Period
to 24 February 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 24 February 2018 with a comparison to the same period in the previous 2 years.

Ceph
UK
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 1086 1134 1266
Rank change year-on-year +48 +132 +31
Permanent jobs citing Ceph 86 38 38
As % of all permanent IT jobs advertised in the UK 0.049% 0.022% 0.018%
As % of the System Software category 0.37% 0.18% 0.15%
Number of salaries quoted 76 9 24
UK median annual salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.35% - +15.00%
10th Percentile £50,625 £43,850 £39,725
90th Percentile £64,750 £62,250 £80,000
UK excluding London median annual salary £60,000 £56,250 £55,000
% change year-on-year +6.67% +2.27% +37.50%

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 23,467 21,540 24,945
As % of all permanent IT jobs advertised in the UK 13.40% 12.26% 11.82%
Number of salaries quoted 19,372 17,879 21,044
UK median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £24,250 £23,250 £22,750
90th Percentile £77,500 £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 24 February 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 24 February 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 +55 86 £60,000 +4.35% 9
UK excluding London +47 67 £60,000 +6.67% 6
East of England +62 61 £60,000 +9.09% 4
London -6 19 £62,500 - 3
South West -3 3 £50,000 - 1
Midlands +17 2 - -
West Midlands +10 2 - -
North West +7 1 £42,500 +66.67%
North of England +1 1 £42,500 +66.67%

For the 6 months to 24 February 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 78 (90.70%) Linux
2 68 (79.07%) OpenStack
3 52 (60.47%) Unix
4 51 (59.30%) Docker
5 50 (58.14%) Kubernetes
6 46 (53.49%) Degree
6 46 (53.49%) Python
7 45 (52.33%) Amazon AWS
7 45 (52.33%) Open Source
8 36 (41.86%) Configuration Management
9 35 (40.70%) Debian
10 34 (39.53%) Puppet
11 31 (36.05%) Agile Software Development
12 30 (34.88%) TCP/IP
13 28 (32.56%) Google
13 28 (32.56%) CoreOS
13 28 (32.56%) DevOps
13 28 (32.56%) Server Building
14 25 (29.07%) IBM
15 24 (27.91%) Ubuntu
16 23 (26.74%) Mathematics
16 23 (26.74%) Physics
16 23 (26.74%) Computer Science
16 23 (26.74%) Software Engineering
16 23 (26.74%) Computer Science Degree
17 22 (25.58%) Prototyping
17 22 (25.58%) Disaster Recovery
18 21 (24.42%) Google Cloud Platform
19 18 (20.93%) Google Compute Engine
20 17 (19.77%) Microsoft Azure

