Period
to 11 December 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 11 December 2017 with a comparison to the same period in the previous 2 years.

Ceph
UK
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 1139 1172 1277
Rank change year-on-year +33 +105 +37
Permanent jobs citing Ceph 53 41 11
As % of all permanent IT jobs advertised in the UK 0.029% 0.022% 0.005%
As % of the System Software category 0.23% 0.18% 0.045%
Number of salaries quoted 45 18 11
UK median annual salary £60,000 £55,000 £75,000
Median salary % change year-on-year +9.09% -26.67% +50.00%
10th Percentile £52,500 £50,500 £36,000
90th Percentile £64,350 £68,125 £92,500
UK excluding London median annual salary £60,000 £55,000 £45,000
% change year-on-year +9.09% +22.22% -

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 23305 22848 24467
As % of all permanent IT jobs advertised in the UK 12.97% 12.36% 11.35%
Number of salaries quoted 19409 19117 20552
UK median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +2.56%
10th Percentile £24,000 £23,500 £22,500
90th Percentile £75,000 £72,500 £67,500
UK excluding London median annual salary £40,000 £37,500 £37,500
% change year-on-year +6.67% - +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 11 December 2017.

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 11 December 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 +41 53 £60,000 +9.09% 5
UK excluding London +27 39 £60,000 +9.09% 4
East of England +32 35 £60,000 +9.09% 3
London -14 14 £55,000 -21.43% 1
Midlands +15 2 £60,000 +14.29% 1
West Midlands +12 2 £60,000 +14.29% 1
South West +6 1 £40,000 -
North of England +3 1 £42,500 +66.67%
North West -7 1 £42,500 +66.67%

For the 6 months to 11 December 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 47 (88.68%) Linux
2 44 (83.02%) OpenStack
3 35 (66.04%) Amazon AWS
4 34 (64.15%) Docker
4 34 (64.15%) Kubernetes
5 33 (62.26%) Unix
6 32 (60.38%) Python
7 28 (52.83%) Degree
8 27 (50.94%) Open Source
8 27 (50.94%) Configuration Management
9 26 (49.06%) Puppet
10 23 (43.40%) TCP/IP
11 18 (33.96%) Debian
11 18 (33.96%) Ansible
12 17 (32.08%) CoreOS
12 17 (32.08%) Server Building
13 16 (30.19%) Google Cloud Platform
13 16 (30.19%) DevOps
13 16 (30.19%) Computer Science Degree
13 16 (30.19%) Mathematics
13 16 (30.19%) Physics
13 16 (30.19%) Google
13 16 (30.19%) Software Engineering
13 16 (30.19%) Computer Science
14 15 (28.30%) Ubuntu
14 15 (28.30%) Agile Software Development
15 14 (26.42%) Disaster Recovery
15 14 (26.42%) Prototyping
16 13 (24.53%) Google Compute Engine
17 12 (22.64%) IBM

