Period
to

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 30 June 2022 with a comparison to the same period in the previous 2 years.

Ceph
UK
6 months to
30 Jun 2022
Same period 2021 Same period 2020
Rank 1228 960 842
Rank change year-on-year -268 -118 +251
Permanent jobs citing Ceph 31 23 14
As % of all permanent jobs advertised in the UK 0.017% 0.022% 0.018%
As % of the System Software category 0.099% 0.12% 0.10%
Number of salaries quoted 17 20 14
10th Percentile £53,000 £49,700 £27,525
25th Percentile £55,000 £50,000 £41,563
Median annual salary (50th Percentile) £67,500 £57,000 £50,000
Median % change year-on-year +18.42% +14.00% -28.57%
75th Percentile £100,000 £85,938 £55,000
90th Percentile £103,750 £108,750 £95,000
UK excluding London median annual salary £70,000 £59,000 £50,000
% change year-on-year +18.64% +18.00% +2.56%

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 31,453 19,739 13,886
As % of all permanent IT jobs advertised in the UK 17.67% 18.54% 17.55%
Number of salaries quoted 15,628 14,287 11,484
10th Percentile £28,000 £30,000 £28,000
25th Percentile £38,750 £40,000 £37,500
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +5.00%
75th Percentile £80,000 £75,000 £72,500
90th Percentile £95,000 £91,250 £87,500
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 30 June 2022.

Salary histogram for Ceph in the UK

Ceph
Top 8 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 30 June 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 -249 27 £67,500 +22.73% 5
London -240 18 £67,500 +22.73% 3
Work from Home -263 12 £67,500 - 2
UK excluding London -126 9 £70,000 +18.64% 2
South West -33 5 £90,000 +16.13% 1
North West -66 2 - -
North of England -76 2 - -
South East - 2 £70,000 - 1

For the 6 months to 30 June 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 25 (80.65%) Ansible
2 24 (77.42%) Kubernetes
3 22 (70.97%) GitLab
3 22 (70.97%) Docker
3 22 (70.97%) DevOps
4 19 (61.29%) Jenkins
4 19 (61.29%) VMware
4 19 (61.29%) Terraform
5 16 (51.61%) Linux
5 16 (51.61%) VMware Infrastructure
6 15 (48.39%) Python
7 14 (45.16%) Node.js
7 14 (45.16%) Social Skills
8 13 (41.94%) Private Cloud
9 12 (38.71%) vSphere
9 12 (38.71%) Infrastructure as Code
10 11 (35.48%) Inclusion and Diversity
10 11 (35.48%) Virtual Infrastructure
10 11 (35.48%) npm
10 11 (35.48%) Immutable Infrastructure
10 11 (35.48%) Social Media
10 11 (35.48%) VMware ESXi
10 11 (35.48%) AWS
10 11 (35.48%) Apple iOS
10 11 (35.48%) User Experience
10 11 (35.48%) libvirt
10 11 (35.48%) KVM
10 11 (35.48%) Broadband
10 11 (35.48%) VMS
10 11 (35.48%) DHCP

