Period
to 18 June 2018

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 18 June 2018 with a comparison to the same period in the previous 2 years.

Ceph
UK
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 1113 1148 1213
Rank change year-on-year +35 +65 +83
Permanent jobs citing Ceph 63 32 61
As % of all permanent IT jobs advertised in the UK 0.037% 0.019% 0.031%
As % of the System Software category 0.26% 0.15% 0.25%
Number of salaries quoted 58 25 43
UK median annual salary £58,750 £67,500 £60,000
Median salary % change year-on-year -12.96% +12.50% +20.00%
10th Percentile £44,850 £34,250 £38,500
90th Percentile £66,250 £80,000 £67,500
UK excluding London median annual salary £57,500 £40,000 £60,000
% change year-on-year +43.75% -33.33% +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 24,557 21,430 24,877
As % of all permanent IT jobs advertised in the UK 14.29% 12.46% 12.46%
Number of salaries quoted 19,908 18,010 21,056
UK median annual salary £47,500 £42,500 £41,500
Median salary % change year-on-year +11.76% +2.41% +3.75%
10th Percentile £25,000 £23,750 £23,000
90th Percentile £80,000 £75,000 £70,000
UK excluding London median annual salary £41,500 £37,500 £37,500
% change year-on-year +10.67% - +2.74%

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 18 June 2018.

Salary histogram for Ceph in the UK

Ceph
Top 9 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 18 June 2018. 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 +25 63 £58,750 -12.96% 11
UK excluding London +49 53 £57,500 +43.75% 5
East of England - 41 £60,000 - 2
London -19 10 £62,500 -10.71% 6
South West +4 8 £50,000 +33.33%
North of England - 3 £32,500 -
North West - 3 £32,500 -
West Midlands - 1 - -
Midlands - 1 - -

For the 6 months to 18 June 2018, 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 60 (95.24%) Linux
2 40 (63.49%) OpenStack
3 36 (57.14%) Docker
4 35 (55.56%) Python
5 34 (53.97%) Kubernetes
6 30 (47.62%) Unix
6 30 (47.62%) Debian
7 28 (44.44%) Open Source
8 24 (38.10%) Degree
9 23 (36.51%) Puppet
9 23 (36.51%) DevOps
10 22 (34.92%) Site Reliability Engineering
10 22 (34.92%) Agile Software Development
11 20 (31.75%) VMware
12 19 (30.16%) IBM
12 19 (30.16%) Amazon AWS
13 16 (25.40%) Ubuntu
14 14 (22.22%) Configuration Management
14 14 (22.22%) Ansible
14 14 (22.22%) Bash Shell
14 14 (22.22%) CoreOS
15 13 (20.63%) Computer Science Degree
15 13 (20.63%) Microsoft Azure
15 13 (20.63%) Google
15 13 (20.63%) Mathematics
15 13 (20.63%) Physics
15 13 (20.63%) Computer Science
15 13 (20.63%) VMware Infrastructure
15 13 (20.63%) Red Hat
15 13 (20.63%) TCP/IP

