Period
to 17 October 2017

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 17 October 2017 with a comparison to the same period in the previous 2 years.

Ceph
UK
6 months to
17 Oct 2017
Same period 2016 Same period 2015
Rank 1135 1208 1287
Rank change year-on-year +73 +79 +29
Permanent jobs citing Ceph 42 33 10
As % of all permanent IT jobs advertised in the UK 0.024% 0.017% 0.005%
As % of the System Software category 0.18% 0.14% 0.040%
Number of salaries quoted 35 27 9
UK median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +10.00%
10th Percentile £42,500 £44,150 £40,600
90th Percentile £80,000 £69,500 £92,750
UK excluding London median annual salary £60,000 £55,000 £47,500
% change year-on-year +9.09% +15.79% +5.56%

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 22878 23937 24840
As % of all permanent IT jobs advertised in the UK 13.08% 12.47% 11.40%
Number of salaries quoted 19272 20159 20679
UK median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +1.27%
10th Percentile £23,750 £23,500 £22,750
90th Percentile £75,000 £71,250 £66,250
UK excluding London median annual salary £39,000 £37,500 £37,500
% change year-on-year +4.00% - +7.14%

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 17 October 2017.

Salary histogram for Ceph in the UK

Ceph
Top 7 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 17 October 2017. 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 +72 42 £60,000 +4.35% 3
London +36 23 £70,000 +7.69%
UK excluding London +48 19 £60,000 +9.09% 3
East of England +20 14 £60,000 - 3
South West +15 4 £37,500 -
Midlands +39 1 £60,000 +14.29%
West Midlands +31 1 £60,000 +14.29%

For the 6 months to 17 October 2017, IT jobs citing Ceph also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Ceph.

1 39 (92.86%) Linux
2 30 (71.43%) Python
3 29 (69.05%) Amazon AWS
3 29 (69.05%) Puppet
4 27 (64.29%) Kubernetes
5 26 (61.90%) Open Source
5 26 (61.90%) Git (software)
6 25 (59.52%) Docker
6 25 (59.52%) Configuration Management
7 23 (54.76%) Unix
8 22 (52.38%) TCP/IP
8 22 (52.38%) Ansible
9 21 (50.00%) OpenStack
10 20 (47.62%) Debian
11 18 (42.86%) Degree
12 17 (40.48%) Windows
13 16 (38.10%) Ubuntu
14 15 (35.71%) DevOps
15 14 (33.33%) Jenkins
15 14 (33.33%) Microsoft
15 14 (33.33%) Grafana
15 14 (33.33%) Task Automation
16 13 (30.95%) Migration
16 13 (30.95%) Continuous Integration
16 13 (30.95%) NAS
17 12 (28.57%) Computer Science
17 12 (28.57%) VMware
17 12 (28.57%) Agile Software Development
17 12 (28.57%) Apache
18 11 (26.19%) Perl

