diff --git a/debian/python3-patchman.install b/debian/python3-patchman.install
index e13b11ca..71f47b3a 100755
--- a/debian/python3-patchman.install
+++ b/debian/python3-patchman.install
@@ -1,4 +1,5 @@
 #!/usr/bin/dh-exec
 etc/patchman/apache.conf.example => etc/apache2/conf-available/patchman.conf
 etc/patchman/local_settings.py etc/patchman
-etc/systemd/system/patchman-celery.service => lib/systemd/system/patchman-celery.service
+etc/systemd/system/patchman-celery-worker.service => lib/systemd/system/patchman-celery-worker@.service
+etc/systemd/system/patchman-celery-beat.service => lib/systemd/system/patchman-celery-beat.service
diff --git a/debian/python3-patchman.postinst b/debian/python3-patchman.postinst
index b64cb816..bce66010 100644
--- a/debian/python3-patchman.postinst
+++ b/debian/python3-patchman.postinst
@@ -25,8 +25,37 @@ if [ "$1" = "configure" ] ; then
     chown -R www-data:www-data /var/lib/patchman
     adduser --system --group patchman-celery
     usermod -a -G www-data patchman-celery
+    chown root:patchman-celery /etc/patchman/celery.conf
+    chmod 640 /etc/patchman/celery.conf
     chmod g+w /var/lib/patchman /var/lib/patchman/db /var/lib/patchman/db/patchman.db
 
+    WORKER_COUNT=1
+    if [ -f /etc/patchman/celery.conf ]; then
+        . /etc/patchman/celery.conf
+        WORKER_COUNT=${CELERY_WORKER_COUNT:-1}
+    fi
+
+    if [ -d /run/systemd/system ]; then
+        systemctl daemon-reload >/dev/null || true
+        for i in $(seq 1 "${WORKER_COUNT}"); do
+            deb-systemd-helper enable "patchman-celery-worker@$i.service" >/dev/null || true
+            deb-systemd-invoke start "patchman-celery-worker@$i.service" >/dev/null || true
+        done
+
+        active_instances=$(systemctl list-units --type=service --state=active "patchman-celery-worker@*" --no-legend | awk '{print $1}')
+
+        for service in $active_instances; do
+            inst_num=$(echo "$service" | cut -d'@' -f2 | cut -d'.' -f1)
+            if [ "$inst_num" -gt "${WORKER_COUNT}" ]; then
+                deb-systemd-invoke stop "$service" >/dev/null || true
+                deb-systemd-helper disable "$service" >/dev/null || true
+            fi
+        done
+
+        deb-systemd-helper enable "patchman-celery-beat.service" >/dev/null || true
+        deb-systemd-invoke start "patchman-celery-beat.service" >/dev/null || true
+    fi
+
     echo
     echo "Remember to run 'patchman-manage createsuperuser' to create a user."
     echo
diff --git a/etc/patchman/celery.conf b/etc/patchman/celery.conf
index 7afc96ee..2e6f9855 100644
--- a/etc/patchman/celery.conf
+++ b/etc/patchman/celery.conf
