Period
to 28 September 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 28 September 2021 with a comparison to the same period in the previous 2 years.

Ceph
UK > England
6 months to
28 Sep 2021
Same period 2020 Same period 2019
Rank 948 653 1047
Rank change year-on-year -295 +394 +73
Permanent jobs citing Ceph 27 12 31
As % of all permanent jobs advertised in England 0.025% 0.027% 0.024%
As % of the System Software category 0.13% 0.14% 0.14%
Number of salaries quoted 23 12 29
10th Percentile " £28,550 £31,500
25th Percentile £50,000 £44,375 £40,000
Median annual salary (50th Percentile) £60,000 £50,000 £57,500
Median % change year-on-year +20.00% -13.04% -4.17%
75th Percentile £113,750 £53,125 £65,000
90th Percentile £120,000 £61,750 £78,750
UK median annual salary £67,500 £50,000 £57,500
% change year-on-year +35.00% -13.04% -4.17%

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 advertised in England with a requirement for system software skills.

All System Software Skills
England
Permanent vacancies with a requirement for system software skills 20,086 8,327 22,624
As % of all permanent IT jobs advertised in England 18.54% 18.84% 17.56%
Number of salaries quoted 13,844 7,154 18,859
10th Percentile £28,500 £31,250 £25,500
25th Percentile £38,750 £41,117 £32,813
Median annual salary (50th Percentile) £57,500 £55,000 £50,000
Median % change year-on-year +4.55% +10.00% -
75th Percentile £77,500 £75,000 £70,000
90th Percentile £95,000 £90,000 £85,000
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

Ceph
Job Vacancy Trend in England

Job postings citing Ceph as a proportion of all IT jobs advertised in England.

Job vacancy trend for Ceph in England

Ceph
Salary Trend in England

3-month moving average salary quoted in jobs citing Ceph in England.

Salary trend for Ceph in England

Ceph
Salary Histogram in England

Salary distribution for jobs citing Ceph in England over the 6 months to 28 September 2021.

Salary histogram for Ceph in England

Ceph
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ceph within the England region over the 6 months to 28 September 2021. 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
London - 22 £83,750 - 3
North West - 3 £59,000 - 1
North of England - 3 £59,000 - 1
South West -116 2 - - 2
Ceph
UK

For the 6 months to 28 September 2021, 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 across the England region with a requirement for Ceph.

1 20 (74.07%) Azure
1 20 (74.07%) AWS
2 19 (70.37%) Kubernetes
3 16 (59.26%) Agile Software Development
4 15 (55.56%) Git (software)
5 14 (51.85%) Open Source
5 14 (51.85%) Computer Science
5 14 (51.85%) NoSQL
5 14 (51.85%) Node.js
5 14 (51.85%) Ansible
5 14 (51.85%) Scrum
5 14 (51.85%) C#
5 14 (51.85%) SQL
6 13 (48.15%) Configuration Management
6 13 (48.15%) GCP
7 12 (44.44%) Linux
7 12 (44.44%) Python
7 12 (44.44%) Docker
7 12 (44.44%) Puppet
8 11 (40.74%) ZABBIX
8 11 (40.74%) TDD
8 11 (40.74%) GitLab
8 11 (40.74%) DevOps
8 11 (40.74%) Elastic Stack
8 11 (40.74%) Prometheus
8 11 (40.74%) Site Reliability Engineering
8 11 (40.74%) Observability
8 11 (40.74%) MinIO
9 10 (37.04%) Public Cloud
10 9 (33.33%) Microservices