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 21 (50.00%) OpenStack
2 12 (28.57%) Apache
3 8 (19.05%) Traefik
4 4 (9.52%) nginx
5 1 (2.38%) Cloud Foundry
5 1 (2.38%) Elasticsearch
Cloud Services
1 29 (69.05%) Amazon AWS
2 10 (23.81%) Google Cloud Platform
2 10 (23.81%) Google Compute Engine
3 6 (14.29%) Cloud Computing
3 6 (14.29%) GitHub
3 6 (14.29%) Microsoft Azure
4 4 (9.52%) Amazon EC2
4 4 (9.52%) AWS Elastic Beanstalk
4 4 (9.52%) Google App Engine
4 4 (9.52%) OpenShift
Communications & Networking
1 22 (52.38%) TCP/IP
2 13 (30.95%) NAS
3 9 (21.43%) SAN
4 8 (19.05%) BGP
4 8 (19.05%) Kerberos
4 8 (19.05%) LDAP
4 8 (19.05%) Multicast
4 8 (19.05%) Network Security
4 8 (19.05%) OSPF
4 8 (19.05%) SNMP
4 8 (19.05%) tcpdump
4 8 (19.05%) VLAN
5 6 (14.29%) Ethernet
5 6 (14.29%) InfiniBand
Database & Business Intelligence
1 9 (21.43%) MongoDB
2 8 (19.05%) Neo4j
3 5 (11.90%) MySQL
3 5 (11.90%) PostgreSQL
4 4 (9.52%) Amazon RDS
4 4 (9.52%) MariaDB
5 2 (4.76%) Oracle Database
6 1 (2.38%) Redis
Development Applications
1 26 (61.90%) Git (software)
2 14 (33.33%) Jenkins
3 9 (21.43%) Subversion
4 8 (19.05%) GCC
5 6 (14.29%) Mercurial
General
1 2 (4.76%) Finance
2 1 (2.38%) Publishing
Job Titles
1 19 (45.24%) Systems Engineer
2 16 (38.10%) Linux Engineer
3 12 (28.57%) DevOps Engineer
3 12 (28.57%) Linux Systems Engineer
4 10 (23.81%) Administrator
5 8 (19.05%) Systems Administrator
6 7 (16.67%) Senior DevOps
6 7 (16.67%) Senior DevOps Engineer
7 6 (14.29%) Data Engineer
7 6 (14.29%) Network Systems Engineer
7 6 (14.29%) Research Engineer
7 6 (14.29%) Ubuntu Engineer
7 6 (14.29%) Unix Engineer
7 6 (14.29%) Unix Linux Engineer
7 6 (14.29%) Unix Systems Engineer
8 4 (9.52%) AWS Engineer
8 4 (9.52%) Linux Administrator
8 4 (9.52%) Linux Systems Administrator
8 4 (9.52%) Platform Engineer
8 4 (9.52%) Unix Systems Administrator
Libraries, Frameworks & Software Standards
1 8 (19.05%) Kafka
1 8 (19.05%) RESTful
2 6 (14.29%) Elastic Stack
3 4 (9.52%) LAMP
3 4 (9.52%) LEMP Stack
3 4 (9.52%) Web Services
4 2 (4.76%) LAPP Stack
Miscellaneous
1 12 (28.57%) Computer Science
2 6 (14.29%) LIMS
2 6 (14.29%) Management Information System
3 2 (4.76%) Hedge funds
3 2 (4.76%) Replication
Operating Systems
1 39 (92.86%) Linux
2 23 (54.76%) Unix
3 20 (47.62%) Debian
4 17 (40.48%) Windows
5 16 (38.10%) Ubuntu
6 8 (19.05%) CoreOS
6 8 (19.05%) VMS
7 4 (9.52%) AIX
7 4 (9.52%) CentOS
8 1 (2.38%) Red Hat Enterprise Linux
Processes & Methodologies
1 26 (61.90%) Open Source
2 25 (59.52%) Configuration Management
3 15 (35.71%) DevOps
4 14 (33.33%) Task Automation
5 13 (30.95%) Continuous Integration
5 13 (30.95%) Migration
6 12 (28.57%) Agile Software Development
7 10 (23.81%) High Availability
7 10 (23.81%) Mathematics
7 10 (23.81%) Physics
7 10 (23.81%) Software Engineering
8 8 (19.05%) Disaster Recovery
8 8 (19.05%) Network Monitoring
8 8 (19.05%) Prototyping
8 8 (19.05%) Server Building
9 7 (16.67%) Continuous Deployment
10 6 (14.29%) Biology
10 6 (14.29%) Data Analysis
10 6 (14.29%) Data Management
10 6 (14.29%) Information Management
Programming Languages
1 30 (71.43%) Python
2 11 (26.19%) Perl
3 10 (23.81%) Go
4 9 (21.43%) Ruby
5 4 (9.52%) Bash Shell
6 1 (2.38%) C#
6 1 (2.38%) Java
6 1 (2.38%) PowerShell
6 1 (2.38%) Shell Script
Qualifications
1 18 (42.86%) Degree
2 10 (23.81%) Computer Science Degree
3 6 (14.29%) PhD
4 2 (4.76%) CCNA
4 2 (4.76%) CCNP
4 2 (4.76%) Cisco Certification
System Software
1 25 (59.52%) Docker
2 8 (19.05%) Active Directory
2 8 (19.05%) etcd
2 8 (19.05%) iptables
2 8 (19.05%) VMware Infrastructure
3 6 (14.29%) GPFS
3 6 (14.29%) Slurm Workload Manager
4 4 (9.52%) Dovecot
4 4 (9.52%) Postfix
Systems Management
1 29 (69.05%) Puppet
2 27 (64.29%) Kubernetes
3 22 (52.38%) Ansible
4 14 (33.33%) Grafana
5 8 (19.05%) Oracle ZFS
5 8 (19.05%) Prometheus
5 8 (19.05%) Rsyslog
5 8 (19.05%) Terraform
6 7 (16.67%) Opscode Chef
7 6 (14.29%) Icinga
8 4 (9.52%) Galera Cluster
9 1 (2.38%) Kibana
Vendors
1 14 (33.33%) Microsoft
2 12 (28.57%) VMware
3 10 (23.81%) Google
4 6 (14.29%) Intel
4 6 (14.29%) SaltStack
5 5 (11.90%) Red Hat
6 4 (9.52%) IBM
6 4 (9.52%) NetApp
6 4 (9.52%) Scality
7 3 (7.14%) Oracle
8 1 (2.38%) Splunk