@@ -1,2 +1,5 @@
 REDIS_HOST=127.0.0.1
 REDIS_PORT=6379
+CELERY_POOL_TYPE=solo
+CELERY_WORKER_COUNT=1
+CELERY_CONCURRENCY=1
diff --git a/etc/systemd/system/patchman-celery-beat.service b/etc/systemd/system/patchman-celery-beat.service
new file mode 100644
index 00000000..b4ba9f3d
--- /dev/null
+++ b/etc/systemd/system/patchman-celery-beat.service
@@ -0,0 +1,19 @@
+[Unit]
+Description=Patchman Celery Beat Scheduler Service
+Requires=network-online.target
+After=network-online.target
+
+[Service]
+Type=simple
+User=patchman-celery
+Group=patchman-celery
+EnvironmentFile=/etc/patchman/celery.conf
+ExecStart=/usr/bin/celery \
+    --broker redis://${REDIS_HOST:-127.0.0.1}:${REDIS_PORT:-6379}/0 \
+    --app patchman \
+    beat \
+    --loglevel info \
+    --scheduler django_celery_beat.schedulers:DatabaseScheduler
+
+[Install]
+WantedBy=multi-user.target
diff --git a/etc/systemd/system/patchman-celery-worker.service b/etc/systemd/system/patchman-celery-worker.service
new file mode 100644
index 00000000..8807cbff
--- /dev/null
+++ b/etc/systemd/system/patchman-celery-worker.service
@@ -0,0 +1,21 @@
+[Unit]
+Description=Patchman Celery Worker Service %i
+Requires=network-online.target
+After=network-online.target
+
+[Service]
+Type=simple
+User=patchman-celery
+Group=patchman-celery
+EnvironmentFile=/etc/patchman/celery.conf
+ExecStart=/usr/bin/celery \
+    --broker redis://${REDIS_HOST:-127.0.0.1}:${REDIS_PORT:-6379}/0 \
+    --app patchman \
+    worker \
+    --task-events \
+    --pool ${CELERY_POOL_TYPE:-solo} \
+    --concurrency ${CELERY_CONCURRENCY:-1} \
+    --hostname patchman-celery-worker%i@%%h
+
+[Install]
+WantedBy=multi-user.target
diff --git a/etc/systemd/system/patchman-celery.service b/etc/systemd/system/patchman-celery.service
deleted file mode 100644
index 6408d818..00000000
--- a/etc/systemd/system/patchman-celery.service
+++ /dev/null
@@ -1,14 +0,0 @@
-[Unit]
-Description=Patchman Celery Service
-Requires=network-online.target
-After=network-onlne.target
-
-[Service]
-Type=simple
-User=patchman-celery
-Group=patchman-celery
-EnvironmentFile=/etc/patchman/celery.conf
-ExecStart=/usr/bin/celery --broker redis://${REDIS_HOST}:${REDIS_PORT}/0 --app patchman worker --loglevel info --beat --scheduler django_celery_beat.schedulers:DatabaseScheduler --task-events --pool threads
-
-[Install]
-WantedBy=multi-user.target
diff --git a/patchman-client.spec b/patchman-client.spec
index 68736038..f2f8279a 100644
--- a/patchman-client.spec
+++ b/patchman-client.spec
@@ -10,7 +10,7 @@ Source: %{expand:%%(pwd)}
 BuildArch: noarch
 Requires: curl which coreutils util-linux gawk
 
