Period
to 17 July 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 17 July 2018 with a comparison to the same period in the previous 2 years.

Apache CloudStack
UK > England
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 1059 1028 1127
Rank change year-on-year -31 +99 +154
Permanent jobs citing CloudStack 95 145 128
As % of all permanent IT jobs advertised in England 0.058% 0.087% 0.067%
As % of the Application Platforms category 0.35% 0.48% 0.36%
Number of salaries quoted 67 129 128
England median annual salary £59,000 £60,000 £50,000
Median salary % change year-on-year -1.67% +20.00% -28.57%
10th Percentile £46,250 £51,250 £36,250
90th Percentile £75,000 £80,000 £75,000
UK median annual salary £59,000 £60,000 £50,000
% change year-on-year -1.67% +20.00% -28.57%

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 27,373 30,194 35,875
As % of all permanent IT jobs advertised in England 16.67% 18.07% 18.75%
Number of salaries quoted 22,093 24,794 30,758
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £28,000 £27,000 £26,750
90th Percentile £81,250 £76,250 £73,750
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 17 July 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 17 July 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 -38 43 £58,250 -2.92% 3
Yorkshire -8 34 £59,000 +2.61% 2
South East +24 23 - - 1
London -6 17 £75,000 +7.14%
North West -7 9 £52,500 -19.23% 1
East of England - 6 £70,000 -
Midlands +22 5 £45,000 -21.74%
East Midlands +3 5 £45,000 -21.74%
South West +2 1 - - 1
CloudStack
UK

For the 6 months to 17 July 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 95 (100.00%) Python
2 88 (92.63%) Puppet
3 76 (80.00%) Linux
4 73 (76.84%) Configuration Management
4 73 (76.84%) Ansible
5 72 (75.79%) Bash Shell
6 64 (67.37%) DevOps
7 61 (64.21%) vSphere
7 61 (64.21%) Ruby
8 51 (53.68%) Docker
8 51 (53.68%) Opscode Chef
9 47 (49.47%) SQL
10 45 (47.37%) OpenStack
11 43 (45.26%) Amazon AWS
12 39 (41.05%) Kubernetes
13 36 (37.89%) Go
13 36 (37.89%) VMware
14 35 (36.84%) Java
15 34 (35.79%) Agile Software Development
16 33 (34.74%) PostgreSQL
16 33 (34.74%) SaltStack
17 31 (32.63%) Elasticsearch
18 29 (30.53%) Flask
19 28 (29.47%) Deployment Automation
20 27 (28.42%) Oracle
20 27 (28.42%) Continuous Integration
20 27 (28.42%) Microsoft Azure
20 27 (28.42%) Rancher
20 27 (28.42%) logstash
20 27 (28.42%) Kafka