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 8 (25.81%) OpenStack
2 3 (9.68%) Apache Solr
3 2 (6.45%) nginx
3 2 (6.45%) Traefik
4 1 (3.23%) Apache Spark
Cloud Services
1 11 (35.48%) AWS
1 11 (35.48%) npm
2 9 (29.03%) GCP
3 6 (19.35%) Azure
3 6 (19.35%) GitHub
4 5 (16.13%) OpenShift
5 3 (9.68%) Amazon EKS
5 3 (9.68%) Amazon S3
6 2 (6.45%) AWS CodePipeline
6 2 (6.45%) Azure AKS
6 2 (6.45%) Azure Pipelines
6 2 (6.45%) Google Kubernetes Engine
6 2 (6.45%) Kong
7 1 (3.23%) Amazon SQS
7 1 (3.23%) AWS CloudFormation
7 1 (3.23%) AWS Lambda
7 1 (3.23%) GitHub Actions
7 1 (3.23%) Serverless
Communications & Networking
1 11 (35.48%) Broadband
1 11 (35.48%) DHCP
1 11 (35.48%) DNS
1 11 (35.48%) VLAN
2 3 (9.68%) Firewall
2 3 (9.68%) Software-Defined Networking
3 2 (6.45%) Calico
Database & Business Intelligence
1 3 (9.68%) Elasticsearch
1 3 (9.68%) MariaDB
1 3 (9.68%) MongoDB
1 3 (9.68%) MySQL
1 3 (9.68%) PostgreSQL
1 3 (9.68%) SQL Server
2 2 (6.45%) CouchDB
3 1 (3.23%) DynamoDB
Development Applications
1 22 (70.97%) GitLab
2 19 (61.29%) Jenkins
3 5 (16.13%) Git (software)
4 4 (12.90%) GoCD
5 3 (9.68%) CircleCI
5 3 (9.68%) Travis CI
6 2 (6.45%) Bitbucket
6 2 (6.45%) Spinnaker
General
1 14 (45.16%) Social Skills
2 11 (35.48%) Inclusion and Diversity
3 4 (12.90%) Analytical Skills
4 3 (9.68%) Finance
5 2 (6.45%) Public Sector
Job Titles
1 17 (54.84%) DevOps Engineer
2 5 (16.13%) Developer
3 4 (12.90%) Infrastructure Engineer
4 3 (9.68%) Kubernetes Engineer
4 3 (9.68%) Senior DevOps
4 3 (9.68%) Senior DevOps Engineer
5 2 (6.45%) Architect
5 2 (6.45%) DevOps Architect
5 2 (6.45%) Infrastructure Architect
5 2 (6.45%) Site Engineer
5 2 (6.45%) Site Reliability Engineer
5 2 (6.45%) Software Developer
6 1 (3.23%) C++ Software Developer
6 1 (3.23%) Junior
6 1 (3.23%) Junior Software Developer
6 1 (3.23%) Linux Engineer
6 1 (3.23%) Python Developer
6 1 (3.23%) Senior C++ Developer
6 1 (3.23%) Senior Infrastructure Engineer
6 1 (3.23%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 14 (45.16%) Node.js
2 11 (35.48%) libvirt
3 4 (12.90%) Kafka
4 3 (9.68%) .NET
4 3 (9.68%) .NET Core
4 3 (9.68%) Lucene
5 2 (6.45%) JSON
5 2 (6.45%) React
Miscellaneous
1 13 (41.94%) Private Cloud
2 11 (35.48%) Social Media
2 11 (35.48%) User Experience
3 5 (16.13%) Cloud Native
4 3 (9.68%) Algorithms
4 3 (9.68%) Public Cloud
5 2 (6.45%) Enterprise Software
5 2 (6.45%) Enterprise Storage
Operating Systems
1 16 (51.61%) Linux
2 11 (35.48%) Android
2 11 (35.48%) Apple iOS
2 11 (35.48%) Mac OS
2 11 (35.48%) VMS
3 5 (16.13%) Red Hat Enterprise Linux
3 5 (16.13%) Windows
3 5 (16.13%) Windows Server
4 4 (12.90%) Ubuntu
5 3 (9.68%) Windows 10
6 2 (6.45%) Debian
6 2 (6.45%) SUSE
Processes & Methodologies
1 22 (70.97%) DevOps
2 12 (38.71%) Infrastructure as Code
3 11 (35.48%) Immutable Infrastructure
3 11 (35.48%) Virtual Infrastructure
4 8 (25.81%) CI/CD
4 8 (25.81%) Open Source
5 6 (19.35%) Infrastructure Engineering
6 5 (16.13%) DevSecOps
6 5 (16.13%) Site Reliability Engineering
6 5 (16.13%) Test Automation
7 3 (9.68%) Analytics
7 3 (9.68%) Code Optimisation
7 3 (9.68%) Continuous Integration
7 3 (9.68%) Machine Learning
7 3 (9.68%) Parallel Programming
7 3 (9.68%) Performance Engineering
7 3 (9.68%) Problem-Solving
7 3 (9.68%) Resource Management
7 3 (9.68%) Scrum
7 3 (9.68%) Secrets Management
Programming Languages
1 15 (48.39%) Python
2 9 (29.03%) JavaScript
3 7 (22.58%) Bash
4 6 (19.35%) SQL
5 5 (16.13%) C
5 5 (16.13%) C++
5 5 (16.13%) Go
6 2 (6.45%) Java
6 2 (6.45%) PowerShell
6 2 (6.45%) Ruby
Qualifications
1 2 (6.45%) Degree
Quality Assurance & Compliance
1 2 (6.45%) QA
System Software
1 22 (70.97%) Docker
2 16 (51.61%) VMware Infrastructure
3 12 (38.71%) vSphere
4 11 (35.48%) KVM
4 11 (35.48%) VMware ESXi
5 3 (9.68%) Lustre
5 3 (9.68%) NFS
5 3 (9.68%) Virtual Machines
6 2 (6.45%) flannel
6 2 (6.45%) Gluster
6 2 (6.45%) VMware NSX
6 2 (6.45%) Xen
Systems Management
1 25 (80.65%) Ansible
2 24 (77.42%) Kubernetes
3 19 (61.29%) Terraform
4 5 (16.13%) Istio
4 5 (16.13%) Packer
5 4 (12.90%) Mesos
6 2 (6.45%) HAProxy
6 2 (6.45%) linkerd
6 2 (6.45%) Podman
6 2 (6.45%) Proxmox
6 2 (6.45%) Rancher
7 1 (3.23%) Hadoop YARN
7 1 (3.23%) Puppet
Vendors
1 19 (61.29%) VMware
2 8 (25.81%) Microsoft
3 3 (9.68%) Google
3 3 (9.68%) NetApp
3 3 (9.68%) Nimble Storage
4 2 (6.45%) EMC
4 2 (6.45%) F5
4 2 (6.45%) IBM
4 2 (6.45%) New Relic
4 2 (6.45%) Red Hat
4 2 (6.45%) Splunk