Period
to 25 July 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 25 July 2021 with a comparison to the same period in the previous 2 years.

Ceph
UK
6 months to
25 Jul 2021
Same period 2020 Same period 2019
Rank 970 793 1083
Rank change year-on-year -177 +290 +80
Permanent jobs citing Ceph 23 12 27
As % of all permanent jobs advertised in the UK 0.020% 0.017% 0.019%
As % of the System Software category 0.11% 0.095% 0.11%
Number of salaries quoted 20 12 20
10th Percentile " £27,175 £36,900
25th Percentile £50,000 £39,063 £53,750
Median annual salary (50th Percentile) £67,500 £50,000 £58,364
Median % change year-on-year +35.00% -14.33% +1.50%
75th Percentile £110,625 £65,000 £78,750
90th Percentile £120,000 £95,000 £90,000
UK excluding London median annual salary £56,500 £50,000 £57,500
% change year-on-year +13.00% -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 20,848 12,586 24,563
As % of all permanent IT jobs advertised in the UK 18.54% 17.79% 17.03%
Number of salaries quoted 14,784 10,471 20,430
10th Percentile £29,750 £29,000 £25,750
25th Percentile £40,000 £38,000 £33,250
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% +5.26%
75th Percentile £75,000 £72,500 £70,000
90th Percentile £92,500 £87,500 £86,250
UK excluding London median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -

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 25 July 2021.

Salary histogram for Ceph in the UK

Ceph
Top 6 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 25 July 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 -161 21 £68,250 +36.50% 7
London - 19 £86,250 - 6
UK excluding London -135 2 £56,500 +13.00% 1
Work from Home -252 2 £67,500 -28.95% 1
North West - 2 £56,500 -
North of England - 2 £56,500 -

For the 6 months to 25 July 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 20 (86.96%) Azure
1 20 (86.96%) AWS
2 17 (73.91%) Git (software)
3 16 (69.57%) Kubernetes
4 15 (65.22%) Agile Software Development
5 14 (60.87%) Scrum
5 14 (60.87%) C#
5 14 (60.87%) Open Source
6 13 (56.52%) Ansible
6 13 (56.52%) Configuration Management
6 13 (56.52%) GCP
7 12 (52.17%) MinIO
7 12 (52.17%) TDD
7 12 (52.17%) SQL
7 12 (52.17%) Python
7 12 (52.17%) Puppet
7 12 (52.17%) NoSQL
7 12 (52.17%) Node.js
7 12 (52.17%) Computer Science
8 11 (47.83%) Linux
9 10 (43.48%) ZABBIX
9 10 (43.48%) Observability
9 10 (43.48%) Site Reliability Engineering
9 10 (43.48%) Elastic Stack
9 10 (43.48%) Prometheus
10 9 (39.13%) Go
10 9 (39.13%) OpenShift
10 9 (39.13%) DevOps
10 9 (39.13%) GitHub
10 9 (39.13%) JavaScript

