diff --git a/Dockerfile b/Dockerfile
index 07ea69c..c5b2e56 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM centos:centos7
+FROM fedora:25
 
 # PostgreSQL image for OpenShift.
 # Volumes:
@@ -10,8 +10,6 @@ FROM centos:centos7
 #  * $POSTGRESQL_ADMIN_PASSWORD (Optional) - Password for the 'postgres'
 #                           PostgreSQL administrative account
 
-MAINTAINER SoftwareCollections.org <sclorg@redhat.com>
-
 ENV POSTGRESQL_VERSION=9.5 \
     HOME=/var/lib/pgsql \
     PGUSER=postgres
@@ -19,7 +17,8 @@ ENV POSTGRESQL_VERSION=9.5 \
 LABEL io.k8s.description="PostgreSQL is an advanced Object-Relational database management system" \
       io.k8s.display-name="PostgreSQL 9.5" \
       io.openshift.expose-services="5432:postgresql" \
-      io.openshift.tags="database,postgresql,postgresql95,rh-postgresql95"
+      io.openshift.tags="database,postgresql,postgresql95" \
+      maintainer="Pavel Raiskup <praiskup@redhat.com>"
 
 EXPOSE 5432
 
@@ -28,27 +27,18 @@ ADD root /
 # This image must forever use UID 26 for postgres user so our volumes are
 # safe in the future. This should *never* change, the last test is there
 # to make sure of that.
-RUN yum install -y centos-release-scl-rh && \
-    INSTALL_PKGS="rsync tar gettext bind-utils rh-postgresql95 rh-postgresql95-postgresql-contrib nss_wrapper" && \
-    yum -y --setopt=tsflags=nodocs install $INSTALL_PKGS && \
+RUN INSTALL_PKGS="rsync tar gettext bind-utils postgresql-server postgresql-contrib nss_wrapper " && \
+    INSTALL_PKGS+="findutils python " && \
+    dnf -y --setopt=tsflags=nodocs install $INSTALL_PKGS && \
     rpm -V $INSTALL_PKGS && \
-    yum clean all && \
-    localedef -f UTF-8 -i en_US en_US.UTF-8 && \
+    dnf clean all && \
     test "$(id postgres)" = "uid=26(postgres) gid=26(postgres) groups=26(postgres)" && \
     mkdir -p /var/lib/pgsql/data && \
     /usr/libexec/fix-permissions /var/lib/pgsql && \
     /usr/libexec/fix-permissions /var/run/postgresql
 
 # Get prefix path and path to scripts rather than hard-code them in scripts
-ENV CONTAINER_SCRIPTS_PATH=/usr/share/container-scripts/postgresql \
-    ENABLED_COLLECTIONS=rh-postgresql95
-
-# When bash is started non-interactively, to run a shell script, for example it
-# looks for this variable and source the content of this file. This will enable
-# the SCL for all scripts without need to do 'scl enable'.
-ENV BASH_ENV=${CONTAINER_SCRIPTS_PATH}/scl_enable \
-    ENV=${CONTAINER_SCRIPTS_PATH}/scl_enable \
-    PROMPT_COMMAND=". ${CONTAINER_SCRIPTS_PATH}/scl_enable"
+ENV CONTAINER_SCRIPTS_PATH=/usr/share/container-scripts/postgresql
 
 VOLUME ["/var/lib/pgsql/data"]
 
diff --git a/root/usr/share/container-scripts/postgresql/scl_enable b/root/usr/share/container-scripts/postgresql/scl_enable
deleted file mode 100644
index 1d967f9..0000000
--- a/root/usr/share/container-scripts/postgresql/scl_enable
+++ /dev/null
@@ -1,3 +0,0 @@
-# This will make scl collection binaries work out of box.
-unset BASH_ENV PROMPT_COMMAND ENV
-source scl_source enable $ENABLED_COLLECTIONS