Period
to 20 October 2019

The following table provides summary statistics for permanent job vacancies with a requirement for Ceph skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Ceph over the 6 months to 20 October 2019 with a comparison to the same period in the previous 2 years.

Ceph
UK
6 months to
20 Oct 2019
Same period 2018 Same period 2017
Rank 1028 1123 1166
Rank change year-on-year +95 +43 +47
Permanent jobs citing Ceph 28 40 42
As % of all permanent IT jobs advertised in the UK 0.021% 0.024% 0.024%
As % of the System Software category 0.12% 0.16% 0.18%
Number of salaries quoted 25 34 35
UK median annual salary £52,500 £60,000 £60,000
Median salary % change year-on-year -12.50% - +4.35%
10th Percentile £31,500 £42,750 £42,500
90th Percentile £78,750 £82,500 £80,000
UK excluding London median annual salary £47,500 £60,000 £60,000
% change year-on-year -20.83% - +6.67%

Ceph is in the System Software category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for system software skills.

All System Software Skills
UK
Permanent vacancies with a requirement for system software skills 23,463 24,380 22,811
As % of all permanent IT jobs advertised in the UK 17.25% 14.91% 13.08%
Number of salaries quoted 19,312 19,907 19,207
UK median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% +5.88%
10th Percentile £25,500 £24,750 £23,750
90th Percentile £85,000 £81,250 £75,000
UK excluding London median annual salary £42,500 £42,500 £39,000
% change year-on-year - +8.97% +4.00%

Ceph
Job Vacancy Trend

Job postings citing Ceph as a percentage of all IT jobs advertised.

Job vacancy trend for Ceph in the UK

Ceph
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Ceph.

Salary trend for Ceph in the UK

Ceph
Salary Histogram

The salary distribution of IT jobs citing Ceph over the 6 months to 20 October 2019.

Salary histogram for Ceph in the UK

Ceph
Top 5 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ceph within the UK over the 6 months to 20 October 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +96 28 £52,500 -12.50% 4
UK excluding London +75 23 £47,500 -20.83% 3
South East +54 12 £57,500 - 1
South West - 11 £47,500 - 1
London +94 5 £72,500 - 1

For the 6 months to 20 October 2019, IT jobs citing Ceph also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Ceph.

1 27 (96.43%) Linux
2 23 (82.14%) Bash Shell
3 18 (64.29%) Docker
4 17 (60.71%) Ansible
5 16 (57.14%) Open Source
5 16 (57.14%) Python
6 15 (53.57%) Red Hat
7 13 (46.43%) Kubernetes
7 13 (46.43%) Public Cloud
8 12 (42.86%) KVM
8 12 (42.86%) DevOps
9 11 (39.29%) PowerShell
9 11 (39.29%) CentOS
9 11 (39.29%) Hyper-V
9 11 (39.29%) Debian
9 11 (39.29%) VMware
9 11 (39.29%) Perl
10 10 (35.71%) Windows
11 9 (32.14%) Ruby
11 9 (32.14%) Puppet
11 9 (32.14%) OpenStack
11 9 (32.14%) OpenShift
11 9 (32.14%) Windows Server
12 8 (28.57%) Private Cloud
12 8 (28.57%) Hybrid Cloud
12 8 (28.57%) Infrastructure Engineering
12 8 (28.57%) Apache
13 7 (25.00%) MySQL
13 7 (25.00%) Clustering
13 7 (25.00%) Shell Script