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 40 (63.49%) OpenStack
2 12 (19.05%) Apache
3 11 (17.46%) nginx
4 6 (9.52%) Tomcat
5 2 (3.17%) CloudStack
5 2 (3.17%) GlassFish
Cloud Services
1 19 (30.16%) Amazon AWS
2 13 (20.63%) Microsoft Azure
3 8 (12.70%) OpenShift
4 6 (9.52%) Google Cloud Platform
5 5 (7.94%) Amazon EC2
5 5 (7.94%) AWS Elastic Beanstalk
5 5 (7.94%) Google App Engine
5 5 (7.94%) Google Compute Engine
6 1 (1.59%) IaaS
6 1 (1.59%) PaaS
Communications & Networking
1 13 (20.63%) TCP/IP
2 7 (11.11%) Internet
3 5 (7.94%) NAS
4 4 (6.35%) Firewall
5 3 (4.76%) DNS
6 2 (3.17%) DHCP
6 2 (3.17%) SAN
6 2 (3.17%) SSH
6 2 (3.17%) SSL
6 2 (3.17%) VLAN
7 1 (1.59%) VSAN
Database & Business Intelligence
1 11 (17.46%) PostgreSQL
2 10 (15.87%) MySQL
3 8 (12.70%) MariaDB
4 7 (11.11%) Apache Cassandra
5 5 (7.94%) Amazon RDS
6 2 (3.17%) Oracle Database
7 1 (1.59%) Big Data
Development Applications
1 12 (19.05%) Git (software)
2 4 (6.35%) Subversion
3 3 (4.76%) Jenkins
4 1 (1.59%) GCC
General
1 10 (15.87%) Retail
2 1 (1.59%) Finance
Job Titles
1 18 (28.57%) DevOps Engineer
2 15 (23.81%) Administrator
3 14 (22.22%) Cloud Engineer
4 13 (20.63%) Systems Administrator
5 10 (15.87%) Linux Engineer
6 9 (14.29%) Team Leader
7 8 (12.70%) Operations Team Leader
7 8 (12.70%) Systems Engineer
7 8 (12.70%) Unix Administrator
7 8 (12.70%) Unix Systems Administrator
8 7 (11.11%) Linux Systems Engineer
9 5 (7.94%) Linux Administrator
9 5 (7.94%) Linux Systems Administrator
9 5 (7.94%) Platform Engineer
10 4 (6.35%) Unix Team Leader
11 3 (4.76%) Infrastructure Engineer
11 3 (4.76%) Operations Manager
11 3 (4.76%) Senior Infrastructure Engineer
11 3 (4.76%) Technical Leader
11 3 (4.76%) Unix Operations Team Leader
Libraries, Frameworks & Software Standards
1 9 (14.29%) LAMP
1 9 (14.29%) LEMP Stack
2 7 (11.11%) Web Services
3 4 (6.35%) Velocity
4 2 (3.17%) LAPP Stack
4 2 (3.17%) LDAP
4 2 (3.17%) OAuth
4 2 (3.17%) OpenVZ
5 1 (1.59%) Elastic Stack
5 1 (1.59%) RESTful
Miscellaneous
1 13 (20.63%) Computer Science
2 9 (14.29%) Self-Motivation
3 7 (11.11%) Internet of Things
4 6 (9.52%) Enterprise Storage
5 4 (6.35%) Private Cloud
5 4 (6.35%) Replication
6 2 (3.17%) Clustering
6 2 (3.17%) Data Centre
6 2 (3.17%) Wiki
7 1 (1.59%) Greenfield Project
7 1 (1.59%) Hybrid Cloud
Operating Systems
1 60 (95.24%) Linux
2 30 (47.62%) Debian
2 30 (47.62%) Unix
3 16 (25.40%) Ubuntu
4 14 (22.22%) CoreOS
5 12 (19.05%) CentOS
6 11 (17.46%) AIX
7 5 (7.94%) Windows
8 2 (3.17%) FreeBSD
8 2 (3.17%) OpenBSD
8 2 (3.17%) Solaris
8 2 (3.17%) VMS
9 1 (1.59%) Red Hat Enterprise Linux
Processes & Methodologies
1 28 (44.44%) Open Source
2 23 (36.51%) DevOps
3 22 (34.92%) Agile Software Development
3 22 (34.92%) Site Reliability Engineering
4 14 (22.22%) Configuration Management
5 13 (20.63%) Mathematics
5 13 (20.63%) Physics
6 12 (19.05%) Server Building
7 9 (14.29%) Continuous Integration
7 9 (14.29%) Disaster Recovery
7 9 (14.29%) Prototyping
7 9 (14.29%) Software Engineering
8 8 (12.70%) Tech Ops
9 7 (11.11%) Performance Tuning
10 6 (9.52%) Capacity Planning
10 6 (9.52%) Scrum
11 5 (7.94%) Performance Monitoring
12 4 (6.35%) ITIL
12 4 (6.35%) Load Balancing
12 4 (6.35%) Problem-Solving
Programming Languages
1 35 (55.56%) Python
2 14 (22.22%) Bash Shell
3 11 (17.46%) Perl
4 8 (12.70%) Go
5 4 (6.35%) PHP
6 2 (3.17%) PowerShell
6 2 (3.17%) Shell Script
7 1 (1.59%) SQL
Qualifications
1 24 (38.10%) Degree
2 13 (20.63%) Computer Science Degree
Quality Assurance & Compliance
1 7 (11.11%) Cyber Essentials
1 7 (11.11%) Cyber Essentials PLUS
1 7 (11.11%) ISO 14001
1 7 (11.11%) ISO 9001
1 7 (11.11%) ISO/IEC 27001
2 1 (1.59%) SLA
System Software
1 36 (57.14%) Docker
2 13 (20.63%) VMware Infrastructure
3 9 (14.29%) KVM
4 8 (12.70%) Postfix
5 7 (11.11%) Dovecot
6 5 (7.94%) VMware ESXi
7 2 (3.17%) Corosync
7 2 (3.17%) DRBD
7 2 (3.17%) iptables
7 2 (3.17%) Varnish
8 1 (1.59%) VMware NSX
8 1 (1.59%) vSphere
Systems Management
1 34 (53.97%) Kubernetes
2 23 (36.51%) Puppet
3 14 (22.22%) Ansible
4 7 (11.11%) Galera Cluster
4 7 (11.11%) Icinga
5 2 (3.17%) Cacti
5 2 (3.17%) Munin
5 2 (3.17%) Nagios
5 2 (3.17%) Nessus
5 2 (3.17%) NetBackup
5 2 (3.17%) Pacemaker
5 2 (3.17%) yum
6 1 (1.59%) vRealize
Vendors
1 20 (31.75%) VMware
2 19 (30.16%) IBM
3 13 (20.63%) Google
3 13 (20.63%) Red Hat
4 11 (17.46%) NetApp
5 8 (12.70%) Juniper
6 7 (11.11%) Scality
7 4 (6.35%) Oracle
8 2 (3.17%) Percona
8 2 (3.17%) SolarWinds
8 2 (3.17%) Veeam
9 1 (1.59%) F5
9 1 (1.59%) Infoblox
9 1 (1.59%) Microsoft