Period
to 16 October 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for CloudStack skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited CloudStack over the 6 months to 16 October 2018 with a comparison to the same period in the previous 2 years.

Apache CloudStack
UK > England
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 1038 1059 1081
Rank change year-on-year +21 +22 +158
Permanent jobs citing CloudStack 76 107 120
As % of all permanent IT jobs advertised in England 0.050% 0.065% 0.067%
As % of the Application Platforms category 0.30% 0.36% 0.36%
Number of salaries quoted 54 104 116
England median annual salary £52,500 £60,000 £42,500
Median salary % change year-on-year -12.50% +41.18% -19.05%
10th Percentile £40,625 £53,750 £36,250
90th Percentile £65,000 £82,125 £71,250
UK median annual salary £52,500 £60,000 £50,000
% change year-on-year -12.50% +20.00% -2.44%

CloudStack is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for application platform skills.

All Application Platform Skills
England
Permanent vacancies with a requirement for application platform skills 25,424 29,561 33,110
As % of all permanent IT jobs advertised in England 16.57% 17.96% 18.42%
Number of salaries quoted 20,512 24,027 28,191
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £28,000 £27,500 £26,875
90th Percentile £82,500 £77,500 £75,000
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

CloudStack
Job Vacancy Trend in England

Job postings citing CloudStack as a percentage of all IT jobs advertised in England.

Job vacancy trend for CloudStack in England

CloudStack
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing CloudStack in England.

Salary trend for CloudStack in England

CloudStack
Salary Histogram in England

The salary distribution of IT jobs citing CloudStack in England over the 6 months to 16 October 2018.

Salary histogram for CloudStack in England

CloudStack
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing CloudStack within the England region over the 6 months to 16 October 2018. 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
North of England +10 47 £57,500 -4.17% 4
Yorkshire +23 33 £59,000 -1.67% 3
South East +37 16 - -
North West +2 14 £52,500 -12.50% 1
London +12 8 £58,750 -21.67% 1
Midlands +19 3 £45,000 -25.00%
East Midlands -15 3 £45,000 -25.00%
South West +10 2 - -
CloudStack
UK

For the 6 months to 16 October 2018, IT jobs citing CloudStack 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 across the England region with a requirement for CloudStack.

1 74 (97.37%) Python
2 66 (86.84%) Puppet
3 56 (73.68%) Linux
4 54 (71.05%) vSphere
5 52 (68.42%) Configuration Management
6 50 (65.79%) Bash Shell
7 49 (64.47%) Ruby
7 49 (64.47%) OpenStack
8 47 (61.84%) Ansible
9 46 (60.53%) DevOps
10 39 (51.32%) Opscode Chef
10 39 (51.32%) SQL
11 35 (46.05%) Agile Software Development
11 35 (46.05%) Amazon AWS
12 31 (40.79%) VMware
13 30 (39.47%) Oracle
14 28 (36.84%) Cobbler
14 28 (36.84%) Docker
14 28 (36.84%) Kubernetes
15 27 (35.53%) Deployment Automation
16 26 (34.21%) Continuous Integration
16 26 (34.21%) XenServer
17 25 (32.89%) Unix
18 24 (31.58%) PostgreSQL
18 24 (31.58%) Xen
19 21 (27.63%) Microsoft Azure
19 21 (27.63%) Scrum
19 21 (27.63%) RUP
19 21 (27.63%) DSDM
19 21 (27.63%) Go