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 7 (30.43%) IIS
2 5 (21.74%) Cloud Foundry
2 5 (21.74%) Elasticsearch
3 4 (17.39%) OpenStack
4 2 (8.70%) nginx
4 2 (8.70%) Traefik
Cloud Services
1 20 (86.96%) AWS
1 20 (86.96%) Azure
2 13 (56.52%) GCP
3 12 (52.17%) MinIO
4 9 (39.13%) GitHub
4 9 (39.13%) OpenShift
5 7 (30.43%) Amazon EC2
5 7 (30.43%) Amazon EKS
5 7 (30.43%) Amazon S3
6 5 (21.74%) Amazon ECS
6 5 (21.74%) IBM Cloud
6 5 (21.74%) PaaS
6 5 (21.74%) Stackdriver
7 2 (8.70%) AWS CodePipeline
7 2 (8.70%) Azure Pipelines
Communications & Networking
1 7 (30.43%) Network Security
2 5 (21.74%) Firewall
2 5 (21.74%) SAN
2 5 (21.74%) SD-WAN
2 5 (21.74%) VPN
2 5 (21.74%) VSAN
3 2 (8.70%) Calico
Database & Business Intelligence
1 12 (52.17%) NoSQL
2 7 (30.43%) Big Data
2 7 (30.43%) Data Warehouse
2 7 (30.43%) MariaDB
2 7 (30.43%) MongoDB
2 7 (30.43%) MySQL
2 7 (30.43%) SQL Server
2 7 (30.43%) SQL Server 2012
2 7 (30.43%) SQL Server Reporting Services
3 5 (21.74%) Apache Cassandra
3 5 (21.74%) InfluxDB
3 5 (21.74%) ObjectStore
Development Applications
1 17 (73.91%) Git (software)
2 8 (34.78%) GitLab
2 8 (34.78%) Jenkins
3 7 (30.43%) Bitbucket
3 7 (30.43%) Jasmine
3 7 (30.43%) JIRA
3 7 (30.43%) Mocha
3 7 (30.43%) MSTest
3 7 (30.43%) Visual Studio
3 7 (30.43%) Visual Studio Code
4 2 (8.70%) CircleCI
4 2 (8.70%) Spinnaker
General
1 7 (30.43%) Back Office
1 7 (30.43%) Marketing
1 7 (30.43%) Retail
2 6 (26.09%) Finance
3 5 (21.74%) Presentation Skills
3 5 (21.74%) Social Skills
4 1 (4.35%) Telecoms
Job Titles
1 7 (30.43%) .NET Developer
1 7 (30.43%) Developer
1 7 (30.43%) E-Commerce Developer
1 7 (30.43%) ERP Developer
2 4 (17.39%) Consultant
2 4 (17.39%) DevOps Consultant
3 3 (13.04%) Infrastructure Specialist
3 3 (13.04%) Linux Engineer
4 2 (8.70%) Architect
4 2 (8.70%) Cloud Architect
4 2 (8.70%) Infrastructure Engineer
4 2 (8.70%) Linux Infrastructure Engineer
4 2 (8.70%) Linux Specialist
4 2 (8.70%) Network Specialist
4 2 (8.70%) Principal Consultant
4 2 (8.70%) Senior Consultant
4 2 (8.70%) Senior DevOps
4 2 (8.70%) Senior DevOps Consultant
5 1 (4.35%) Cloud Specialist
5 1 (4.35%) Kubernetes Architect
Libraries, Frameworks & Software Standards
1 12 (52.17%) Node.js
2 10 (43.48%) Elastic Stack
3 7 (30.43%) .NET
3 7 (30.43%) Ajax
3 7 (30.43%) AngularJS
3 7 (30.43%) CSS
3 7 (30.43%) CSS3
3 7 (30.43%) EDI
3 7 (30.43%) HTML
3 7 (30.43%) HTML5
3 7 (30.43%) Jest
3 7 (30.43%) jQuery
3 7 (30.43%) JSON
3 7 (30.43%) KnockoutJS
3 7 (30.43%) React
3 7 (30.43%) REST
3 7 (30.43%) Twitter Bootstrap
3 7 (30.43%) Vue.js
3 7 (30.43%) Web Services
3 7 (30.43%) XML
Miscellaneous
1 8 (34.78%) Cloud Native
2 7 (30.43%) Public Cloud
2 7 (30.43%) Self-Motivation
2 7 (30.43%) User Experience
3 5 (21.74%) Linux Command Line
Operating Systems
1 11 (47.83%) Linux
2 3 (13.04%) Ubuntu
3 2 (8.70%) Red Hat Enterprise Linux
3 2 (8.70%) SUSE
4 1 (4.35%) Unix
Processes & Methodologies
1 15 (65.22%) Agile Software Development
2 14 (60.87%) Open Source
2 14 (60.87%) Scrum
3 13 (56.52%) Configuration Management
4 12 (52.17%) Computer Science
4 12 (52.17%) TDD
5 10 (43.48%) Observability
5 10 (43.48%) Site Reliability Engineering
6 9 (39.13%) DevOps
7 8 (34.78%) Microservices
7 8 (34.78%) Problem-Solving
8 7 (30.43%) Artificial Intelligence
8 7 (30.43%) E-Commerce
8 7 (30.43%) Integration Testing
8 7 (30.43%) Machine Learning
8 7 (30.43%) Mobile Commerce
8 7 (30.43%) MVC
8 7 (30.43%) OOP
8 7 (30.43%) Refactoring
8 7 (30.43%) Web Development
Programming Languages
1 14 (60.87%) C#
2 12 (52.17%) Python
2 12 (52.17%) SQL
3 9 (39.13%) Go
3 9 (39.13%) JavaScript
4 7 (30.43%) Java
5 5 (21.74%) Shell Script
6 2 (8.70%) Bash Shell
6 2 (8.70%) PowerShell
Qualifications
1 6 (26.09%) Degree
2 5 (21.74%) Master's Degree
System Software
1 8 (34.78%) Docker
2 5 (21.74%) KVM
2 5 (21.74%) NFS
2 5 (21.74%) VMware ESXi
3 4 (17.39%) VMware Infrastructure
4 2 (8.70%) Gluster
4 2 (8.70%) VMware NSX
Systems Management
1 16 (69.57%) Kubernetes
2 13 (56.52%) Ansible
3 12 (52.17%) Puppet
4 10 (43.48%) Prometheus
4 10 (43.48%) ZABBIX
5 7 (30.43%) Galera Cluster
5 7 (30.43%) Opscode Chef
6 5 (21.74%) Grafana
6 5 (21.74%) Graylog
6 5 (21.74%) Icinga
6 5 (21.74%) Nagios
6 5 (21.74%) Salt
6 5 (21.74%) vCenter Server
7 3 (13.04%) Terraform
8 2 (8.70%) Consul
8 2 (8.70%) HAProxy
8 2 (8.70%) Istio
8 2 (8.70%) linkerd
8 2 (8.70%) Packer
8 2 (8.70%) Rancher
Vendors
1 9 (39.13%) Microsoft
2 8 (34.78%) Red Hat
3 7 (30.43%) Google
3 7 (30.43%) Percona
3 7 (30.43%) VMware
4 5 (21.74%) AppDynamics
4 5 (21.74%) Cisco
4 5 (21.74%) Dell
4 5 (21.74%) Dynatrace
4 5 (21.74%) EMC
4 5 (21.74%) HP
4 5 (21.74%) IBM
4 5 (21.74%) NetApp
4 5 (21.74%) SAP
4 5 (21.74%) Splunk
5 2 (8.70%) F5
5 2 (8.70%) Juniper
5 2 (8.70%) SaltStack
6 1 (4.35%) TOWER Software