Period
to 16 April 2021

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 16 April 2021 with a comparison to the same period in the previous 2 years.

Ceph
UK
6 months to
16 Apr 2021
Same period 2020 Same period 2019
Rank 842 963 1113
Rank change year-on-year +121 +150 +21
Permanent jobs citing Ceph 11 14 13
As % of all permanent jobs advertised in the UK 0.013% 0.013% 0.009%
As % of the System Software category 0.070% 0.073% 0.054%
Number of salaries quoted 9 14 7
10th Percentile " £27,525 £43,000
25th Percentile £31,250 £41,250 £56,250
Median annual salary (50th Percentile) £55,000 £48,750 £75,000
Median % change year-on-year +12.82% -35.00% +30.43%
75th Percentile £71,250 £60,000 £90,000
90th Percentile £78,750 £78,750 £96,000
UK excluding London median annual salary £32,500 £47,500 £50,000
% change year-on-year -31.58% -5.00% -13.04%

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 15,621 19,183 24,028
As % of all permanent IT jobs advertised in the UK 18.60% 17.15% 16.16%
Number of salaries quoted 12,695 15,805 19,700
10th Percentile £30,000 £26,250 £26,000
25th Percentile £39,000 £35,000 £33,750
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - +11.11%
75th Percentile £75,000 £70,000 £68,750
90th Percentile £90,000 £86,250 £83,750
UK excluding London median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% +6.25%

Ceph
Job Vacancy Trend

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

Job vacancy trend for Ceph in the UK

Ceph
Salary Trend

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

Salary trend for Ceph in the UK

Ceph
Salary Histogram

Salary distribution for jobs citing Ceph over the 6 months to 16 April 2021.

Salary histogram for Ceph in the UK

Ceph
Top 5 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 16 April 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
England +143 9 £52,606 +10.75% 6
UK excluding London +93 5 £32,500 -31.58% 3
South West +6 5 £32,500 -31.58% 2
London +107 4 £53,803 -32.75% 3
Work from Home -126 4 £72,500 -17.14% 2

For the 6 months to 16 April 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 with a requirement for Ceph.

1 10 (90.91%) Linux
2 9 (81.82%) Python
3 8 (72.73%) Ubuntu
3 8 (72.73%) AWS
4 7 (63.64%) Bash Shell
4 7 (63.64%) PowerShell
4 7 (63.64%) Red Hat
4 7 (63.64%) VMware
5 6 (54.55%) Debian
5 6 (54.55%) Shell Script
5 6 (54.55%) CentOS
5 6 (54.55%) Azure
5 6 (54.55%) KVM
6 5 (45.45%) Ansible
6 5 (45.45%) Puppet
6 5 (45.45%) VMware Infrastructure
6 5 (45.45%) Hyper-V
6 5 (45.45%) Git (software)
6 5 (45.45%) Xen
6 5 (45.45%) Clustering
6 5 (45.45%) Ruby
6 5 (45.45%) Windows
6 5 (45.45%) Perl
6 5 (45.45%) Oracle ZFS
6 5 (45.45%) Btrfs
6 5 (45.45%) DRBD
7 4 (36.36%) MinIO
7 4 (36.36%) GCP
7 4 (36.36%) Kubernetes
7 4 (36.36%) Nagios

