diff --git a/app/services/views.py b/app/services/views.py
index 6d785bfbda01ab1cc8e5f9d4c6a99da0ddc64ab7..d60d7120fd8abea06b68288ee80c51eabdf80efe 100644
--- a/app/services/views.py
+++ b/app/services/views.py
@@ -1,4 +1,4 @@
-from flask import current_app, flash, redirect, render_template, url_for
+from flask import abort, current_app, flash, redirect, render_template, url_for
 from . import services
 from flask_login import current_user, login_required
 from .forms import NewOCRJobForm, NewNLPJobForm
@@ -8,93 +8,56 @@ import json
 import os
 
 
-@services.route('/nlp', methods=['GET', 'POST'])
-@login_required
-def nlp():
-    new_nlp_job_form = NewNLPJobForm()
-    if new_nlp_job_form.validate_on_submit():
-        nlp_job = Job(creator=current_user,
-                      description=new_nlp_job_form.description.data,
-                      mem_mb=4096,
-                      n_cores=2,
-                      service='nlp',
-                      service_args=json.dumps(
-                        ['-l {}'.format(new_nlp_job_form.language.data)]
-                      ),
-                      service_version=new_nlp_job_form.version.data,
-                      status='preparing',
-                      title=new_nlp_job_form.title.data)
-
-        db.session.add(nlp_job)
-        db.session.commit()
+SERVICE_REQUIREMENTS = {'nlp': {'mem_mb': 4096, 'n_cores': 2},
+                        'ocr': {'mem_mb': 8192, 'n_cores': 4}}
 
-        dir = os.path.join(current_app.config['OPAQUE_STORAGE_DIRECTORY'],
-                           str(nlp_job.user_id),
-                           'jobs',
-                           str(nlp_job.id))
 
-        try:
-            os.makedirs(dir)
-        except OSError:
-            flash('OSError!')
-            db.session.remove(nlp_job)
-            db.session.commit()
-        else:
-            for file in new_nlp_job_form.files.data:
-                file.save(os.path.join(dir, file.filename))
-            nlp_job.status = 'submitted'
-            db.session.commit()
-            flash('Job created!')
-        return redirect(url_for('services.nlp'))
-
-    return render_template('services/nlp.html.j2',
-                           title='Natrual Language Processing',
-                           new_nlp_job_form=new_nlp_job_form)
-
-
-@services.route('/ocr', methods=['GET', 'POST'])
+@services.route('/<service_handle>', methods=['GET', 'POST'])
 @login_required
-def ocr():
-    new_ocr_job_form = NewOCRJobForm()
-    if new_ocr_job_form.validate_on_submit():
-        ocr_job = Job(creator=current_user,
-                      description=new_ocr_job_form.description.data,
-                      mem_mb=8192,
-                      n_cores=4,
-                      service='ocr',
-                      service_args=json.dumps(
-                         [
-                             '-l {}'.format(new_ocr_job_form.language.data),
-                             '' if new_ocr_job_form.binarization.data
-                             else '--skip-binarisation'
-                         ]
-                      ),
-                      service_version=new_ocr_job_form.version.data,
-                      status='preparing',
-                      title=new_ocr_job_form.title.data)
-
-        db.session.add(ocr_job)
+def service(service_handle):
+    if service_handle not in ['nlp', 'ocr']:
+        abort(404)
+    elif service_handle == 'nlp':
+        page_title = 'Natural Language Processing'
+        new_job_form = NewNLPJobForm()
+    elif service_handle == 'ocr':
+        page_title = 'Optical Character Recognition'
+        new_job_form = NewOCRJobForm()
+    if new_job_form.validate_on_submit():
+        _service_args = ['-l {}'.format(new_job_form.language.data)]
+        if service_handle == 'ocr':
+            if not new_job_form.binarization.data:
+                _service_args.append('--skip-binarisation')
+        job = Job(
+            creator=current_user,
+            description=new_job_form.description.data,
+            mem_mb=SERVICE_REQUIREMENTS[service_handle]['mem_mb'],
+            n_cores=SERVICE_REQUIREMENTS[service_handle]['n_cores'],
+            service=service_handle,
+            service_args=json.dumps(_service_args),
+            service_version=new_job_form.version.data,
+            status='preparing',
+            title=new_job_form.title.data
+        )
+        db.session.add(job)
         db.session.commit()
-
         dir = os.path.join(current_app.config['OPAQUE_STORAGE_DIRECTORY'],
-                           str(ocr_job.user_id),
+                           str(job.user_id),
                            'jobs',
-                           str(ocr_job.id))
-
+                           str(job.id))
         try:
             os.makedirs(dir)
         except OSError:
             flash('OSError!')
