diff --git a/.github/workflows/check.yml b/.github/workflows/check.yml
index ca1ae5d..e34e627 100644
--- a/.github/workflows/check.yml
+++ b/.github/workflows/check.yml
@@ -11,9 +11,9 @@ jobs:
   checks:
     runs-on: macos-12
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@main
     - name: Set up Python 3.8
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@main
       with:
         python-version: "3.8"
     - name: Install flake8 dependencies
diff --git a/.github/workflows/deploy_pypi.yml b/.github/workflows/deploy_pypi.yml
index cc48ab5..6567e2a 100644
--- a/.github/workflows/deploy_pypi.yml
+++ b/.github/workflows/deploy_pypi.yml
@@ -11,9 +11,9 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@main
     - name: Set up Python
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@main
       with:
         python-version: "3.9"
     - name: Install dependencies
diff --git a/CHANGELOG b/CHANGELOG
index 5cfee53..0cd63cb 100644
--- a/CHANGELOG
+++ b/CHANGELOG
@@ -1,3 +1,5 @@
+0.11.0
+ - ref: migrate to dcor_shared.RQJob
 0.10.2
  - setup: fix ckanext namespace
 0.10.1
diff --git a/ckanext/dc_view/cli.py b/ckanext/dc_view/cli.py
index e895cad..e937a19 100644
--- a/ckanext/dc_view/cli.py
+++ b/ckanext/dc_view/cli.py
@@ -1,5 +1,6 @@
 import datetime
 import time
+import traceback
 
 import ckan.model as model
 
@@ -35,21 +36,30 @@ def run_jobs_dc_view(modified_days=-1, force=False):
         past_str = time.strftime("%Y-%m-%d", past.timetuple())
         datasets = datasets.filter(model.Package.metadata_modified >= past_str)
 
+    job_list = jobs.RQJob.get_all_job_methods_in_order(
+        ckanext="dc_view")
+
     nl = False  # new line character
     for dataset in datasets:
         nl = False
         click.echo(f"Checking dataset {dataset.id}\r", nl=False)
+
         for resource in dataset.resources:
             res_dict = resource.as_dict()
             try:
-                if jobs.create_preview_job(res_dict, override=force):
-                    click_echo(f"Created preview for {resource.name}", nl)
-                    nl = True
+                for job in job_list:
+                    if job.method(res_dict, override=force):
+                        if not nl:
+                            click.echo("")
+                            nl = True
+                        click.echo(f"OK: {job.title} for {resource.name}")
             except KeyboardInterrupt:
                 raise
             except BaseException as e:
-                click_echo(
-                    f"{e.__class__.__name__}: {e} for {res_dict['name']}", nl)
+                click.echo(
+                    f"\n{e.__class__.__name__} for {res_dict['name']}!",
+                    err=True)
+                click.echo(traceback.format_exc(), err=True)
                 nl = True
     if not nl:
         click.echo("")
diff --git a/ckanext/dc_view/jobs.py b/ckanext/dc_view/jobs.py
index 14bb08d..57c1589 100644
--- a/ckanext/dc_view/jobs.py
+++ b/ckanext/dc_view/jobs.py
@@ -1,14 +1,21 @@
-import atexit
 from collections import OrderedDict
+import logging
 import os
 import pathlib
 import shutil
 import tempfile
 
 import dclab
-from dcor_shared import DC_MIME_TYPES, s3cc, get_dc_instance, wait_for_resource
+from dcor_shared import (
+    DC_MIME_TYPES, get_dc_instance, rqjob_register, s3, s3cc, wait_for_resource
+)
+from dcor_shared import RQJob  # noqa: F401
+
 import numpy as np
 
+
+log = logging.getLogger(__name__)
+
 # Create a matplotlib config directory, so we can import and use matplotlib
 mpldir = "/tmp/matplotlib"
 pathlib.Path(mpldir).mkdir(exist_ok=True)
@@ -25,12 +32,27 @@ def admin_context():
     return {'ignore_auth': True, 'user': 'default'}
 