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 45 (47.37%) OpenStack
2 31 (32.63%) Elasticsearch
3 13 (13.68%) Apache
4 7 (7.37%) JBoss
4 7 (7.37%) WebLogic
4 7 (7.37%) WebSphere
5 5 (5.26%) nginx
6 4 (4.21%) Cloud Foundry
7 3 (3.16%) CMS
7 3 (3.16%) EPiServer
7 3 (3.16%) IIS
7 3 (3.16%) Sitecore CMS
8 2 (2.11%) Tomcat
Cloud Services
1 43 (45.26%) Amazon AWS
2 27 (28.42%) Microsoft Azure
3 12 (12.63%) Amazon EC2
3 12 (12.63%) AWS CloudFormation
3 12 (12.63%) SaaS
3 12 (12.63%) Virtual Private Cloud
4 8 (8.42%) Google Cloud Platform
5 7 (7.37%) IaaS
6 1 (1.05%) GitHub
Communications & Networking
1 6 (6.32%) Firewall
2 5 (5.26%) LAN
3 4 (4.21%) NAS
3 4 (4.21%) Network Security
3 4 (4.21%) SAN
3 4 (4.21%) WAN
4 1 (1.05%) BGP
4 1 (1.05%) DHCP
4 1 (1.05%) DNS
4 1 (1.05%) PPP
4 1 (1.05%) TCP/IP
4 1 (1.05%) VPN
Database & Business Intelligence
1 33 (34.74%) PostgreSQL
2 23 (24.21%) Big Data
3 17 (17.89%) SQL Server
4 14 (14.74%) MySQL
5 6 (6.32%) Redis
6 4 (4.21%) Apache Cassandra
6 4 (4.21%) Hadoop
6 4 (4.21%) MariaDB
6 4 (4.21%) MongoDB
7 2 (2.11%) Riak
Development Applications
1 27 (28.42%) GitLab
2 22 (23.16%) Jenkins
3 14 (14.74%) Git (software)
4 13 (13.68%) Octopus Deploy
5 10 (10.53%) TeamCity
6 4 (4.21%) Atlassian Bamboo
7 3 (3.16%) Team Foundation Server
7 3 (3.16%) Visual Studio Team System
8 1 (1.05%) Artifactory
8 1 (1.05%) GoCD
8 1 (1.05%) JIRA
General
1 10 (10.53%) Back Office
2 2 (2.11%) Finance
2 2 (2.11%) Retail
3 1 (1.05%) Telecoms
Job Titles
1 41 (43.16%) DevOps Engineer
2 30 (31.58%) Platform Engineer
3 28 (29.47%) Architect
4 23 (24.21%) J2EE Architect
4 23 (24.21%) Java Architect
4 23 (24.21%) Java/J2EE Architect
5 22 (23.16%) Cloud Engineer
6 20 (21.05%) AWS Engineer
7 19 (20.00%) AWS DevOps
7 19 (20.00%) AWS DevOps Engineer
8 18 (18.95%) Linux Engineer
9 13 (13.68%) Linux/Unix DevOps
10 10 (10.53%) Windows Engineer
11 8 (8.42%) Linux DevOps Engineer
12 7 (7.37%) Administrator
12 7 (7.37%) Linux Administrator
12 7 (7.37%) Linux Systems Administrator
12 7 (7.37%) Systems Administrator
13 6 (6.32%) Windows DevOps Engineer
14 4 (4.21%) Linux DevOps Administrator
Libraries, Frameworks & Software Standards
1 29 (30.53%) Flask
2 27 (28.42%) Kafka
3 23 (24.21%) J2EE
4 14 (14.74%) .NET
5 9 (9.47%) LAMP
6 8 (8.42%) JSON
7 5 (5.26%) LAPP Stack
7 5 (5.26%) LEMP Stack
8 3 (3.16%) Django
9 2 (2.11%) OpenVZ
9 2 (2.11%) RAML
9 2 (2.11%) RESTful
9 2 (2.11%) Swagger
Miscellaneous
1 16 (16.84%) Public Cloud
2 15 (15.79%) Private Cloud
3 12 (12.63%) Hybrid Cloud
4 3 (3.16%) Data Centre
5 2 (2.11%) Clustering
5 2 (2.11%) Enterprise Software
5 2 (2.11%) Replication
6 1 (1.05%) Computer Science
Operating Systems
1 76 (80.00%) Linux
2 22 (23.16%) Unix
3 20 (21.05%) Windows
4 6 (6.32%) Solaris
5 4 (4.21%) AIX
5 4 (4.21%) Debian
5 4 (4.21%) HPUX
5 4 (4.21%) Red Hat Enterprise Linux
6 3 (3.16%) Windows Server
7 2 (2.11%) CentOS
7 2 (2.11%) FreeBSD
7 2 (2.11%) OpenBSD
7 2 (2.11%) Ubuntu
Processes & Methodologies
1 73 (76.84%) Configuration Management
2 64 (67.37%) DevOps
3 34 (35.79%) Agile Software Development
4 28 (29.47%) Deployment Automation
5 27 (28.42%) Continuous Integration
6 23 (24.21%) Open Source
7 18 (18.95%) DSDM
7 18 (18.95%) RUP
7 18 (18.95%) Scrum
8 12 (12.63%) Enterprise Architecture
9 10 (10.53%) Presales
10 7 (7.37%) Software Delivery
10 7 (7.37%) Software Engineering
10 7 (7.37%) TDD
11 5 (5.26%) ITIL
11 5 (5.26%) OWASP
12 4 (4.21%) Business Transformation
13 3 (3.16%) Content Management
13 3 (3.16%) Stakeholder Management
13 3 (3.16%) Virtual Environments
Programming Languages
1 95 (100.00%) Python
2 72 (75.79%) Bash Shell
3 61 (64.21%) Ruby
4 47 (49.47%) SQL
5 36 (37.89%) Go
6 35 (36.84%) Java
7 17 (17.89%) Perl
8 16 (16.84%) PowerShell
9 13 (13.68%) JavaScript
10 12 (12.63%) Shell Script
11 4 (4.21%) PHP
11 4 (4.21%) VBScript
Qualifications
1 2 (2.11%) Degree
2 1 (1.05%) Computer Science Degree
Quality Assurance & Compliance
1 4 (4.21%) GCP
System Software
1 61 (64.21%) vSphere
2 51 (53.68%) Docker
3 23 (24.21%) XenServer
4 22 (23.16%) Xen
5 7 (7.37%) LXC
6 6 (6.32%) VMware Infrastructure
7 3 (3.16%) KVM
7 3 (3.16%) Varnish
7 3 (3.16%) VMware ESXi
8 2 (2.11%) Ceph
8 2 (2.11%) Corosync
8 2 (2.11%) DRBD
8 2 (2.11%) iptables
9 1 (1.05%) Active Directory
9 1 (1.05%) Hyper-V
Systems Management
1 88 (92.63%) Puppet
2 73 (76.84%) Ansible
3 51 (53.68%) Opscode Chef
4 39 (41.05%) Kubernetes
5 27 (28.42%) Cobbler
5 27 (28.42%) logstash
5 27 (28.42%) Rancher
6 13 (13.68%) Terraform
7 10 (10.53%) SCCM
8 8 (8.42%) Tivoli
9 5 (5.26%) Nagios
10 3 (3.16%) HAProxy
10 3 (3.16%) Icinga
11 2 (2.11%) Cacti
11 2 (2.11%) Munin
11 2 (2.11%) Pacemaker
Vendors
1 36 (37.89%) VMware
2 33 (34.74%) SaltStack
3 27 (28.42%) Oracle
4 15 (15.79%) Google
4 15 (15.79%) Microsoft
5 8 (8.42%) EnterpriseDB
6 6 (6.32%) Red Hat
7 3 (3.16%) CenturyLink
7 3 (3.16%) IBM
7 3 (3.16%) Sitecore
8 2 (2.11%) HP
8 2 (2.11%) Percona
8 2 (2.11%) SolarWinds
9 1 (1.05%) Juniper
9 1 (1.05%) Palo Alto