Ceph
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (32.14%) OpenStack
2 8 (28.57%) Apache
3 4 (14.29%) nginx
4 1 (3.57%) Apache Spark
Applications
1 1 (3.57%) Chatbot
Cloud Services
1 9 (32.14%) OpenShift
2 4 (14.29%) Amazon ECS
2 4 (14.29%) AWS
3 3 (10.71%) GCP
4 2 (7.14%) Datadog
5 1 (3.57%) Cloud Computing
Communications & Networking
1 4 (14.29%) Software-Defined Networking
2 2 (7.14%) TCP/IP
3 1 (3.57%) DHCP
3 1 (3.57%) DNS
3 1 (3.57%) HTTP
3 1 (3.57%) Kerberos
3 1 (3.57%) SSH
3 1 (3.57%) VXLAN
Database & Business Intelligence
1 7 (25.00%) MySQL
2 4 (14.29%) MariaDB
3 2 (7.14%) Redis
4 1 (3.57%) Big Data
4 1 (3.57%) CouchDB
Development Applications
1 4 (14.29%) Git (software)
1 4 (14.29%) Jenkins
General
1 5 (17.86%) Games
2 2 (7.14%) Retail
3 1 (3.57%) French Language
3 1 (3.57%) German Language
Job Titles
1 14 (50.00%) Linux Engineer
2 7 (25.00%) Systems Engineer
3 4 (14.29%) Consultant
3 4 (14.29%) Linux Systems Engineer
3 4 (14.29%) Senior Linux Engineer
3 4 (14.29%) Senior Linux Systems Engineer
3 4 (14.29%) Senior Systems Engineer
4 3 (10.71%) Service Desk Engineer
5 2 (7.14%) Cloud Engineer
5 2 (7.14%) IT Engineer
5 2 (7.14%) Operations Engineer
6 1 (3.57%) Administrator
6 1 (3.57%) Help Desk Engineer
6 1 (3.57%) Platform Engineer
6 1 (3.57%) Systems Administrator
Libraries, Frameworks & Software Standards
1 4 (14.29%) LAMP
1 4 (14.29%) LEMP Stack
2 1 (3.57%) REST
2 1 (3.57%) Web Services
Miscellaneous
1 13 (46.43%) Public Cloud
2 8 (28.57%) Hybrid Cloud
2 8 (28.57%) Private Cloud
3 7 (25.00%) Clustering
4 1 (3.57%) Analytical Skills
4 1 (3.57%) Data Centre
4 1 (3.57%) Hedge funds
4 1 (3.57%) PKI
4 1 (3.57%) Self-Motivation
Operating Systems
1 27 (96.43%) Linux
2 11 (39.29%) CentOS
2 11 (39.29%) Debian
3 10 (35.71%) Windows
4 9 (32.14%) Windows Server
5 7 (25.00%) Ubuntu
6 5 (17.86%) Red Hat Enterprise Linux
7 4 (14.29%) Data ONTAP
8 3 (10.71%) Windows Server 2008
8 3 (10.71%) Windows Server 2012
9 1 (3.57%) Fedora
9 1 (3.57%) Solaris
9 1 (3.57%) SUSE
Processes & Methodologies
1 16 (57.14%) Open Source
2 12 (42.86%) DevOps
3 8 (28.57%) Infrastructure Engineering
4 5 (17.86%) Agile Software Development
5 4 (14.29%) Mentoring
6 1 (3.57%) Build Automation
6 1 (3.57%) Collaborative Working
6 1 (3.57%) Configuration Management
6 1 (3.57%) Conversational UI
6 1 (3.57%) Data Migration
6 1 (3.57%) Infrastructure as Code
6 1 (3.57%) Infrastructure Automation
6 1 (3.57%) Low Latency
6 1 (3.57%) Microservices
6 1 (3.57%) Migration
6 1 (3.57%) Performance Tuning
6 1 (3.57%) Problem-Solving
6 1 (3.57%) SDLC
6 1 (3.57%) Service Delivery
6 1 (3.57%) Test Automation
Programming Languages
1 23 (82.14%) Bash Shell
2 16 (57.14%) Python
3 11 (39.29%) Perl
3 11 (39.29%) PowerShell
4 9 (32.14%) Ruby
5 7 (25.00%) Shell Script
6 2 (7.14%) C
7 1 (3.57%) C++
7 1 (3.57%) Java
Qualifications
1 4 (14.29%) RHCE
1 4 (14.29%) RHCSA
2 1 (3.57%) Degree
2 1 (3.57%) Security Cleared
System Software
1 18 (64.29%) Docker
2 12 (42.86%) KVM
3 11 (39.29%) Hyper-V
4 7 (25.00%) Btrfs
4 7 (25.00%) DRBD
4 7 (25.00%) VMware Infrastructure
4 7 (25.00%) Xen
5 4 (14.29%) Dovecot
5 4 (14.29%) Gluster
5 4 (14.29%) Postfix
5 4 (14.29%) VMware NSX
5 4 (14.29%) vSphere
6 3 (10.71%) Samba
7 1 (3.57%) Lustre
7 1 (3.57%) NFS
Systems Management
1 17 (60.71%) Ansible
2 13 (46.43%) Kubernetes
3 9 (32.14%) Puppet
4 7 (25.00%) Oracle ZFS
4 7 (25.00%) Terraform
5 6 (21.43%) Opscode Chef
6 4 (14.29%) Galera Cluster
7 2 (7.14%) ZABBIX
8 1 (3.57%) Check_MK
8 1 (3.57%) HAProxy
8 1 (3.57%) Nagios
8 1 (3.57%) Salt
8 1 (3.57%) Single Sign-On
Vendors
1 15 (53.57%) Red Hat
2 11 (39.29%) VMware
3 4 (14.29%) Cisco
3 4 (14.29%) Scality
4 3 (10.71%) Google
5 1 (3.57%) Isilon
5 1 (3.57%) NetApp