Period
to 25 April 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 25 April 2018 with a comparison to the same period in the previous 2 years.

Apache CloudStack
UK > England
6 months to
25 Apr 2018
Same period 2017 Same period 2016
Rank 1075 1011 1137
Rank change year-on-year -64 +126 +119
Permanent jobs citing CloudStack 77 143 126
As % of all permanent IT jobs advertised in England 0.046% 0.089% 0.065%
As % of the Application Platforms category 0.28% 0.50% 0.35%
Number of salaries quoted 62 122 122
England median annual salary £70,000 £67,500 £50,000
Median salary % change year-on-year +3.70% +35.00% -16.67%
10th Percentile £46,250 £51,250 £36,250
90th Percentile £90,000 £75,000 £75,000
UK median annual salary £70,000 £67,500 £50,000
% change year-on-year +3.70% +35.00% -16.67%

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 27,625 28,507 36,291
As % of all permanent IT jobs advertised in England 16.68% 17.78% 18.85%
Number of salaries quoted 22,748 23,838 30,902
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £27,500 £27,000 £26,500
90th Percentile £80,000 £75,000 £73,250
UK median annual salary £50,000 £46,000 £45,000
% change year-on-year +8.70% +2.22% +2.27%

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 25 April 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 25 April 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
London 0 39 £75,000 +7.14% 8
Yorkshire -51 14 £59,000 +2.61% 5
North of England -108 14 £59,000 -15.71% 6
South East - 12 - - 1
East Midlands +2 6 £45,000 -10.00% 1
Midlands 0 6 £45,000 -10.00% 1
East of England - 6 £70,000 -
CloudStack
UK

For the 6 months to 25 April 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 73 (94.81%) Linux
2 70 (90.91%) Python
3 66 (85.71%) Puppet
3 66 (85.71%) Ansible
4 60 (77.92%) DevOps
5 59 (76.62%) Configuration Management
6 57 (74.03%) Bash Shell
7 48 (62.34%) Docker
8 46 (59.74%) Amazon AWS
9 45 (58.44%) Ruby
10 44 (57.14%) Opscode Chef
11 38 (49.35%) Jenkins
11 38 (49.35%) OpenStack
12 35 (45.45%) Kubernetes
13 34 (44.16%) SaltStack
13 34 (44.16%) Agile Software Development
14 33 (42.86%) PostgreSQL
14 33 (42.86%) Elasticsearch
15 31 (40.26%) vSphere
16 29 (37.66%) Go
17 27 (35.06%) Git (software)
17 27 (35.06%) MySQL
18 26 (33.77%) Microsoft Azure
18 26 (33.77%) logstash
19 25 (32.47%) Java
19 25 (32.47%) Unix
20 24 (31.17%) VMware
20 24 (31.17%) Flask
21 23 (29.87%) Private Cloud
21 23 (29.87%) SQL

