Period
to 1 June 2020

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 1 June 2020 with a comparison to the same period in the previous 2 years.

Ceph
UK
6 months to
1 Jun 2020
Same period 2019 Same period 2018
Rank 870 1081 1143
Rank change year-on-year +211 +62 +7
Permanent jobs citing Ceph 16 19 66
As % of all permanent jobs advertised in the UK 0.018% 0.013% 0.038%
As % of the System Software category 0.10% 0.079% 0.27%
Number of salaries quoted 20 11 61
Median annual salary £50,000 £72,500 £57,500
Median salary % change year-on-year -31.03% +26.09% -14.81%
10th Percentile £28,575 £36,250 £44,500
90th Percentile £95,000 £90,000 £66,250
UK excluding London median annual salary £47,500 £35,750 £57,500
% change year-on-year +32.87% -37.83% +43.75%

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 15,404 23,927 24,490
As % of all permanent IT jobs advertised in the UK 17.36% 16.55% 14.13%
Number of salaries quoted 12,495 19,531 19,860
Median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +11.76%
10th Percentile £27,500 £25,750 £25,000
90th Percentile £87,500 £85,000 £80,000
UK excluding London median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +9.33%

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 1 June 2020.

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 1 June 2020. 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 +232 12 £47,500 -34.48% 3
UK excluding London +214 12 £47,500 +32.87% 1
South West +98 11 £47,500 +50.79%
Work from Home - 4 £95,000 -
London +155 1 £80,000 +16.36% 2
Scotland - 1 £70,000 -

For the 6 months to 1 June 2020, 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 14 (87.50%) Linux
2 12 (75.00%) Python
3 11 (68.75%) Bash Shell
4 10 (62.50%) KVM
4 10 (62.50%) VMware
4 10 (62.50%) VMware Infrastructure
5 8 (50.00%) Windows
6 7 (43.75%) Kubernetes
7 6 (37.50%) Ansible
7 6 (37.50%) DevOps
7 6 (37.50%) CouchDB
7 6 (37.50%) Terraform
7 6 (37.50%) Cloud Native
7 6 (37.50%) Infrastructure Engineering
7 6 (37.50%) Ubuntu
7 6 (37.50%) Xen
8 5 (31.25%) Ruby
8 5 (31.25%) PowerShell
8 5 (31.25%) Hyper-V
8 5 (31.25%) Puppet
8 5 (31.25%) Clustering
8 5 (31.25%) Firewall
8 5 (31.25%) RHCE
8 5 (31.25%) Red Hat
8 5 (31.25%) Internet
8 5 (31.25%) Shell Script
8 5 (31.25%) Nagios
8 5 (31.25%) Configuration Management
8 5 (31.25%) Apache
8 5 (31.25%) Perl