-            db.session.remove(ocr_job)
+            db.session.remove(job)
             db.session.commit()
         else:
-            for file in new_ocr_job_form.files.data:
+            for file in new_job_form.files.data:
                 file.save(os.path.join(dir, file.filename))
-            ocr_job.status = 'submitted'
+            job.status = 'submitted'
             db.session.commit()
             flash('Job created!')
-        return redirect(url_for('services.ocr'))
-
-    return render_template('services/ocr.html.j2',
-                           title='Optical Character Recognition',
-                           new_ocr_job_form=new_ocr_job_form)
+        return redirect(url_for('services.{}'.format(service_handle)))
+    return render_template('services/{}.html.j2'.format(service_handle),
+                           title=page_title,
+                           new_job_form=new_job_form)
diff --git a/app/templates/base.html.j2 b/app/templates/base.html.j2
index 68a609e66983283bbf8f04b750c778e5145c8e4f..06d591d6c15c427df7f329670ea7ab2ca9f06f40 100644
--- a/app/templates/base.html.j2
+++ b/app/templates/base.html.j2
@@ -148,8 +148,8 @@
         <li><a href="{{ url_for('main.dashboard') }}"><i class="material-icons">dashboard</i>Dashboard</a></li>
         <li><div class="divider"></div></li>
         <li><a class="subheader">Services</a></li>
-        <li><a href="{{ url_for('services.nlp') }}"><i class="material-icons">format_textdirection_l_to_r</i>NLP</a></li>
-        <li><a href="{{ url_for('services.ocr') }}"><i class="material-icons">find_in_page</i>OCR</a></li>
+        <li><a href="{{ url_for('services.service', service_handle='nlp') }}"><i class="material-icons">format_textdirection_l_to_r</i>NLP</a></li>
+        <li><a href="{{ url_for('services.service', service_handle='ocr') }}"><i class="material-icons">find_in_page</i>OCR</a></li>
         {% if current_user.is_administrator() %}
         <li><div class="divider"></div></li>
         <li><a class="subheader">Administration</a></li>
diff --git a/app/templates/main/dashboard.html.j2 b/app/templates/main/dashboard.html.j2
index 036384d2cddd8fe8c32e3fc594228acd8ce575f6..d7f13b51917dcf8f21a873736bb2939cb273d3ce 100644
--- a/app/templates/main/dashboard.html.j2
+++ b/app/templates/main/dashboard.html.j2
@@ -134,7 +134,7 @@
 </div>
 
 <ul id='new-job-dropdown' class='dropdown-content'>
-  <li><a href="{{ url_for('services.nlp') }}"><i class="material-icons">format_textdirection_l_to_r</i>NLP</a></li>
-  <li><a href="{{ url_for('services.ocr') }}"><i class="material-icons">find_in_page</i>OCR</a></li>
+  <li><a href="{{ url_for('services.service', service_handle='nlp') }}"><i class="material-icons">format_textdirection_l_to_r</i>NLP</a></li>
+  <li><a href="{{ url_for('services.service', service_handle='ocr') }}"><i class="material-icons">find_in_page</i>OCR</a></li>
 </ul>
 {% endblock %}
diff --git a/app/templates/services/nlp.html.j2 b/app/templates/services/nlp.html.j2
index 6502df7c61a30d1694a043e82228fad040c8d022..c5353ab1401f2adbabcaa4aac50f8eb923e05c6e 100644
--- a/app/templates/services/nlp.html.j2
+++ b/app/templates/services/nlp.html.j2
@@ -55,14 +55,14 @@
   <div class="card">
     <form method="POST" enctype="multipart/form-data" id="new-nlp-job-form">
       <div class="card-content">
-        {{ new_nlp_job_form.hidden_tag() }}
+        {{ new_job_form.hidden_tag() }}
         <div class="row">
           <div class="col s12 m4">
             <div class="input-field">
               <i class="material-icons prefix">title</i>
-              {{ new_nlp_job_form.title(data_length='32') }}
-              {{ new_nlp_job_form.title.label }}
