Period
to 19 October 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 19 October 2021 with a comparison to the same period in the previous 2 years.

Ceph
UK
6 months to
19 Oct 2021
Same period 2020 Same period 2019
Rank 1027 686 1057
Rank change year-on-year -341 +371 +86
Permanent jobs citing Ceph 31 18 28
As % of all permanent jobs advertised in the UK 0.025% 0.037% 0.021%
As % of the System Software category 0.14% 0.20% 0.12%
Number of salaries quoted 27 17 26
10th Percentile £50,000 £36,300 £31,500
25th Percentile £52,250 £46,250 £37,188
Median annual salary (50th Percentile) £77,500 £50,000 £55,000
Median % change year-on-year +55.00% -9.09% -8.33%
75th Percentile £107,500 £58,750 £61,250
90th Percentile £120,000 £75,500 £78,750
UK excluding London median annual salary £59,000 £50,000 £47,500
% change year-on-year +18.00% +5.26% -20.83%

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 22,520 8,952 23,507
As % of all permanent IT jobs advertised in the UK 17.93% 18.49% 17.24%
Number of salaries quoted 15,491 7,689 19,612
10th Percentile £28,500 £30,500 £25,500
25th Percentile £38,750 £40,000 £32,500
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -
75th Percentile £77,500 £72,500 £70,000
90th Percentile £95,000 £87,500 £85,000
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 19 October 2021.

Salary histogram for Ceph in the UK

Ceph
Top 7 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 19 October 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 -313 27 £60,000 +20.00% 5
London - 22 £77,500 - 3
UK excluding London -257 5 £59,000 +18.00% 2
Work from Home -266 4 £90,000 -5.26% 1
North West - 3 £59,000 -
North of England - 3 £59,000 -
South West -106 2 - - 1

For the 6 months to 19 October 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 19 (61.29%) Azure
1 19 (61.29%) AWS
2 18 (58.06%) Kubernetes
3 15 (48.39%) Agile Software Development
3 15 (48.39%) Linux
3 15 (48.39%) Python
4 14 (45.16%) NoSQL
5 13 (41.94%) Git (software)
5 13 (41.94%) Computer Science
5 13 (41.94%) C#
5 13 (41.94%) SQL
5 13 (41.94%) Scrum
5 13 (41.94%) Node.js
5 13 (41.94%) Ansible
5 13 (41.94%) Site Reliability Engineering
6 12 (38.71%) Docker
6 12 (38.71%) DevOps
6 12 (38.71%) GCP
6 12 (38.71%) Configuration Management
6 12 (38.71%) Open Source
7 11 (35.48%) Puppet
7 11 (35.48%) Java
7 11 (35.48%) GitLab
8 10 (32.26%) Public Cloud
8 10 (32.26%) Prometheus
8 10 (32.26%) Elastic Stack
8 10 (32.26%) Observability
8 10 (32.26%) MinIO
8 10 (32.26%) Social Skills
8 10 (32.26%) VMware