Ceph
Co-occurring IT Skills in England 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 7 (25.93%) Cloud Foundry
1 7 (25.93%) IIS
2 5 (18.52%) OpenStack
3 4 (14.81%) Elasticsearch
Cloud Services
1 20 (74.07%) AWS
1 20 (74.07%) Azure
2 13 (48.15%) GCP
3 11 (40.74%) MinIO
4 9 (33.33%) GitHub
4 9 (33.33%) OpenShift
5 7 (25.93%) Amazon EC2
5 7 (25.93%) Amazon EKS
5 7 (25.93%) Amazon S3
5 7 (25.93%) IBM Cloud
5 7 (25.93%) PaaS
5 7 (25.93%) Stackdriver
6 4 (14.81%) Amazon ECS
Communications & Networking
1 8 (29.63%) Firewall
2 7 (25.93%) Network Security
2 7 (25.93%) SAN
2 7 (25.93%) SD-WAN
2 7 (25.93%) VPN
2 7 (25.93%) VSAN
3 2 (7.41%) DNS
3 2 (7.41%) HTTP
4 1 (3.70%) Junos
Database & Business Intelligence
1 14 (51.85%) NoSQL
2 7 (25.93%) Big Data
2 7 (25.93%) Data Warehouse
2 7 (25.93%) MariaDB
2 7 (25.93%) MongoDB
2 7 (25.93%) MySQL
2 7 (25.93%) SQL Server
2 7 (25.93%) SQL Server 2012
2 7 (25.93%) SQL Server Reporting Services
3 4 (14.81%) Apache Cassandra
3 4 (14.81%) InfluxDB
3 4 (14.81%) ObjectStore
Development Applications
1 15 (55.56%) Git (software)
2 11 (40.74%) GitLab
3 9 (33.33%) Jenkins
4 7 (25.93%) Bitbucket
4 7 (25.93%) Jasmine
4 7 (25.93%) JIRA
4 7 (25.93%) Mocha
4 7 (25.93%) MSTest
4 7 (25.93%) Visual Studio
4 7 (25.93%) Visual Studio Code
General
1 8 (29.63%) Social Skills
2 7 (25.93%) Back Office
2 7 (25.93%) Marketing
2 7 (25.93%) Presentation Skills
2 7 (25.93%) Retail
3 5 (18.52%) Finance
4 3 (11.11%) Telecoms
Job Titles
1 7 (25.93%) .NET Developer
1 7 (25.93%) Developer
1 7 (25.93%) E-Commerce Developer
1 7 (25.93%) ERP Developer
2 3 (11.11%) Consultant
2 3 (11.11%) DevOps Consultant
2 3 (11.11%) Infrastructure Engineer
2 3 (11.11%) Infrastructure Specialist
2 3 (11.11%) Network Specialist
3 2 (7.41%) Architect
3 2 (7.41%) Cloud Architect
3 2 (7.41%) Cloud Specialist
3 2 (7.41%) Linux Engineer
3 2 (7.41%) Linux Infrastructure Engineer
3 2 (7.41%) Linux Specialist
4 1 (3.70%) Cloud Engineer
4 1 (3.70%) Kubernetes Architect
4 1 (3.70%) Linux Systems Administrator
4 1 (3.70%) Mobile Engineer
4 1 (3.70%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 14 (51.85%) Node.js
2 11 (40.74%) Elastic Stack
3 7 (25.93%) .NET
3 7 (25.93%) Ajax
3 7 (25.93%) AngularJS
3 7 (25.93%) CSS
3 7 (25.93%) CSS3
3 7 (25.93%) EDI
3 7 (25.93%) HTML
3 7 (25.93%) HTML5
3 7 (25.93%) Jest
3 7 (25.93%) jQuery
3 7 (25.93%) JSON
3 7 (25.93%) Kafka
3 7 (25.93%) KnockoutJS
3 7 (25.93%) RabbitMQ
3 7 (25.93%) React
3 7 (25.93%) REST
3 7 (25.93%) Twitter Bootstrap
3 7 (25.93%) Vue.js
Miscellaneous
1 10 (37.04%) Public Cloud
2 8 (29.63%) Cloud Native
3 7 (25.93%) Self-Motivation
3 7 (25.93%) User Experience
4 4 (14.81%) Linux Command Line
Operating Systems
1 12 (44.44%) Linux
2 3 (11.11%) Windows
3 2 (7.41%) Ubuntu
3 2 (7.41%) Unix
4 1 (3.70%) HPUX
4 1 (3.70%) Solaris
4 1 (3.70%) Windows Server
Processes & Methodologies
1 16 (59.26%) Agile Software Development
2 14 (51.85%) Computer Science
2 14 (51.85%) Open Source
2 14 (51.85%) Scrum
3 13 (48.15%) Configuration Management
4 11 (40.74%) DevOps
4 11 (40.74%) Observability
4 11 (40.74%) Site Reliability Engineering
4 11 (40.74%) TDD
5 9 (33.33%) Load Balancing
5 9 (33.33%) Microservices
5 9 (33.33%) Problem-Solving
6 7 (25.93%) Artificial Intelligence
6 7 (25.93%) ERP
6 7 (25.93%) Integration Testing
6 7 (25.93%) Machine Learning
6 7 (25.93%) Mobile Commerce
6 7 (25.93%) MVC
6 7 (25.93%) Refactoring
6 7 (25.93%) Web Development
Programming Languages
1 14 (51.85%) C#
1 14 (51.85%) SQL
2 12 (44.44%) Python
3 9 (33.33%) Go
4 7 (25.93%) Java
4 7 (25.93%) JavaScript
5 4 (14.81%) Shell Script
6 3 (11.11%) Perl
7 1 (3.70%) Bash Shell
Qualifications
1 8 (29.63%) Degree
2 7 (25.93%) Master's Degree
System Software
1 12 (44.44%) Docker
2 7 (25.93%) KVM
2 7 (25.93%) VMware ESXi
3 6 (22.22%) VMware Infrastructure
4 4 (14.81%) NFS
5 2 (7.41%) Active Directory
Systems Management
1 19 (70.37%) Kubernetes
2 14 (51.85%) Ansible
3 12 (44.44%) Puppet
4 11 (40.74%) Prometheus
4 11 (40.74%) ZABBIX
5 8 (29.63%) Opscode Chef
6 7 (25.93%) Galera Cluster
6 7 (25.93%) Salt
6 7 (25.93%) vCenter Server
7 4 (14.81%) Grafana
7 4 (14.81%) Graylog
7 4 (14.81%) Icinga
7 4 (14.81%) Nagios
8 2 (7.41%) Terraform
9 1 (3.70%) Docker Swarm
Vendors
1 9 (33.33%) Red Hat
2 8 (29.63%) VMware
3 7 (25.93%) AppDynamics
3 7 (25.93%) Dynatrace
3 7 (25.93%) Google
3 7 (25.93%) IBM
3 7 (25.93%) Microsoft
3 7 (25.93%) Percona
3 7 (25.93%) SAP
4 6 (22.22%) Juniper
5 4 (14.81%) Cisco
5 4 (14.81%) Dell
5 4 (14.81%) EMC
5 4 (14.81%) HP
5 4 (14.81%) NetApp
5 4 (14.81%) Splunk
6 2 (7.41%) Ericsson
6 2 (7.41%) F5
6 2 (7.41%) Oracle
7 1 (3.70%) BT