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 68 (79.07%) OpenStack
2 4 (4.65%) Apache
3 2 (2.33%) nginx
4 1 (1.16%) Cloud Foundry
4 1 (1.16%) Elasticsearch
4 1 (1.16%) Tomcat
Cloud Services
1 45 (52.33%) Amazon AWS
2 21 (24.42%) Google Cloud Platform
3 18 (20.93%) Google Compute Engine
4 17 (19.77%) Microsoft Azure
5 12 (13.95%) Amazon EC2
5 12 (13.95%) AWS Elastic Beanstalk
5 12 (13.95%) Google App Engine
6 6 (6.98%) Cloud Computing
6 6 (6.98%) GitHub
7 3 (3.49%) OpenShift
Communications & Networking
1 30 (34.88%) TCP/IP
2 10 (11.63%) NAS
3 9 (10.47%) Internet
4 8 (9.30%) InfiniBand
5 6 (6.98%) Ethernet
6 2 (2.33%) SAN
Database & Business Intelligence
1 12 (13.95%) Amazon RDS
2 11 (12.79%) PostgreSQL
3 9 (10.47%) Apache Cassandra
4 4 (4.65%) MySQL
5 3 (3.49%) MariaDB
6 1 (1.16%) MongoDB
6 1 (1.16%) Oracle Database
6 1 (1.16%) Redis
Development Applications
1 12 (13.95%) Git (software)
2 10 (11.63%) Jenkins
3 6 (6.98%) Mercurial
4 3 (3.49%) Subversion
5 1 (1.16%) GCC
General
1 16 (18.60%) Retail
2 3 (3.49%) Games
3 1 (1.16%) Publishing
Job Titles
1 26 (30.23%) DevOps Engineer
2 17 (19.77%) Team Leader
3 15 (17.44%) Administrator
3 15 (17.44%) Kubernetes Engineer
3 15 (17.44%) Linux Engineer
3 15 (17.44%) Operations Team Leader
4 14 (16.28%) Systems Administrator
5 13 (15.12%) Systems Engineer
6 12 (13.95%) Platform Engineer
6 12 (13.95%) Unix Administrator
6 12 (13.95%) Unix Systems Administrator
7 11 (12.79%) Cloud Engineer
8 8 (9.30%) Data Engineer
8 8 (9.30%) Research Engineer
9 5 (5.81%) AWS DevOps
9 5 (5.81%) AWS DevOps Engineer
9 5 (5.81%) AWS Engineer
9 5 (5.81%) Linux Systems Engineer
10 4 (4.65%) Operations Engineer
11 3 (3.49%) Unix Operations Team Leader
Libraries, Frameworks & Software Standards
1 12 (13.95%) Web Services
2 6 (6.98%) Elastic Stack
3 2 (2.33%) LAMP
3 2 (2.33%) LEMP Stack
4 1 (1.16%) RESTful
Miscellaneous
1 23 (26.74%) Computer Science
2 9 (10.47%) Internet of Things
3 6 (6.98%) LIMS
3 6 (6.98%) Management Information System
4 3 (3.49%) Enterprise Storage
5 2 (2.33%) Field-Programmable Gate Array
6 1 (1.16%) Replication
Operating Systems
1 78 (90.70%) Linux
2 52 (60.47%) Unix
3 35 (40.70%) Debian
4 28 (32.56%) CoreOS
5 24 (27.91%) Ubuntu
6 12 (13.95%) AIX
7 5 (5.81%) CentOS
8 4 (4.65%) Windows
Processes & Methodologies
1 45 (52.33%) Open Source
2 36 (41.86%) Configuration Management
3 31 (36.05%) Agile Software Development
4 28 (32.56%) DevOps
4 28 (32.56%) Server Building
5 23 (26.74%) Mathematics
5 23 (26.74%) Physics
5 23 (26.74%) Software Engineering
6 22 (25.58%) Disaster Recovery
6 22 (25.58%) Prototyping
7 15 (17.44%) Continuous Integration
8 13 (15.12%) Performance Tuning
8 13 (15.12%) Scrum
9 12 (13.95%) Capacity Planning
9 12 (13.95%) Performance Monitoring
10 8 (9.30%) Biology
11 6 (6.98%) Data Analysis
11 6 (6.98%) Data Management
11 6 (6.98%) Information Management
11 6 (6.98%) Migration
Programming Languages
1 46 (53.49%) Python
2 12 (13.95%) Go
3 11 (12.79%) Perl
4 5 (5.81%) Bash Shell
5 3 (3.49%) PowerShell
6 1 (1.16%) C#
6 1 (1.16%) Java
6 1 (1.16%) Ruby
6 1 (1.16%) Shell Script
Qualifications
1 46 (53.49%) Degree
2 23 (26.74%) Computer Science Degree
3 6 (6.98%) PhD
Quality Assurance & Compliance
1 9 (10.47%) Cyber Essentials
1 9 (10.47%) Cyber Essentials PLUS
1 9 (10.47%) ISO 14001
1 9 (10.47%) ISO 9001
1 9 (10.47%) ISO/IEC 27001
System Software
1 51 (59.30%) Docker
2 9 (10.47%) KVM
3 8 (9.30%) GPFS
3 8 (9.30%) Slurm Workload Manager
4 4 (4.65%) VMware Infrastructure
5 3 (3.49%) Postfix
6 2 (2.33%) Dovecot
6 2 (2.33%) NFS
7 1 (1.16%) Hyper-V
7 1 (1.16%) VMware ESXi
Systems Management
1 50 (58.14%) Kubernetes
2 34 (39.53%) Puppet
3 17 (19.77%) Ansible
3 17 (19.77%) Icinga
4 8 (9.30%) Grafana
4 8 (9.30%) Opscode Chef
5 2 (2.33%) Galera Cluster
6 1 (1.16%) Kibana
Vendors
1 28 (32.56%) Google
2 25 (29.07%) IBM
3 13 (15.12%) Juniper
3 13 (15.12%) NetApp
4 8 (9.30%) Red Hat
4 8 (9.30%) SaltStack
5 6 (6.98%) Intel
5 6 (6.98%) Microsoft
5 6 (6.98%) VMware
6 2 (2.33%) Oracle
6 2 (2.33%) Scality
7 1 (1.16%) Splunk
7 1 (1.16%) Veeam