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 (22.58%) Cloud Foundry
2 6 (19.35%) Elasticsearch
2 6 (19.35%) IIS
2 6 (19.35%) OpenStack
3 1 (3.23%) CloudStack
Cloud Services
1 19 (61.29%) AWS
1 19 (61.29%) Azure
2 12 (38.71%) GCP
3 10 (32.26%) MinIO
4 9 (29.03%) OpenShift
5 8 (25.81%) GitHub
6 7 (22.58%) Amazon EKS
6 7 (22.58%) Amazon S3
6 7 (22.58%) IBM Cloud
6 7 (22.58%) PaaS
6 7 (22.58%) Stackdriver
7 6 (19.35%) Amazon EC2
8 3 (9.68%) Amazon ECS
8 3 (9.68%) SaaS
Communications & Networking
1 10 (32.26%) Firewall
2 7 (22.58%) SAN
2 7 (22.58%) SD-WAN
2 7 (22.58%) VPN
2 7 (22.58%) VSAN
3 6 (19.35%) Network Security
4 2 (6.45%) DNS
4 2 (6.45%) HTTP
5 1 (3.23%) Junos
Database & Business Intelligence
1 14 (45.16%) NoSQL
2 9 (29.03%) MongoDB
3 6 (19.35%) Big Data
3 6 (19.35%) Data Warehouse
3 6 (19.35%) MariaDB
3 6 (19.35%) MySQL
3 6 (19.35%) SQL Server
3 6 (19.35%) SQL Server 2012
3 6 (19.35%) SQL Server Reporting Services
4 3 (9.68%) Apache Cassandra
4 3 (9.68%) InfluxDB
4 3 (9.68%) ObjectStore
5 1 (3.23%) OpenStack Swift
Development Applications
1 13 (41.94%) Git (software)
2 11 (35.48%) GitLab
3 9 (29.03%) Jenkins
4 6 (19.35%) Bitbucket
4 6 (19.35%) Jasmine
4 6 (19.35%) JIRA
4 6 (19.35%) Mocha
4 6 (19.35%) MSTest
4 6 (19.35%) Visual Studio
4 6 (19.35%) Visual Studio Code
General
1 10 (32.26%) Social Skills
2 7 (22.58%) Presentation Skills
3 6 (19.35%) Back Office
3 6 (19.35%) Marketing
3 6 (19.35%) Retail
4 4 (12.90%) Finance
5 3 (9.68%) Telecoms
6 1 (3.23%) Analytical Skills
6 1 (3.23%) Dutch Language
6 1 (3.23%) French Language
6 1 (3.23%) German Language
Job Titles
1 6 (19.35%) .NET Developer
1 6 (19.35%) Developer
1 6 (19.35%) E-Commerce Developer
1 6 (19.35%) ERP Developer
2 4 (12.90%) Infrastructure Engineer
2 4 (12.90%) Site Reliability Engineer
3 3 (9.68%) Consultant
3 3 (9.68%) DevOps Consultant
3 3 (9.68%) Infrastructure Specialist
3 3 (9.68%) Network Specialist
3 3 (9.68%) Site Engineer
4 2 (6.45%) Architect
4 2 (6.45%) Cloud Architect
4 2 (6.45%) Cloud Specialist
4 2 (6.45%) Linux Specialist
4 2 (6.45%) Support Engineer
5 1 (3.23%) Linux Administrator
5 1 (3.23%) Linux Engineer
5 1 (3.23%) Senior Support Engineer
5 1 (3.23%) Senior Technical Support
Libraries, Frameworks & Software Standards
1 13 (41.94%) Node.js
2 10 (32.26%) Elastic Stack
2 10 (32.26%) Kafka
3 7 (22.58%) RabbitMQ
4 6 (19.35%) .NET
4 6 (19.35%) Ajax
4 6 (19.35%) AngularJS
4 6 (19.35%) CSS
4 6 (19.35%) CSS3
4 6 (19.35%) EDI
4 6 (19.35%) HTML
4 6 (19.35%) HTML5
4 6 (19.35%) jQuery
4 6 (19.35%) JSON
4 6 (19.35%) KnockoutJS
4 6 (19.35%) REST
4 6 (19.35%) Twitter Bootstrap
4 6 (19.35%) Vue.js
4 6 (19.35%) Web Services
4 6 (19.35%) XML
Miscellaneous
1 10 (32.26%) Public Cloud
2 8 (25.81%) Cloud Native
3 6 (19.35%) Self-Motivation
3 6 (19.35%) User Experience
4 3 (9.68%) Linux Command Line
5 1 (3.23%) Data Centre
Operating Systems
1 15 (48.39%) Linux
2 5 (16.13%) Windows
3 3 (9.68%) Windows Server
4 2 (6.45%) Ubuntu
4 2 (6.45%) Unix
5 1 (3.23%) HPUX
5 1 (3.23%) Solaris
Processes & Methodologies
1 15 (48.39%) Agile Software Development
2 13 (41.94%) Computer Science
2 13 (41.94%) Scrum
2 13 (41.94%) Site Reliability Engineering
3 12 (38.71%) Configuration Management
3 12 (38.71%) DevOps
3 12 (38.71%) Open Source
4 10 (32.26%) Observability
5 9 (29.03%) Load Balancing
5 9 (29.03%) Problem-Solving
5 9 (29.03%) TDD
6 8 (25.81%) Microservices
7 7 (22.58%) Coaching
8 6 (19.35%) Artificial Intelligence
8 6 (19.35%) Full Stack Development
8 6 (19.35%) Machine Learning
8 6 (19.35%) Mentoring
8 6 (19.35%) Refactoring
8 6 (19.35%) Thought Leadership
8 6 (19.35%) Web Development
Programming Languages
1 15 (48.39%) Python
2 13 (41.94%) C#
2 13 (41.94%) SQL
3 11 (35.48%) Java
4 9 (29.03%) Go
5 6 (19.35%) JavaScript
6 5 (16.13%) Bash Shell
7 4 (12.90%) Perl
8 3 (9.68%) Ruby
8 3 (9.68%) Shell Script
Qualifications
1 8 (25.81%) Degree
2 7 (22.58%) Master's Degree
System Software
1 12 (38.71%) Docker
2 7 (22.58%) KVM
2 7 (22.58%) VMware ESXi
3 6 (19.35%) VMware Infrastructure
4 3 (9.68%) NFS
5 2 (6.45%) Active Directory
6 1 (3.23%) Firmware
Systems Management
1 18 (58.06%) Kubernetes
2 13 (41.94%) Ansible
3 11 (35.48%) Puppet
4 10 (32.26%) Prometheus
4 10 (32.26%) ZABBIX
5 8 (25.81%) Opscode Chef
6 7 (22.58%) Salt
6 7 (22.58%) vCenter Server
7 6 (19.35%) Galera Cluster
8 3 (9.68%) Grafana
8 3 (9.68%) Graylog
8 3 (9.68%) Icinga
8 3 (9.68%) Nagios
9 2 (6.45%) Terraform
10 1 (3.23%) Docker Swarm
Vendors
1 10 (32.26%) VMware
2 9 (29.03%) Red Hat
3 7 (22.58%) AppDynamics
3 7 (22.58%) Dynatrace
3 7 (22.58%) Google
3 7 (22.58%) IBM
3 7 (22.58%) SAP
4 6 (19.35%) Juniper
4 6 (19.35%) Microsoft
4 6 (19.35%) Percona
5 4 (12.90%) Splunk
6 3 (9.68%) Cisco
6 3 (9.68%) Dell
6 3 (9.68%) EMC
6 3 (9.68%) HP
6 3 (9.68%) NetApp
6 3 (9.68%) Nimble Storage
7 2 (6.45%) Ericsson
7 2 (6.45%) F5
7 2 (6.45%) Oracle