart/form-data">
-        {{ create_ocr_job_form.hidden_tag() }}
+        {{ new_ocr_job_form.hidden_tag() }}
         <div class="row">
           <div class="col s12 m4">
             <div class="input-field">
               <i class="material-icons prefix">title</i>
-              {{ create_ocr_job_form.title() }}
-              {{ create_ocr_job_form.title.label }}
-              {% for error in create_ocr_job_form.title.errors %}
+              {{ new_ocr_job_form.title() }}
+              {{ new_ocr_job_form.title.label }}
+              {% for error in new_ocr_job_form.title.errors %}
                 <span class="helper-text red-text">{{ error }}</span>
               {% endfor %}
             </div>
@@ -95,9 +95,9 @@
           <div class="col s12 m8">
             <div class="input-field">
               <i class="material-icons prefix">description</i>
-              {{ create_ocr_job_form.description() }}
-              {{ create_ocr_job_form.description.label }}
-              {% for error in create_ocr_job_form.description.errors %}
+              {{ new_ocr_job_form.description() }}
+              {{ new_ocr_job_form.description.label }}
+              {% for error in new_ocr_job_form.description.errors %}
                 <span class="helper-text red-text">{{ error }}</span>
               {% endfor %}
             </div>
@@ -105,13 +105,13 @@
           <div class="col s12 m8">
             <div class="file-field input-field">
               <div class="btn">
-                <span>{{ create_ocr_job_form.files.label.text }}</span>
-                {{ create_ocr_job_form.files(accept='application/pdf, image/tiff') }}
+                <span>{{ new_ocr_job_form.files.label.text }}</span>
+                {{ new_ocr_job_form.files(accept='application/pdf, image/tiff') }}
               </div>
               <div class="file-path-wrapper">
                 <input class="file-path validate" type="text">
               </div>
-              {% for error in create_ocr_job_form.files.errors %}
+              {% for error in new_ocr_job_form.files.errors %}
                 <span class="helper-text red-text">{{ error }}</span>
               {% endfor %}
             </div>
@@ -119,15 +119,15 @@
           <div class="col s12 m4">
             <div class="input-field">
               <i class="material-icons prefix">language</i>
-              {{ create_ocr_job_form.language() }}
-              {{ create_ocr_job_form.language.label }}
-              {% for error in create_ocr_job_form.language.errors %}
+              {{ new_ocr_job_form.language() }}
+              {{ new_ocr_job_form.language.label }}
+              {% for error in new_ocr_job_form.language.errors %}
                 <span class="helper-text red-text">{{ error }}</span>
               {% endfor %}
             </div>
           </div>
         </div>
-        {{ create_ocr_job_form.submit(class='btn') }}
+        {{ new_ocr_job_form.submit(class='btn') }}
       </form>
     </div>
   </div>