Period
to 28 January 2022

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 28 January 2022 with a comparison to the same period in the previous 2 years.

Ceph
UK
6 months to
28 Jan 2022
Same period 2021 Same period 2020
Rank 1034 792 1000
Rank change year-on-year -242 +208 +104
Permanent jobs citing Ceph 29 15 22
As % of all permanent jobs advertised in the UK 0.022% 0.023% 0.018%
As % of the System Software category 0.13% 0.13% 0.10%
Number of salaries quoted 25 13 21
10th Percentile £47,750 £27,850 £31,500
25th Percentile £55,000 £31,250 £40,000
Median annual salary (50th Percentile) £60,000 £47,500 £47,500
Median % change year-on-year +26.32% - -24.00%
75th Percentile £78,750 £58,750 £55,000
90th Percentile £87,000 £74,750 £61,250
UK excluding London median annual salary £52,500 £47,500 £47,500
% change year-on-year +10.53% - -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 23,104 11,956 21,449
As % of all permanent IT jobs advertised in the UK 17.71% 18.42% 17.06%
Number of salaries quoted 15,538 10,081 17,722
10th Percentile £28,000 £29,750 £25,500
25th Percentile £37,813 £38,750 £32,500
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -
75th Percentile £78,750 £72,500 £70,000
90th Percentile £95,000 £87,500 £85,000
UK excluding London median annual salary £47,500 £47,500 £42,500
% change year-on-year - +11.76% -

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 28 January 2022.

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 28 January 2022. 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
Jobs
England -255 24 £60,000 +26.32% 3
London -188 13 £60,000 +14.06% 1
Work from Home -198 9 £80,000 +3.23% 1
UK excluding London -193 8 £52,500 +10.53% 2
South West -56 7 £48,750 +2.63%
North West - 1 £59,000 -
North of England - 1 £59,000 -

For the 6 months to 28 January 2022, 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 22 (75.86%) Linux
2 16 (55.17%) Infrastructure Engineering
3 15 (51.72%) VMware
4 14 (48.28%) Docker
5 12 (41.38%) Ansible
5 12 (41.38%) Kubernetes
5 12 (41.38%) Windows
6 11 (37.93%) Social Skills
7 10 (34.48%) Nimble Storage
7 10 (34.48%) Windows Server
7 10 (34.48%) Firewall
7 10 (34.48%) Mentoring
7 10 (34.48%) AWS
8 9 (31.03%) GitLab
8 9 (31.03%) Jenkins
8 9 (31.03%) Terraform
9 8 (27.59%) Site Reliability Engineering
9 8 (27.59%) Kafka
9 8 (27.59%) Puppet
9 8 (27.59%) Bash
9 8 (27.59%) Python
10 7 (24.14%) Azure
10 7 (24.14%) Degree
11 6 (20.69%) Amazon S3
11 6 (20.69%) OpenStack
11 6 (20.69%) Analytical Skills
11 6 (20.69%) Public Cloud
11 6 (20.69%) Microservices
11 6 (20.69%) GCP
11 6 (20.69%) Problem-Solving

