Period
to 23 April 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 23 April 2018 with a comparison to the same period in the previous 2 years.

Ceph
UK
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 1111 1145 1232
Rank change year-on-year +34 +87 +67
Permanent jobs citing Ceph 82 34 50
As % of all permanent IT jobs advertised in the UK 0.046% 0.020% 0.025%
As % of the System Software category 0.34% 0.16% 0.20%
Number of salaries quoted 78 11 32
UK median annual salary £57,500 £57,500 £60,000
Median salary % change year-on-year - -4.17% +20.00%
10th Percentile £45,000 £35,000 £37,625
90th Percentile £64,750 £76,250 £67,500
UK excluding London median annual salary £57,500 £55,000 £60,000
% change year-on-year +4.55% -8.33% +20.00%

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 24,298 21,073 24,783
As % of all permanent IT jobs advertised in the UK 13.71% 12.30% 12.19%
Number of salaries quoted 19,776 17,580 20,974
UK median annual salary £46,000 £42,500 £40,457
Median salary % change year-on-year +8.24% +5.05% +1.14%
10th Percentile £25,000 £23,500 £23,000
90th Percentile £78,750 £73,875 £68,750
UK excluding London median annual salary £40,000 £37,500 £37,500
% change year-on-year +6.67% - +4.17%

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 23 April 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 23 April 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 +15 82 £57,500 - 4
UK excluding London +37 70 £57,500 +4.55% 3
East of England +45 59 £60,000 +9.09% 1
London -29 12 £62,500 -7.41% 1
South West -3 8 £50,000 +33.33%
West Midlands - 2 - -
Midlands - 2 - -
North of England - 1 £42,500 - 2
North West - 1 £42,500 - 2

For the 6 months to 23 April 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 76 (92.68%) Linux
2 56 (68.29%) OpenStack
3 50 (60.98%) Docker
4 46 (56.10%) Kubernetes
5 42 (51.22%) Unix
6 41 (50.00%) Open Source
7 39 (47.56%) Python
8 37 (45.12%) Debian
9 36 (43.90%) Amazon AWS
10 34 (41.46%) Degree
11 29 (35.37%) Agile Software Development
12 27 (32.93%) Puppet
13 26 (31.71%) DevOps
13 26 (31.71%) IBM
14 24 (29.27%) Configuration Management
15 22 (26.83%) CoreOS
15 22 (26.83%) Server Building
16 21 (25.61%) Ubuntu
17 20 (24.39%) TCP/IP
18 19 (23.17%) Google
19 17 (20.73%) Microsoft Azure
20 16 (19.51%) Ansible
20 16 (19.51%) VMware
20 16 (19.51%) Mathematics
20 16 (19.51%) Physics
20 16 (19.51%) Computer Science
20 16 (19.51%) Software Engineering
20 16 (19.51%) Disaster Recovery
20 16 (19.51%) Prototyping
20 16 (19.51%) Computer Science Degree