-              {% for error in new_nlp_job_form.title.errors %}
+              {{ new_job_form.title(data_length='32') }}
+              {{ new_job_form.title.label }}
+              {% for error in new_job_form.title.errors %}
                 <span class="helper-text red-text">{{ error }}</span>
               {% endfor %}
             </div>
@@ -70,9 +70,9 @@
           <div class="col s12 m4">
             <div class="input-field">
               <i class="material-icons prefix">language</i>
-              {{ new_nlp_job_form.language() }}
-              {{ new_nlp_job_form.language.label }}
-              {% for error in new_nlp_job_form.language.errors %}
+              {{ new_job_form.language() }}
+              {{ new_job_form.language.label }}
+              {% for error in new_job_form.language.errors %}
                 <span class="helper-text red-text">{{ error }}</span>
               {% endfor %}
             </div>
@@ -80,9 +80,9 @@
           <div class="col s12 m4">
             <div class="input-field">
               <i class="material-icons prefix">language</i>
-              {{ new_nlp_job_form.version() }}
-              {{ new_nlp_job_form.version.label }}
-              {% for error in new_nlp_job_form.version.errors %}
+              {{ new_job_form.version() }}
+              {{ new_job_form.version.label }}
+              {% for error in new_job_form.version.errors %}
                 <span class="helper-text red-text">{{ error }}</span>
               {% endfor %}
             </div>
@@ -92,13 +92,13 @@
           <div class="col s12 m6">
             <div class="file-field input-field">
               <div class="btn">
-                <span>{{ new_nlp_job_form.files.label.text }}</span>
-                {{ new_nlp_job_form.files(accept='text/plain') }}
+                <span>{{ new_job_form.files.label.text }}</span>
+                {{ new_job_form.files(accept='text/plain') }}
               </div>
               <div class="file-path-wrapper">
                 <input class="file-path validate" type="text">
               </div>
-              {% for error in new_nlp_job_form.files.errors %}
+              {% for error in new_job_form.files.errors %}
                 <span class="helper-text red-text">{{ error }}</span>
               {% endfor %}
             </div>
@@ -106,9 +106,9 @@
           <div class="col s12 m6">
             <div class="input-field">
               <i class="material-icons prefix">description</i>
-              {{ new_nlp_job_form.description(data_length='255') }}
-              {{ new_nlp_job_form.description.label }}
-              {% for error in new_nlp_job_form.description.errors %}
+              {{ new_job_form.description(data_length='255') }}
+              {{ new_job_form.description.label }}
+              {% for error in new_job_form.description.errors %}
                 <span class="helper-text red-text">{{ error }}</span>
               {% endfor %}
             </div>
@@ -116,7 +116,7 @@
         </div>
       </div>
       <div class="card-action right-align">
-        {{ new_nlp_job_form.submit(class='btn') }}
+        {{ new_job_form.submit(class='btn') }}
       </div>
     </form>
   </div>
diff --git a/app/templates/services/ocr.html.j2 b/app/templates/services/ocr.html.j2
index de6da2361abe91516400ae85369dc57ee04cbfcc..c04c09c87072d7942f66fdcebe0179d5069b2e94 100644
--- a/app/templates/services/ocr.html.j2
+++ b/app/templates/services/ocr.html.j2
@@ -56,14 +56,14 @@
   <div class="card">
     <form method="POST" enctype="multipart/form-data" id="new-ocr-job-form">
       <div class="card-content">
-        {{ new_ocr_job_form.hidden_tag() }}