 
-def create_preview_job(resource, override=False):
+@rqjob_register(ckanext="dc_view",
+                queue="dcor-normal",
+                timeout=3600,
+                )
+def job_create_preview(resource, override=False):
     """Generate a *_preview.png file for a DC resource"""
+    if not s3.is_available():
+        log.info("S3 not available, not computing condensed resource")
+        return False
+
+    # make sure mimetype is defined
+    if "mimetype" not in resource:
+        suffix = "." + resource["name"].rsplit(".", 1)[-1]
+        for mt in DC_MIME_TYPES:
+            if suffix in DC_MIME_TYPES[mt]:
+                resource["mimetype"] = mt
+                break
+
     rid = resource["id"]
     wait_for_resource(rid)
-    mtype = resource.get('mimetype', '')
-    if (mtype in DC_MIME_TYPES
+    if (resource.get('mimetype', '') in DC_MIME_TYPES
         # Check whether the file already exists on S3
         and (override
              or not s3cc.artifact_exists(resource_id=rid,
diff --git a/ckanext/dc_view/meta.py b/ckanext/dc_view/meta.py
index 906e108..06c83e4 100644
--- a/ckanext/dc_view/meta.py
+++ b/ckanext/dc_view/meta.py
@@ -62,10 +62,10 @@ def meta_html_table(meta, sec):
             value += " " + units
 
         html_code += [
-            f'<tr>',
+            '<tr>',
             f'<th class="dataset-labels">{html.escape(name)}</th>',
             f'<td class="dataset-details">{html.escape(value)}</td>',
-            f'</tr>',
+            '</tr>',
         ]
     html_code.append("</table>")
     return html_code
diff --git a/ckanext/dc_view/plugin.py b/ckanext/dc_view/plugin.py
index 6a4aa42..32e40b2 100644
--- a/ckanext/dc_view/plugin.py
+++ b/ckanext/dc_view/plugin.py
@@ -1,17 +1,11 @@
-import copy
-
 from flask import Blueprint
-from ckan import common
 import ckan.lib.datapreview as datapreview
-from ckan.lib.jobs import _connect as ckan_redis_connect
-import ckan.plugins.toolkit as toolkit
 import ckan.plugins as plugins
 
 from dcor_shared import DC_MIME_TYPES, s3
-from rq.job import Job
 
 from .cli import get_commands
-from .jobs import create_preview_job
+from . import jobs
 from .meta import render_metadata_html
 from .route_funcs import dcpreview
 
@@ -55,26 +49,9 @@ def after_resource_create(self, context, resource):
         """Generate preview image and upload to S3"""
         # We only create the preview and upload it to S3 if the file is
         # a DC file and if S3 is available.
-        if resource.get('mimetype') in DC_MIME_TYPES and s3.is_available():
-            pkg_job_id = f"{resource['package_id']}_{resource['position']}_"
-            depends_on = []
-            extensions = [common.config.get("ckan.plugins")]
-            # Are we waiting for symlinking (ckanext-dcor_depot)?
-            # (This makes wait_for_resource really fast ;)
-            if "dcor_depot" in extensions:
-                # Wait for the resource to be moved to the depot.
-                jid_sl = pkg_job_id + "symlink"
-                depends_on.append(jid_sl)
-            jid_preview = pkg_job_id + "previews3"
-            if not Job.exists(jid_preview, connection=ckan_redis_connect()):
-                toolkit.enqueue_job(create_preview_job,
-                                    [resource],
-                                    title="Create resource preview image",
-                                    queue="dcor-normal",
-                                    rq_kwargs={
-                                        "timeout": 3600,
-                                        "job_id": jid_preview,
-                                        "depends_on": copy.copy(depends_on)})
+        if not context.get("is_background_job") and s3.is_available():
+            # All jobs are defined via decorators in jobs.py
+            jobs.RQJob.enqueue_all_jobs(resource, ckanext="dc_view")
 
     # IResourceView
     def info(self):