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 3 (27.27%) Apache
1 3 (27.27%) OpenStack
2 2 (18.18%) Elasticsearch
2 2 (18.18%) nginx
2 2 (18.18%) Traefik
3 1 (9.09%) IIS
Cloud Services
1 8 (72.73%) AWS
2 6 (54.55%) Azure
3 4 (36.36%) GCP
3 4 (36.36%) MinIO
4 2 (18.18%) Amazon ECS
4 2 (18.18%) Amazon EKS
4 2 (18.18%) AWS CodePipeline
4 2 (18.18%) OpenShift
5 1 (9.09%) Amazon EC2
5 1 (9.09%) Amazon S3
5 1 (9.09%) Cloud Computing
5 1 (9.09%) GitHub
Communications & Networking
1 2 (18.18%) Calico
1 2 (18.18%) DHCP
1 2 (18.18%) Firewall
2 1 (9.09%) DNS
2 1 (9.09%) Internet
2 1 (9.09%) iSCSI
2 1 (9.09%) Network Security
2 1 (9.09%) Spanning Tree
2 1 (9.09%) TCP/IP
2 1 (9.09%) VLAN
Database & Business Intelligence
1 2 (18.18%) Apache Cassandra
1 2 (18.18%) CouchDB
1 2 (18.18%) InfluxDB
1 2 (18.18%) ObjectStore
2 1 (9.09%) Big Data
2 1 (9.09%) Data Warehouse
2 1 (9.09%) MariaDB
2 1 (9.09%) MongoDB
2 1 (9.09%) MySQL
2 1 (9.09%) NoSQL
2 1 (9.09%) SQL Server
2 1 (9.09%) SQL Server 2012
2 1 (9.09%) SQL Server Reporting Services
Development Applications
1 5 (45.45%) Git (software)
2 2 (18.18%) CircleCI
2 2 (18.18%) Jenkins
2 2 (18.18%) Spinnaker
3 1 (9.09%) Bitbucket
3 1 (9.09%) Jasmine
3 1 (9.09%) JIRA
3 1 (9.09%) Mocha
3 1 (9.09%) MSTest
3 1 (9.09%) Visual Studio
3 1 (9.09%) Visual Studio Code
General
1 2 (18.18%) Finance
2 1 (9.09%) Back Office
2 1 (9.09%) Marketing
2 1 (9.09%) Retail
Job Titles
1 5 (45.45%) Linux Engineer
2 3 (27.27%) Consultant
3 2 (18.18%) DevOps Consultant
3 2 (18.18%) Principal Consultant
3 2 (18.18%) Senior Consultant
3 2 (18.18%) Senior DevOps
3 2 (18.18%) Senior DevOps Consultant
3 2 (18.18%) Service Desk Engineer
4 1 (9.09%) .NET Developer
4 1 (9.09%) Cloud Engineer
4 1 (9.09%) E-Commerce Developer
4 1 (9.09%) ERP Developer
4 1 (9.09%) IT Engineer
4 1 (9.09%) IT Support
4 1 (9.09%) IT Support Engineer
4 1 (9.09%) Linux Consultant
4 1 (9.09%) Linux Infrastructure Engineer
4 1 (9.09%) Linux Support
4 1 (9.09%) Linux Systems Engineer
4 1 (9.09%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 2 (18.18%) .NET
1 2 (18.18%) Elastic Stack
2 1 (9.09%) Ajax
2 1 (9.09%) AngularJS
2 1 (9.09%) CSS
2 1 (9.09%) CSS3
2 1 (9.09%) EDI
2 1 (9.09%) HTML5
2 1 (9.09%) Jest
2 1 (9.09%) jQuery
2 1 (9.09%) JSON
2 1 (9.09%) KnockoutJS
2 1 (9.09%) libvirt
2 1 (9.09%) Node.js
2 1 (9.09%) React
2 1 (9.09%) REST
2 1 (9.09%) Twitter Bootstrap
2 1 (9.09%) Vue.js
2 1 (9.09%) Web Services
2 1 (9.09%) XML
Miscellaneous
1 5 (45.45%) Clustering
2 2 (18.18%) Cloud Native
2 2 (18.18%) Linux Command Line
3 1 (9.09%) Self-Motivation
3 1 (9.09%) User Experience
Operating Systems
1 10 (90.91%) Linux
2 8 (72.73%) Ubuntu
3 6 (54.55%) CentOS
3 6 (54.55%) Debian
4 5 (45.45%) Windows
5 3 (27.27%) Fedora
5 3 (27.27%) Red Hat Enterprise Linux
5 3 (27.27%) SUSE
6 2 (18.18%) Windows Server
6 2 (18.18%) Windows Server 2008
6 2 (18.18%) Windows Server 2012
6 2 (18.18%) Windows Server 2016
7 1 (9.09%) Unix
Processes & Methodologies
1 4 (36.36%) Configuration Management
1 4 (36.36%) Open Source
2 3 (27.27%) Agile Software Development
2 3 (27.27%) Scrum
2 3 (27.27%) TDD
3 2 (18.18%) DevOps
3 2 (18.18%) DevSecOps
3 2 (18.18%) Infrastructure as Code
3 2 (18.18%) Kanban
3 2 (18.18%) Lean Software Development
3 2 (18.18%) Mentoring
3 2 (18.18%) Observability
3 2 (18.18%) Site Reliability Engineering
3 2 (18.18%) Test Automation
4 1 (9.09%) Artificial Intelligence
4 1 (9.09%) Infrastructure Engineering
4 1 (9.09%) Machine Learning
4 1 (9.09%) Microservices
4 1 (9.09%) Performance Tuning
4 1 (9.09%) Problem-Solving
Programming Languages
1 9 (81.82%) Python
2 7 (63.64%) Bash Shell
2 7 (63.64%) PowerShell
3 6 (54.55%) Shell Script
4 5 (45.45%) Perl
4 5 (45.45%) Ruby
5 3 (27.27%) C#
5 3 (27.27%) JavaScript
6 2 (18.18%) Go
6 2 (18.18%) Java
7 1 (9.09%) SQL
Qualifications
1 1 (9.09%) Degree
1 1 (9.09%) SC Cleared
1 1 (9.09%) Security Cleared
System Software
1 6 (54.55%) KVM
2 5 (45.45%) Btrfs
2 5 (45.45%) DRBD
2 5 (45.45%) Hyper-V
2 5 (45.45%) VMware Infrastructure
2 5 (45.45%) Xen
3 4 (36.36%) Samba
4 3 (27.27%) NFS
5 2 (18.18%) Docker
5 2 (18.18%) Gluster
5 2 (18.18%) VMware NSX
6 1 (9.09%) GlusterFS
6 1 (9.09%) Lustre
Systems Management
1 5 (45.45%) Ansible
1 5 (45.45%) Oracle ZFS
1 5 (45.45%) Puppet
2 4 (36.36%) Kubernetes
2 4 (36.36%) Nagios
3 3 (27.27%) HAProxy
3 3 (27.27%) Opscode Chef
4 2 (18.18%) Check_MK
4 2 (18.18%) Consul
4 2 (18.18%) Grafana
4 2 (18.18%) Graylog
4 2 (18.18%) Icinga
4 2 (18.18%) Istio
4 2 (18.18%) linkerd
4 2 (18.18%) Packer
4 2 (18.18%) Prometheus
4 2 (18.18%) Rancher
4 2 (18.18%) Terraform
4 2 (18.18%) ZABBIX
5 1 (9.09%) Galera Cluster
Vendors
1 7 (63.64%) Red Hat
1 7 (63.64%) VMware
2 3 (27.27%) Cisco
2 3 (27.27%) Microsoft
3 2 (18.18%) Dell
3 2 (18.18%) EMC
3 2 (18.18%) F5
3 2 (18.18%) Google
3 2 (18.18%) HP
3 2 (18.18%) NetApp
3 2 (18.18%) SaltStack
3 2 (18.18%) Splunk
4 1 (9.09%) Avature
4 1 (9.09%) Percona
4 1 (9.09%) TOWER Software