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 38 (49.35%) OpenStack
2 33 (42.86%) Elasticsearch
3 15 (19.48%) Cloud Foundry
4 14 (18.18%) Apache
5 11 (14.29%) IIS
5 11 (14.29%) nginx
6 7 (9.09%) JBoss
6 7 (9.09%) WebLogic
6 7 (9.09%) WebSphere
7 2 (2.60%) CMS
7 2 (2.60%) EPiServer
7 2 (2.60%) Sitecore CMS
Cloud Services
1 46 (59.74%) Amazon AWS
2 26 (33.77%) Microsoft Azure
3 19 (24.68%) Google Cloud Platform
4 12 (15.58%) Amazon EC2
4 12 (15.58%) AWS CloudFormation
4 12 (15.58%) SaaS
4 12 (15.58%) Virtual Private Cloud
Communications & Networking
1 13 (16.88%) Firewall
2 9 (11.69%) TCP/IP
2 9 (11.69%) VLAN
3 3 (3.90%) DHCP
3 3 (3.90%) DNS
3 3 (3.90%) LAN
3 3 (3.90%) NAS
3 3 (3.90%) Network Security
3 3 (3.90%) SAN
3 3 (3.90%) WAN
4 1 (1.30%) PPP
Database & Business Intelligence
1 33 (42.86%) PostgreSQL
2 27 (35.06%) MySQL
3 21 (27.27%) Redis
4 15 (19.48%) Apache Cassandra
4 15 (19.48%) Hadoop
4 15 (19.48%) MariaDB
4 15 (19.48%) MongoDB
5 11 (14.29%) Big Data
6 6 (7.79%) Riak
7 5 (6.49%) SQL Server
8 2 (2.60%) NoSQL
Development Applications
1 38 (49.35%) Jenkins
2 27 (35.06%) Git (software)
3 17 (22.08%) GitLab
4 16 (20.78%) Atlassian Bamboo
5 11 (14.29%) TeamCity
6 3 (3.90%) JIRA
6 3 (3.90%) Subversion
7 2 (2.60%) Ant
7 2 (2.60%) GoCD
7 2 (2.60%) Gradle
7 2 (2.60%) Maven
7 2 (2.60%) Octopus Deploy
7 2 (2.60%) Team Foundation Server
7 2 (2.60%) Visual Studio Team System
General
1 3 (3.90%) Finance
1 3 (3.90%) Games
1 3 (3.90%) Retail
2 2 (2.60%) Telecoms
Job Titles
1 36 (46.75%) DevOps Engineer
2 20 (25.97%) AWS Engineer
3 19 (24.68%) AWS DevOps
3 19 (24.68%) AWS DevOps Engineer
4 17 (22.08%) Architect
5 13 (16.88%) Platform Engineer
6 12 (15.58%) Cloud Engineer
6 12 (15.58%) Linux/Unix DevOps
7 11 (14.29%) J2EE Architect
7 11 (14.29%) Java Architect
7 11 (14.29%) Java/J2EE Architect
8 9 (11.69%) Linux Engineer
9 8 (10.39%) Linux DevOps Engineer
10 7 (9.09%) Developer
11 6 (7.79%) Administrator
11 6 (7.79%) Linux Administrator
11 6 (7.79%) Linux Systems Administrator
11 6 (7.79%) Python Developer
11 6 (7.79%) Systems Administrator
12 5 (6.49%) Consultant
Libraries, Frameworks & Software Standards
1 24 (31.17%) Flask
2 17 (22.08%) Kafka
3 16 (20.78%) LAMP
4 11 (14.29%) J2EE
4 11 (14.29%) LAPP Stack
4 11 (14.29%) LEMP Stack
5 9 (11.69%) JSON
5 9 (11.69%) Sensu
6 6 (7.79%) RAML
6 6 (7.79%) RESTful
6 6 (7.79%) Swagger
7 5 (6.49%) Django
8 4 (5.19%) .NET
9 2 (2.60%) ActiveMQ
9 2 (2.60%) Apache Camel
9 2 (2.60%) JDBC
9 2 (2.60%) REST
9 2 (2.60%) Spring
10 1 (1.30%) CSS
10 1 (1.30%) XML
Miscellaneous
1 23 (29.87%) Private Cloud
2 15 (19.48%) Public Cloud
3 13 (16.88%) Data Centre
4 12 (15.58%) Hybrid Cloud
5 3 (3.90%) EMC VNX
6 2 (2.60%) Enterprise Software
6 2 (2.60%) Greenfield Project
6 2 (2.60%) N-Tier
6 2 (2.60%) Online Games
7 1 (1.30%) Management Information System
Operating Systems
1 73 (94.81%) Linux
2 25 (32.47%) Unix
3 21 (27.27%) Windows
4 6 (7.79%) Red Hat Enterprise Linux
5 3 (3.90%) AIX
5 3 (3.90%) Debian
5 3 (3.90%) HPUX
5 3 (3.90%) Solaris
6 2 (2.60%) Windows Server
Processes & Methodologies
1 60 (77.92%) DevOps
2 59 (76.62%) Configuration Management
3 34 (44.16%) Agile Software Development
4 21 (27.27%) Continuous Integration
5 12 (15.58%) Deployment Automation
5 12 (15.58%) Enterprise Architecture
6 11 (14.29%) Open Source
7 10 (12.99%) Presales
8 6 (7.79%) API Design
8 6 (7.79%) Business Transformation
9 5 (6.49%) ITIL
9 5 (6.49%) OWASP
10 4 (5.19%) Digital Transformation Programme
10 4 (5.19%) Scrum
11 3 (3.90%) Virtual Environments
12 2 (2.60%) Auto-Scaling
12 2 (2.60%) Continuous Delivery
12 2 (2.60%) Microservices
12 2 (2.60%) Performance Tuning
12 2 (2.60%) Test Automation
Programming Languages
1 70 (90.91%) Python
2 57 (74.03%) Bash Shell
3 45 (58.44%) Ruby
4 29 (37.66%) Go
5 25 (32.47%) Java
6 23 (29.87%) SQL
7 15 (19.48%) JavaScript
8 8 (10.39%) Perl
8 8 (10.39%) PowerShell
9 5 (6.49%) Shell Script
10 4 (5.19%) VBScript
11 3 (3.90%) PHP
12 1 (1.30%) C
Qualifications
1 1 (1.30%) Degree
Quality Assurance & Compliance
1 14 (18.18%) GCP
2 2 (2.60%) QA
System Software
1 48 (62.34%) Docker
2 31 (40.26%) vSphere
3 11 (14.29%) Varnish
4 8 (10.39%) XenServer
5 5 (6.49%) Xen
6 3 (3.90%) Active Directory
6 3 (3.90%) VMware Infrastructure
7 1 (1.30%) VMware ESXi
Systems Management
1 66 (85.71%) Ansible
1 66 (85.71%) Puppet
2 44 (57.14%) Opscode Chef
3 35 (45.45%) Kubernetes
4 26 (33.77%) logstash
5 17 (22.08%) Cobbler
5 17 (22.08%) Rancher
6 13 (16.88%) Terraform
7 11 (14.29%) HAProxy
8 9 (11.69%) Graphite
8 9 (11.69%) Graylog
8 9 (11.69%) ZABBIX
9 3 (3.90%) Icinga
9 3 (3.90%) Nagios
10 2 (2.60%) Tivoli
Vendors
1 34 (44.16%) SaltStack
2 24 (31.17%) VMware
3 7 (9.09%) Oracle
4 6 (7.79%) Google
4 6 (7.79%) Red Hat
5 5 (6.49%) Microsoft
6 3 (3.90%) EMC
6 3 (3.90%) Juniper
7 2 (2.60%) CenturyLink
7 2 (2.60%) EnterpriseDB
7 2 (2.60%) IBM
7 2 (2.60%) Sitecore
8 1 (1.30%) HP
8 1 (1.30%) Zend