+        {{ new_job_form.hidden_tag() }}
         <div class="row">
           <div class="col s12 m4">
             <div class="input-field">
               <i class="material-icons prefix">title</i>
-              {{ new_ocr_job_form.title(data_length='32') }}
-              {{ new_ocr_job_form.title.label }}
-              {% for error in new_ocr_job_form.title.errors %}
+              {{ new_job_form.title(data_length='32') }}
+              {{ new_job_form.title.label }}
+              {% for error in new_job_form.title.errors %}
                 <span class="helper-text red-text">{{ error }}</span>
               {% endfor %}
             </div>
@@ -71,9 +71,9 @@
           <div class="col s12 m8">
             <div class="input-field">
               <i class="material-icons prefix">description</i>
-              {{ new_ocr_job_form.description(data_length='255') }}
-              {{ new_ocr_job_form.description.label }}
-              {% for error in new_ocr_job_form.description.errors %}
+              {{ new_job_form.description(data_length='255') }}
+              {{ new_job_form.description.label }}
+              {% for error in new_job_form.description.errors %}
                 <span class="helper-text red-text">{{ error }}</span>
               {% endfor %}
             </div>
@@ -81,13 +81,13 @@
           <div class="col s12 m5">
             <div class="file-field input-field">
               <div class="btn">
-                <span>{{ new_ocr_job_form.files.label.text }}</span>
-                {{ new_ocr_job_form.files(accept='application/pdf, image/tiff') }}
+                <span>{{ new_job_form.files.label.text }}</span>
+                {{ new_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 new_ocr_job_form.files.errors %}
+              {% for error in new_job_form.files.errors %}
                 <span class="helper-text red-text">{{ error }}</span>
               {% endfor %}
             </div>
@@ -95,9 +95,9 @@
           <div class="col s12 m4">
             <div class="input-field">
               <i class="material-icons prefix">language</i>
-              {{ new_ocr_job_form.language() }}
-              {{ new_ocr_job_form.language.label }}
-              {% for error in new_ocr_job_form.language.errors %}
+              {{ new_job_form.language() }}
+              {{ new_job_form.language.label }}
+              {% for error in new_job_form.language.errors %}
                 <span class="helper-text red-text">{{ error }}</span>
               {% endfor %}
             </div>
@@ -105,9 +105,9 @@
           <div class="col s12 m3">
             <div class="input-field">
               <i class="material-icons prefix">apps</i>
-              {{ new_ocr_job_form.version() }}
-              {{ new_ocr_job_form.version.label }}
-              {% for error in new_ocr_job_form.version.errors %}
+              {{ new_job_form.version() }}
+              {{ new_job_form.version.label }}
+              {% for error in new_job_form.version.errors %}
                 <span class="helper-text red-text">{{ error }}</span>
               {% endfor %}
             </div>
@@ -194,7 +194,7 @@
               <div class="col s3">
                 <div class="switch">
                   <label>
-                    {{ new_ocr_job_form.binarization() }}
+                    {{ new_job_form.binarization() }}
                     <span class="lever"></span>
                   </label>
                 </div>
@@ -204,7 +204,7 @@
         </div>
       </div>
       <div class="card-action right-align">
-        {{ new_ocr_job_form.submit(class='btn') }}
+        {{ new_job_form.submit(class='btn') }}
       </div>
     </form>
   </div>