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 5 (31.25%) Apache
2 3 (18.75%) OpenStack
3 1 (6.25%) Apache Airflow
3 1 (6.25%) Apache Spark
3 1 (6.25%) Elasticsearch
3 1 (6.25%) OpenWhisk
Cloud Services
1 5 (31.25%) OpenShift
2 4 (25.00%) Azure
3 3 (18.75%) AWS
4 1 (6.25%) Amazon S3
4 1 (6.25%) GCP
4 1 (6.25%) GitHub
4 1 (6.25%) MinIO
4 1 (6.25%) Serverless
Communications & Networking
1 5 (31.25%) Firewall
1 5 (31.25%) Internet
2 3 (18.75%) VLAN
3 2 (12.50%) DHCP
3 2 (12.50%) DNS
4 1 (6.25%) Fibre Channel
4 1 (6.25%) IPFS
4 1 (6.25%) NAS
4 1 (6.25%) SAN
4 1 (6.25%) VSAN
Database & Business Intelligence
1 6 (37.50%) CouchDB
2 1 (6.25%) Apache Cassandra
2 1 (6.25%) Big Data
2 1 (6.25%) Flink
2 1 (6.25%) Hadoop
2 1 (6.25%) InfluxDB
2 1 (6.25%) MongoDB
2 1 (6.25%) Neo4j
2 1 (6.25%) Presto
2 1 (6.25%) Redis
2 1 (6.25%) Stardog
Development Applications
1 1 (6.25%) GitLab
1 1 (6.25%) Jenkins
General
1 1 (6.25%) Finance
Job Titles
1 7 (43.75%) Linux Engineer
2 6 (37.50%) Infrastructure Engineer
2 6 (37.50%) Senior Infrastructure Engineer
3 5 (31.25%) Cloud Engineer
3 5 (31.25%) Cloud Infrastructure Engineer
3 5 (31.25%) Linux Infrastructure Engineer
3 5 (31.25%) Senior Cloud Engineer
3 5 (31.25%) Senior Linux Engineer
4 4 (25.00%) Junior
4 4 (25.00%) Junior Infrastructure Engineer
4 4 (25.00%) Junior Linux Engineer
5 3 (18.75%) Architect
5 3 (18.75%) Azure Architect
5 3 (18.75%) Cloud Architect
5 3 (18.75%) Network Architect
6 2 (12.50%) IT Engineer
6 2 (12.50%) IT Support
6 2 (12.50%) Linux Support Engineer
6 2 (12.50%) Operations Engineer
6 2 (12.50%) Operations Support Engineer
Libraries, Frameworks & Software Standards
1 3 (18.75%) LDAP
2 1 (6.25%) GraphQL
2 1 (6.25%) gRPC
2 1 (6.25%) JSON
2 1 (6.25%) Kafka
2 1 (6.25%) React
Miscellaneous
1 6 (37.50%) Cloud Native
2 5 (31.25%) Clustering
2 5 (31.25%) Data Centre
3 2 (12.50%) Analytical Skills
4 1 (6.25%) Enterprise Storage
4 1 (6.25%) Symmetrix
Operating Systems
1 14 (87.50%) Linux
2 8 (50.00%) Windows
3 6 (37.50%) Ubuntu
4 2 (12.50%) Windows Server
5 1 (6.25%) Debian
Processes & Methodologies
1 6 (37.50%) DevOps
1 6 (37.50%) Infrastructure Engineering
2 5 (31.25%) Configuration Management
2 5 (31.25%) Server Virtualisation
3 3 (18.75%) ITIL
4 2 (12.50%) Agile Software Development
4 2 (12.50%) E-Commerce
4 2 (12.50%) Problem-Solving
5 1 (6.25%) Computer Science
5 1 (6.25%) Continuous Integration
5 1 (6.25%) Data Engineering
5 1 (6.25%) Data Science
5 1 (6.25%) Disruptive Innovation
5 1 (6.25%) High Availability
5 1 (6.25%) Microservices
5 1 (6.25%) Ontologies
5 1 (6.25%) Open Source
5 1 (6.25%) Test Automation
Programming Languages
1 12 (75.00%) Python
2 11 (68.75%) Bash Shell
3 5 (31.25%) Perl
3 5 (31.25%) PowerShell
3 5 (31.25%) Ruby
3 5 (31.25%) Shell Script
4 1 (6.25%) C
4 1 (6.25%) C++
4 1 (6.25%) Java
4 1 (6.25%) JavaScript
4 1 (6.25%) Scala
Qualifications
1 5 (31.25%) RHCE
System Software
1 10 (62.50%) KVM
1 10 (62.50%) VMware Infrastructure
2 6 (37.50%) Xen
3 5 (31.25%) Btrfs
3 5 (31.25%) DRBD
3 5 (31.25%) Hyper-V
3 5 (31.25%) oVirt
4 3 (18.75%) Active Directory
4 3 (18.75%) VMware NSX
5 2 (12.50%) Docker
6 1 (6.25%) Alluxio
6 1 (6.25%) etcd
6 1 (6.25%) Gluster
6 1 (6.25%) HDFS
Systems Management
1 7 (43.75%) Kubernetes
2 6 (37.50%) Ansible
2 6 (37.50%) Terraform
3 5 (31.25%) Check_MK
3 5 (31.25%) Nagios
3 5 (31.25%) Opscode Chef
3 5 (31.25%) Puppet
4 3 (18.75%) Oracle ZFS
5 1 (6.25%) EMC NetWorker
5 1 (6.25%) Istio
5 1 (6.25%) Knative
5 1 (6.25%) NetBackup
5 1 (6.25%) Proxmox
Vendors
1 10 (62.50%) VMware
2 5 (31.25%) Red Hat
3 3 (18.75%) Cisco
3 3 (18.75%) Microsoft
4 1 (6.25%) 3PAR
4 1 (6.25%) EMC
4 1 (6.25%) Google
4 1 (6.25%) IBM
4 1 (6.25%) NetApp
4 1 (6.25%) Talend
4 1 (6.25%) Veritas