-%define binary_payload w9.gzdio
+%define _binary_payload w9.gzdio
 
 %description
 patchman-client provides a client that uploads reports to a patchman server
@@ -20,14 +20,15 @@ find . -mindepth 1 -delete
 cp -af %{SOURCEURL0}/. .
 
 %install
-mkdir -p %{buildroot}/usr/sbin
-mkdir -p %{buildroot}/etc/patchman
-cp ./client/%{name} %{buildroot}/usr/sbin
-cp ./client/%{name}.conf %{buildroot}/etc/patchman
+mkdir -p %{buildroot}%{_sbindir}
+mkdir -p %{buildroot}%{_sysconfdir}/patchman
+install -m 755 client/%{name} %{buildroot}%{_sbindir}/%{name}
+install -m 644 client/%{name}.conf %{buildroot}%{_sysconfdir}/patchman/%{name}.conf
 
 %files
-%defattr(755,root,root)
-/usr/sbin/patchman-client
-%config(noreplace) /etc/patchman/patchman-client.conf
+%defattr(-,root,root)
+%{_sbindir}/patchman-client
+%dir %{_sysconfdir}/patchman
+%config(noreplace) %{_sysconfdir}/patchman/patchman-client.conf
 
 %changelog
diff --git a/scripts/rpm-post-install.sh b/scripts/rpm-post-install.sh
index 24ade8af..798c43ea 100644
--- a/scripts/rpm-post-install.sh
+++ b/scripts/rpm-post-install.sh
@@ -4,8 +4,9 @@ if [ ! -e /etc/httpd/conf.d/patchman.conf ] ; then
     cp /etc/patchman/apache.conf.example /etc/httpd/conf.d/patchman.conf
 fi
 
-if ! grep /usr/lib/python3.9/site-packages /etc/httpd/conf.d/patchman.conf >/dev/null 2>&1 ; then
-    sed -i -e "s/^\(Define patchman_pythonpath\).*/\1 \/usr\/lib\/python3.9\/site-packages/" \
+PYTHON_SITEPACKAGES=$(python3 -c "import site; print(site.getsitepackages()[0])")
+if ! grep "${PYTHON_SITEPACKAGES}" /etc/httpd/conf.d/patchman.conf >/dev/null 2>&1 ; then
+    sed -i -e "s|^\(Define patchman_pythonpath\).*|\1 ${PYTHON_SITEPACKAGES}|" \
     /etc/httpd/conf.d/patchman.conf
 fi
 
@@ -24,15 +25,38 @@ patchman-manage makemigrations
 patchman-manage migrate --run-syncdb --fake-initial
 sqlite3 /var/lib/patchman/db/patchman.db 'PRAGMA journal_mode=WAL;'
 
-chown -R apache:apache /var/lib/patchman
 adduser --system --group patchman-celery
 usermod -a -G apache patchman-celery
-chmod g+w /var/lib/patchman /var/lib/patchman/db /var/lib/patchman/db/patchman.db
-chcon --type httpd_sys_rw_content_t /var/lib/patchman/db/patchman.db
-semanage port -a -t http_port_t -p tcp 5672
+chown root:patchman-celery /etc/patchman/celery.conf
+chmod 640 /etc/patchman/celery.conf
+
+chown -R apache:apache /var/lib/patchman
+semanage fcontext -a -t httpd_sys_rw_content_t "/var/lib/patchman/db(/.*)?"
+restorecon -Rv /var/lib/patchman/db
 setsebool -P httpd_can_network_memcache 1
 setsebool -P httpd_can_network_connect 1
 
+WORKER_COUNT=1
+if [ -f /etc/patchman/celery.conf ]; then
+    . /etc/patchman/celery.conf
+    WORKER_COUNT=${CELERY_WORKER_COUNT:-1}
+fi
+
+for i in $(seq 1 "${WORKER_COUNT}"); do
+    systemctl enable --now "patchman-celery-worker@$i.service"
+done
+
+active_instances=$(systemctl list-units --type=service --state=active "patchman-celery-worker@*" --no-legend | awk '{print $1}')
+for service in $active_instances; do
+    inst_num=$(echo "$service" | cut -d'@' -f2 | cut -d'.' -f1)
+    if [ "$inst_num" -gt "${WORKER_COUNT}" ]; then
+        systemctl stop "$service"
+        systemctl disable "$service"
+    fi
+done
+
+systemctl enable --now patchman-celery-beat.service
+
 echo
 echo "Remember to run 'patchman-manage createsuperuser' to create a user."
 echo
diff --git a/setup.py b/setup.py
index 8e18eaf9..a7dbfc68 100755
--- a/setup.py
+++ b/setup.py
@@ -17,6 +17,7 @@
 # along with Patchman. If not, see <http://www.gnu.org/licenses/>
 
 import os
+import sys
 
 from setuptools import find_packages, setup
 
@@ -29,8 +30,14 @@
 with open('requirements.txt', 'r', encoding='utf_8') as rt:
     install_requires = rt.read().splitlines()
 
-
 data_files = []
+if 'bdist_rpm' in sys.argv:
+    data_files.append(
+        ('/usr/lib/systemd/system', [
+            'etc/systemd/system/patchman-celery-worker@.service',
+            'etc/systemd/system/patchman-celery-beat.service'
+        ])
+    )
 
 for dirpath, dirnames, filenames in os.walk('etc'):
     # Ignore dirnames that start with '.'