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 44 (83.02%) OpenStack
2 3 (5.66%) Apache
3 2 (3.77%) Traefik
4 1 (1.89%) Cloud Foundry
4 1 (1.89%) Elasticsearch
4 1 (1.89%) nginx
4 1 (1.89%) Tomcat
Cloud Services
1 35 (66.04%) Amazon AWS
2 16 (30.19%) Google Cloud Platform
3 13 (24.53%) Google Compute Engine
4 11 (20.75%) Microsoft Azure
5 7 (13.21%) Amazon EC2
5 7 (13.21%) AWS Elastic Beanstalk
5 7 (13.21%) Google App Engine
6 6 (11.32%) Cloud Computing
6 6 (11.32%) GitHub
7 1 (1.89%) OpenShift
Communications & Networking
1 23 (43.40%) TCP/IP
2 9 (16.98%) NAS
3 8 (15.09%) InfiniBand
4 6 (11.32%) Ethernet
5 3 (5.66%) SAN
6 2 (3.77%) Internet
7 1 (1.89%) BGP
7 1 (1.89%) Kerberos
7 1 (1.89%) LDAP
7 1 (1.89%) Multicast
7 1 (1.89%) Network Security
7 1 (1.89%) OSPF
7 1 (1.89%) SNMP
7 1 (1.89%) tcpdump
7 1 (1.89%) VLAN
Database & Business Intelligence
1 7 (13.21%) Amazon RDS
2 5 (9.43%) PostgreSQL
3 3 (5.66%) MongoDB
4 2 (3.77%) Apache Cassandra
4 2 (3.77%) MySQL
4 2 (3.77%) Neo4j
4 2 (3.77%) Oracle Database
5 1 (1.89%) MariaDB
5 1 (1.89%) Redis
Development Applications
1 12 (22.64%) Git (software)
2 11 (20.75%) Jenkins
3 6 (11.32%) Mercurial
4 4 (7.55%) Subversion
5 2 (3.77%) GCC
General
1 10 (18.87%) Retail
2 3 (5.66%) Games
3 1 (1.89%) Publishing
Job Titles
1 14 (26.42%) DevOps Engineer
2 13 (24.53%) Systems Engineer
3 11 (20.75%) Linux Engineer
4 10 (18.87%) Administrator
5 9 (16.98%) Team Leader
6 8 (15.09%) Data Engineer
6 8 (15.09%) Research Engineer
6 8 (15.09%) Systems Administrator
7 7 (13.21%) Operations Team Leader
7 7 (13.21%) Platform Engineer
7 7 (13.21%) Unix Administrator
7 7 (13.21%) Unix Systems Administrator
8 5 (9.43%) AWS DevOps
8 5 (9.43%) AWS DevOps Engineer
8 5 (9.43%) AWS Engineer
8 5 (9.43%) Cloud Engineer
9 4 (7.55%) Linux Systems Engineer
9 4 (7.55%) Operations Engineer
10 3 (5.66%) DevOps Systems Engineer
11 2 (3.77%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 7 (13.21%) Web Services
2 6 (11.32%) Elastic Stack
3 2 (3.77%) Kafka
3 2 (3.77%) RESTful
4 1 (1.89%) LAMP
4 1 (1.89%) LEMP Stack
Miscellaneous
1 16 (30.19%) Computer Science
2 6 (11.32%) LIMS
2 6 (11.32%) Management Information System
3 2 (3.77%) Field-Programmable Gate Array
3 2 (3.77%) Internet of Things
3 2 (3.77%) Replication
Operating Systems
1 47 (88.68%) Linux
2 33 (62.26%) Unix
3 18 (33.96%) Debian
4 17 (32.08%) CoreOS
5 15 (28.30%) Ubuntu
6 7 (13.21%) AIX
7 6 (11.32%) Windows
8 3 (5.66%) CentOS
9 1 (1.89%) Red Hat Enterprise Linux
9 1 (1.89%) VMS
Processes & Methodologies
1 27 (50.94%) Configuration Management
1 27 (50.94%) Open Source
2 17 (32.08%) Server Building
3 16 (30.19%) DevOps
3 16 (30.19%) Mathematics
3 16 (30.19%) Physics
3 16 (30.19%) Software Engineering
4 15 (28.30%) Agile Software Development
5 14 (26.42%) Disaster Recovery
5 14 (26.42%) Prototyping
6 9 (16.98%) Continuous Integration
7 8 (15.09%) Biology
7 8 (15.09%) Performance Tuning
8 7 (13.21%) Capacity Planning
8 7 (13.21%) Migration
8 7 (13.21%) Performance Monitoring
8 7 (13.21%) Scrum
8 7 (13.21%) Task Automation
9 6 (11.32%) Collaborative Working
9 6 (11.32%) Proactive Monitoring
Programming Languages
1 32 (60.38%) Python
2 10 (18.87%) Perl
3 7 (13.21%) Go
4 3 (5.66%) Bash Shell
4 3 (5.66%) PowerShell
5 2 (3.77%) C#
5 2 (3.77%) Ruby
6 1 (1.89%) Java
6 1 (1.89%) Shell Script
Qualifications
1 28 (52.83%) Degree
2 16 (30.19%) Computer Science Degree
3 6 (11.32%) PhD
Quality Assurance & Compliance
1 2 (3.77%) Cyber Essentials
1 2 (3.77%) Cyber Essentials PLUS
1 2 (3.77%) ISO 14001
1 2 (3.77%) ISO 9001
1 2 (3.77%) ISO/IEC 27001
System Software
1 34 (64.15%) Docker
2 8 (15.09%) GPFS
2 8 (15.09%) Slurm Workload Manager
3 2 (3.77%) etcd
3 2 (3.77%) iptables
3 2 (3.77%) KVM
3 2 (3.77%) NFS
3 2 (3.77%) VMware Infrastructure
4 1 (1.89%) Active Directory
4 1 (1.89%) Dovecot
4 1 (1.89%) Hyper-V
4 1 (1.89%) Postfix
Systems Management
1 34 (64.15%) Kubernetes
2 26 (49.06%) Puppet
3 18 (33.96%) Ansible
4 10 (18.87%) Grafana
4 10 (18.87%) Icinga
5 8 (15.09%) Opscode Chef
6 2 (3.77%) Prometheus
6 2 (3.77%) Terraform
7 1 (1.89%) Galera Cluster
7 1 (1.89%) Kibana
7 1 (1.89%) Oracle ZFS
7 1 (1.89%) Rsyslog
Vendors
1 16 (30.19%) Google
2 12 (22.64%) IBM
3 8 (15.09%) NetApp
3 8 (15.09%) SaltStack
4 7 (13.21%) Microsoft
5 6 (11.32%) Intel
5 6 (11.32%) Red Hat
6 5 (9.43%) Juniper
7 3 (5.66%) Oracle
7 3 (5.66%) VMware
8 1 (1.89%) Scality
8 1 (1.89%) Splunk
8 1 (1.89%) Veeam