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 56 (68.29%) OpenStack
2 11 (13.41%) Apache
3 9 (10.98%) nginx
4 3 (3.66%) Tomcat
Cloud Services
1 36 (43.90%) Amazon AWS
2 17 (20.73%) Microsoft Azure
3 12 (14.63%) Google Cloud Platform
4 9 (10.98%) Amazon EC2
4 9 (10.98%) AWS Elastic Beanstalk
4 9 (10.98%) Google App Engine
4 9 (10.98%) Google Compute Engine
5 8 (9.76%) OpenShift
Communications & Networking
1 20 (24.39%) TCP/IP
2 9 (10.98%) Internet
3 8 (9.76%) NAS
4 3 (3.66%) SAN
5 2 (2.44%) DHCP
5 2 (2.44%) DNS
5 2 (2.44%) Firewall
5 2 (2.44%) InfiniBand
5 2 (2.44%) SSH
5 2 (2.44%) SSL
5 2 (2.44%) VLAN
Database & Business Intelligence
1 9 (10.98%) Amazon RDS
1 9 (10.98%) Apache Cassandra
1 9 (10.98%) PostgreSQL
2 8 (9.76%) MariaDB
2 8 (9.76%) MySQL
Development Applications
1 13 (15.85%) Git (software)
2 5 (6.10%) Subversion
3 4 (4.88%) Jenkins
4 1 (1.22%) GCC
General
1 15 (18.29%) Retail
2 3 (3.66%) Games
Job Titles
1 25 (30.49%) DevOps Engineer
2 18 (21.95%) Cloud Engineer
2 18 (21.95%) Team Leader
3 16 (19.51%) Administrator
3 16 (19.51%) Operations Team Leader
3 16 (19.51%) Systems Administrator
4 14 (17.07%) Linux Engineer
5 11 (13.41%) Unix Administrator
5 11 (13.41%) Unix Systems Administrator
6 9 (10.98%) Platform Engineer
6 9 (10.98%) Systems Engineer
7 7 (8.54%) Kubernetes Engineer
7 7 (8.54%) Linux Systems Engineer
8 5 (6.10%) Linux Administrator
8 5 (6.10%) Linux Systems Administrator
9 4 (4.88%) Operations Engineer
9 4 (4.88%) Unix Operations Team Leader
9 4 (4.88%) Unix Team Leader
10 3 (3.66%) Senior Cloud Engineer
10 3 (3.66%) Technical Leader
Libraries, Frameworks & Software Standards
1 11 (13.41%) Web Services
2 7 (8.54%) LAMP
2 7 (8.54%) LEMP Stack
3 2 (2.44%) LDAP
3 2 (2.44%) OAuth
4 1 (1.22%) RESTful
Miscellaneous
1 16 (19.51%) Computer Science
2 13 (15.85%) Self-Motivation
3 9 (10.98%) Internet of Things
4 6 (7.32%) Enterprise Storage
5 2 (2.44%) Data Centre
5 2 (2.44%) Field-Programmable Gate Array
5 2 (2.44%) Wiki
Operating Systems
1 76 (92.68%) Linux
2 42 (51.22%) Unix
3 37 (45.12%) Debian
4 22 (26.83%) CoreOS
5 21 (25.61%) Ubuntu
6 12 (14.63%) AIX
7 10 (12.20%) CentOS
8 6 (7.32%) Windows
9 2 (2.44%) VMS
Processes & Methodologies
1 41 (50.00%) Open Source
2 29 (35.37%) Agile Software Development
3 26 (31.71%) DevOps
4 24 (29.27%) Configuration Management
5 22 (26.83%) Server Building
6 16 (19.51%) Disaster Recovery
6 16 (19.51%) Mathematics
6 16 (19.51%) Physics
6 16 (19.51%) Prototyping
6 16 (19.51%) Software Engineering
7 11 (13.41%) Continuous Integration
8 10 (12.20%) Scrum
9 9 (10.98%) Capacity Planning
9 9 (10.98%) Performance Monitoring
9 9 (10.98%) Performance Tuning
10 2 (2.44%) Biology
10 2 (2.44%) Cloud Operations
10 2 (2.44%) Continuous Deployment
10 2 (2.44%) Deployment Automation
10 2 (2.44%) Load Balancing
Programming Languages
1 39 (47.56%) Python
2 12 (14.63%) Bash Shell
3 11 (13.41%) Go
3 11 (13.41%) Perl
4 3 (3.66%) PowerShell
5 2 (2.44%) PHP
6 1 (1.22%) C#
Qualifications
1 34 (41.46%) Degree
2 16 (19.51%) Computer Science Degree
Quality Assurance & Compliance
1 9 (10.98%) Cyber Essentials
1 9 (10.98%) Cyber Essentials PLUS
1 9 (10.98%) ISO 14001
1 9 (10.98%) ISO 9001
1 9 (10.98%) ISO/IEC 27001
System Software
1 50 (60.98%) Docker
2 9 (10.98%) KVM
2 9 (10.98%) VMware Infrastructure
3 8 (9.76%) Postfix
4 7 (8.54%) Dovecot
5 2 (2.44%) GPFS
5 2 (2.44%) NFS
5 2 (2.44%) Slurm Workload Manager
5 2 (2.44%) Varnish
6 1 (1.22%) Hyper-V
6 1 (1.22%) VMware ESXi
Systems Management
1 46 (56.10%) Kubernetes
2 27 (32.93%) Puppet
3 16 (19.51%) Ansible
4 11 (13.41%) Icinga
5 7 (8.54%) Galera Cluster
6 2 (2.44%) Grafana
6 2 (2.44%) Nessus
6 2 (2.44%) NetBackup
6 2 (2.44%) yum
7 1 (1.22%) Opscode Chef
Vendors
1 26 (31.71%) IBM
2 19 (23.17%) Google
3 16 (19.51%) VMware
4 14 (17.07%) Juniper
5 13 (15.85%) NetApp
5 13 (15.85%) Red Hat
6 7 (8.54%) Scality
7 3 (3.66%) Veeam
8 2 (2.44%) SaltStack