CloudStack
Co-occurring IT Skills in England 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 49 (64.47%) OpenStack
2 19 (25.00%) Elasticsearch
3 16 (21.05%) Apache
4 7 (9.21%) nginx
5 5 (6.58%) Tomcat
6 4 (5.26%) JBoss
6 4 (5.26%) WebLogic
6 4 (5.26%) WebSphere
7 2 (2.63%) Cloud Foundry
7 2 (2.63%) CMS
7 2 (2.63%) EPiServer
7 2 (2.63%) IIS
7 2 (2.63%) Sitecore CMS
Cloud Services
1 35 (46.05%) Amazon AWS
2 21 (27.63%) Microsoft Azure
3 7 (9.21%) IaaS
4 6 (7.89%) Google Cloud Platform
5 2 (2.63%) GitHub
5 2 (2.63%) Office 365
6 1 (1.32%) Cloud Computing
Communications & Networking
1 10 (13.16%) Firewall
2 3 (3.95%) LAN
3 2 (2.63%) DHCP
3 2 (2.63%) DNS
3 2 (2.63%) NAS
3 2 (2.63%) Network Security
3 2 (2.63%) SAN
3 2 (2.63%) TCP/IP
3 2 (2.63%) WAN
4 1 (1.32%) BGP
4 1 (1.32%) VPN
Database & Business Intelligence
1 24 (31.58%) PostgreSQL
2 16 (21.05%) Big Data
3 14 (18.42%) SQL Server
4 12 (15.79%) MySQL
5 3 (3.95%) Redis
6 2 (2.63%) Apache Cassandra
6 2 (2.63%) Hadoop
6 2 (2.63%) MariaDB
6 2 (2.63%) MongoDB
7 1 (1.32%) Riak
Development Applications
1 17 (22.37%) GitLab
2 13 (17.11%) Jenkins
3 12 (15.79%) Git (software)
3 12 (15.79%) Octopus Deploy
4 11 (14.47%) TeamCity
5 2 (2.63%) Artifactory
5 2 (2.63%) Atlassian Bamboo
5 2 (2.63%) GoCD
5 2 (2.63%) JIRA
5 2 (2.63%) Team Foundation Server
5 2 (2.63%) Visual Studio Team System
General
1 10 (13.16%) Back Office
2 2 (2.63%) Games
2 2 (2.63%) Telecoms
Job Titles
1 31 (40.79%) DevOps Engineer
1 31 (40.79%) Platform Engineer
2 16 (21.05%) Architect
2 16 (21.05%) J2EE Architect
2 16 (21.05%) Java Architect
2 16 (21.05%) Java/J2EE Architect
2 16 (21.05%) Linux Engineer
3 12 (15.79%) AWS Engineer
3 12 (15.79%) Cloud Engineer
4 10 (13.16%) Windows Engineer
5 9 (11.84%) AWS DevOps
5 9 (11.84%) AWS DevOps Engineer
6 6 (7.89%) Windows DevOps Engineer
7 5 (6.58%) Infrastructure Engineer
7 5 (6.58%) Linux Systems Engineer
7 5 (6.58%) Systems Engineer
8 4 (5.26%) Linux/Unix DevOps
9 3 (3.95%) Administrator
9 3 (3.95%) Linux Systems Administrator
9 3 (3.95%) Systems Administrator
Libraries, Frameworks & Software Standards
1 18 (23.68%) Flask
2 17 (22.37%) Kafka
3 16 (21.05%) J2EE
4 14 (18.42%) .NET
5 10 (13.16%) LAMP
6 7 (9.21%) LAPP Stack
6 7 (9.21%) LEMP Stack
7 5 (6.58%) OpenVZ
8 2 (2.63%) LDAP
8 2 (2.63%) SAML
9 1 (1.32%) Django
9 1 (1.32%) RAML
9 1 (1.32%) RESTful
9 1 (1.32%) Swagger
Miscellaneous
1 4 (5.26%) Clustering
1 4 (5.26%) Public Cloud
1 4 (5.26%) Replication
2 2 (2.63%) Computer Science
2 2 (2.63%) Online Games
2 2 (2.63%) Private Cloud
3 1 (1.32%) Data Centre
Operating Systems
1 56 (73.68%) Linux
2 25 (32.89%) Unix
3 19 (25.00%) Windows
4 7 (9.21%) Solaris
5 5 (6.58%) CentOS
5 5 (6.58%) FreeBSD
5 5 (6.58%) OpenBSD
5 5 (6.58%) Ubuntu
6 4 (5.26%) Windows Server
7 2 (2.63%) AIX
7 2 (2.63%) Debian
7 2 (2.63%) HPUX
7 2 (2.63%) Red Hat Enterprise Linux
Processes & Methodologies
1 52 (68.42%) Configuration Management
2 46 (60.53%) DevOps
3 35 (46.05%) Agile Software Development
4 27 (35.53%) Deployment Automation
5 26 (34.21%) Continuous Integration
6 21 (27.63%) DSDM
6 21 (27.63%) RUP
6 21 (27.63%) Scrum
7 16 (21.05%) Open Source
8 11 (14.47%) Presales
9 7 (9.21%) Software Delivery
9 7 (9.21%) Software Engineering
9 7 (9.21%) TDD
10 5 (6.58%) Infrastructure Engineering
11 4 (5.26%) Load Balancing
11 4 (5.26%) OWASP
12 3 (3.95%) E-Commerce
12 3 (3.95%) ITIL
13 2 (2.63%) Identity Management
13 2 (2.63%) Stakeholder Management
Programming Languages
1 74 (97.37%) Python
2 50 (65.79%) Bash Shell
3 49 (64.47%) Ruby
4 39 (51.32%) SQL
5 21 (27.63%) Go
6 16 (21.05%) Java
6 16 (21.05%) PowerShell
7 14 (18.42%) Shell Script
8 12 (15.79%) Perl
9 5 (6.58%) PHP
10 4 (5.26%) JavaScript
Qualifications
1 2 (2.63%) Computer Science Degree
1 2 (2.63%) Degree
System Software
1 54 (71.05%) vSphere
2 28 (36.84%) Docker
3 26 (34.21%) XenServer
4 24 (31.58%) Xen
5 9 (11.84%) VMware ESXi
6 8 (10.53%) VMware Infrastructure
7 7 (9.21%) KVM
7 7 (9.21%) LXC
8 4 (5.26%) Ceph
8 4 (5.26%) Corosync
8 4 (5.26%) DRBD
8 4 (5.26%) iptables
9 3 (3.95%) Active Directory
10 2 (2.63%) Hyper-V
10 2 (2.63%) Varnish
Systems Management
1 66 (86.84%) Puppet
2 47 (61.84%) Ansible
3 39 (51.32%) Opscode Chef
4 28 (36.84%) Cobbler
4 28 (36.84%) Kubernetes
5 17 (22.37%) logstash
5 17 (22.37%) Rancher
6 13 (17.11%) Terraform
7 11 (14.47%) Tivoli
8 10 (13.16%) SCCM
9 6 (7.89%) Nagios
10 5 (6.58%) Cacti
10 5 (6.58%) Munin
11 4 (5.26%) Pacemaker
12 2 (2.63%) Backup Exec
12 2 (2.63%) HAProxy
13 1 (1.32%) Icinga
Vendors
1 31 (40.79%) VMware
2 30 (39.47%) Oracle
3 20 (26.32%) SaltStack
4 14 (18.42%) Microsoft
5 12 (15.79%) Google
6 11 (14.47%) EnterpriseDB
7 7 (9.21%) Red Hat
8 5 (6.58%) Percona
8 5 (6.58%) SolarWinds
9 4 (5.26%) Juniper
9 4 (5.26%) Palo Alto
10 2 (2.63%) CenturyLink
10 2 (2.63%) IBM
10 2 (2.63%) Okta
10 2 (2.63%) Sitecore
10 2 (2.63%) Sophos
10 2 (2.63%) Veeam
11 1 (1.32%) HP