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 6 (20.69%) OpenStack
2 5 (17.24%) Apache Spark
3 3 (10.34%) Elasticsearch
4 1 (3.45%) CloudStack
4 1 (3.45%) Traefik
Cloud Services
1 10 (34.48%) AWS
2 7 (24.14%) Azure
3 6 (20.69%) Amazon S3
3 6 (20.69%) GCP
4 5 (17.24%) Amazon SQS
4 5 (17.24%) AWS CloudFormation
4 5 (17.24%) AWS Lambda
4 5 (17.24%) GitHub
4 5 (17.24%) GitHub Actions
4 5 (17.24%) Serverless
5 3 (10.34%) Amazon CloudWatch
5 3 (10.34%) Datadog
5 3 (10.34%) SaaS
5 3 (10.34%) Sumo Logic
6 2 (6.90%) Amazon EKS
6 2 (6.90%) OpenShift
Communications & Networking
1 10 (34.48%) Firewall
2 2 (6.90%) DNS
2 2 (6.90%) HTTP
3 1 (3.45%) Junos
3 1 (3.45%) MQTT
Database & Business Intelligence
1 5 (17.24%) Amazon DynamoDB
2 3 (10.34%) CouchDB
2 3 (10.34%) MongoDB
2 3 (10.34%) OpenTSDB
3 1 (3.45%) NoSQL
3 1 (3.45%) OpenStack Swift
Development Applications
1 9 (31.03%) GitLab
1 9 (31.03%) Jenkins
2 5 (17.24%) CircleCI
2 5 (17.24%) GoCD
3 3 (10.34%) Terragrunt
4 1 (3.45%) Git (software)
General
1 11 (37.93%) Social Skills
2 6 (20.69%) Analytical Skills
3 2 (6.90%) Telecoms
4 1 (3.45%) Dutch Language
4 1 (3.45%) Finance
4 1 (3.45%) French Language
4 1 (3.45%) German Language
4 1 (3.45%) Retail
Job Titles
1 12 (41.38%) Infrastructure Engineer
2 6 (20.69%) Site Reliability Engineer
2 6 (20.69%) Support Engineer
3 4 (13.79%) Infrastructure Support
3 4 (13.79%) Infrastructure Support Engineer
4 3 (10.34%) Developer
4 3 (10.34%) Site Engineer
5 2 (6.90%) C++ Developer
5 2 (6.90%) Python Developer
5 2 (6.90%) Senior C++ Developer
5 2 (6.90%) Senior Developer
5 2 (6.90%) Senior Infrastructure Engineer
5 2 (6.90%) Senior Python Developer
5 2 (6.90%) Software Developer
6 1 (3.45%) Administrator
6 1 (3.45%) C++ Software Developer
6 1 (3.45%) Graduate Software Developer
6 1 (3.45%) Linux Systems Administrator
6 1 (3.45%) Remote Support Engineer
6 1 (3.45%) Senior Support Engineer
Libraries, Frameworks & Software Standards
1 8 (27.59%) Kafka
2 3 (10.34%) Elastic Stack
2 3 (10.34%) JSON
2 3 (10.34%) OpenTracing
2 3 (10.34%) React
2 3 (10.34%) Sensu
3 2 (6.90%) LDAP
Miscellaneous
1 6 (20.69%) Public Cloud
2 1 (3.45%) Data Centre
Operating Systems
1 22 (75.86%) Linux
2 12 (41.38%) Windows
3 10 (34.48%) Windows Server
4 4 (13.79%) Ubuntu
4 4 (13.79%) Windows 10
5 3 (10.34%) Debian
6 2 (6.90%) Red Hat Enterprise Linux
7 1 (3.45%) HPUX
7 1 (3.45%) Solaris
7 1 (3.45%) Unix
Processes & Methodologies
1 16 (55.17%) Infrastructure Engineering
2 10 (34.48%) Mentoring
3 8 (27.59%) Site Reliability Engineering
4 6 (20.69%) Microservices
4 6 (20.69%) Problem-Solving
5 5 (17.24%) Agile Software Development
5 5 (17.24%) DevOps
5 5 (17.24%) Infrastructure as Code
5 5 (17.24%) Resource Management
5 5 (17.24%) Scrum
5 5 (17.24%) TDD
6 4 (13.79%) CI/CD
7 3 (10.34%) Computer Science
7 3 (10.34%) Continuous Delivery
7 3 (10.34%) Decision-Making
7 3 (10.34%) Deployment Automation
7 3 (10.34%) High Availability
7 3 (10.34%) Network Virtualisation
7 3 (10.34%) Open Source
7 3 (10.34%) Service-Level Objective
Programming Languages
1 8 (27.59%) Bash
1 8 (27.59%) Python
2 4 (13.79%) Java
2 4 (13.79%) Perl
2 4 (13.79%) SQL
3 3 (10.34%) C
3 3 (10.34%) C++
3 3 (10.34%) JavaScript
3 3 (10.34%) Ruby
4 2 (6.90%) PowerShell
Qualifications
1 7 (24.14%) Degree
2 2 (6.90%) DV Cleared
2 2 (6.90%) Security Cleared
3 1 (3.45%) SC Cleared
Quality Assurance & Compliance
1 3 (10.34%) QA
System Software
1 14 (48.28%) Docker
2 5 (17.24%) NFS
3 4 (13.79%) VMware Infrastructure
4 3 (10.34%) Xen
5 2 (6.90%) Active Directory
6 1 (3.45%) Firmware
6 1 (3.45%) vSphere
Systems Management
1 12 (41.38%) Ansible
1 12 (41.38%) Kubernetes
2 9 (31.03%) Terraform
3 8 (27.59%) Puppet
4 5 (17.24%) Hadoop YARN
4 5 (17.24%) Mesos
5 4 (13.79%) Opscode Chef
6 3 (10.34%) Grafana
6 3 (10.34%) Graphite
6 3 (10.34%) Kibana
6 3 (10.34%) Nagios
6 3 (10.34%) Prometheus
6 3 (10.34%) Proxmox
6 3 (10.34%) Zipkin
7 1 (3.45%) Docker Swarm
Vendors
1 15 (51.72%) VMware
2 10 (34.48%) Nimble Storage
3 4 (13.79%) Juniper
3 4 (13.79%) Microsoft
3 4 (13.79%) Splunk
4 3 (10.34%) Red Hat
5 2 (6.90%) Ericsson
5 2 (6.90%) F5
5 2 (6.90%) Oracle
6 1 (3.45%) BT
6 1 (3.45%) Google
6 1 (3.45%) NetApp
6 1 (3.45%) Scality