Period
to 22 January 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 22 January 2018 with a comparison to the same period in the previous 2 years.

Apache CloudStack
UK > England
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 1064 1020 1152
Rank change year-on-year -44 +132 +44
Permanent jobs citing CloudStack 73 137 95
As % of all permanent IT jobs advertised in England 0.045% 0.083% 0.048%
As % of the Application Platforms category 0.26% 0.46% 0.26%
Number of salaries quoted 72 126 88
England median annual salary £60,000 £62,500 £57,500
Median salary % change year-on-year -4.00% +8.70% +6.98%
10th Percentile £48,875 £36,250 £38,875
90th Percentile £90,000 £75,000 £75,000
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% +6.98%

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 27,714 29,683 36,901
As % of all permanent IT jobs advertised in England 17.06% 18.01% 18.81%
Number of salaries quoted 23,006 25,043 31,073
England median annual salary £48,000 £46,500 £45,000
Median salary % change year-on-year +3.23% +3.33% +5.88%
10th Percentile £27,500 £26,800 £26,250
90th Percentile £77,500 £75,000 £73,750
UK median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 22 January 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 22 January 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 +6 42 £75,000 +11.11% 9
North of England -63 26 £60,000 +20.00% 1
Yorkshire -12 16 £60,000 +4.35%
North West -23 10 £60,000 +20.00% 1
East Midlands +14 4 £52,500 +5.00% 1
Midlands +6 4 £52,500 +5.00% 1
South East - 1 - -
CloudStack
UK

For the 6 months to 22 January 2018, IT jobs citing CloudStack also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for CloudStack.

1 67 (91.78%) Linux
1 67 (91.78%) DevOps
2 64 (87.67%) Python
3 59 (80.82%) Agile Software Development
4 56 (76.71%) Puppet
4 56 (76.71%) OpenStack
5 52 (71.23%) Configuration Management
6 49 (67.12%) Opscode Chef
7 48 (65.75%) Ruby
8 47 (64.38%) Bash Shell
9 45 (61.64%) Unix
10 42 (57.53%) Continuous Integration
11 36 (49.32%) Ansible
12 35 (47.95%) Git (software)
13 34 (46.58%) vSphere
14 33 (45.21%) Amazon AWS
15 31 (42.47%) Jenkins
15 31 (42.47%) Cobbler
16 30 (41.10%) SQL
17 29 (39.73%) Docker
18 28 (38.36%) Scrum
18 28 (38.36%) XenServer
19 27 (36.99%) Redis
20 25 (34.25%) Xen
20 25 (34.25%) Tivoli
20 25 (34.25%) Shell Script
20 25 (34.25%) Oracle
20 25 (34.25%) RUP
20 25 (34.25%) DSDM
21 24 (32.88%) EnterpriseDB

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 56 (76.71%) OpenStack
2 19 (26.03%) Elasticsearch
3 15 (20.55%) Apache
3 15 (20.55%) Cloud Foundry
4 12 (16.44%) IIS
4 12 (16.44%) nginx
5 4 (5.48%) JBoss
5 4 (5.48%) WebLogic
5 4 (5.48%) WebSphere
6 2 (2.74%) WebSphere Application Server
Cloud Services
1 33 (45.21%) Amazon AWS
2 18 (24.66%) Google Cloud Platform
3 16 (21.92%) Microsoft Azure
4 1 (1.37%) IaaS
4 1 (1.37%) PaaS
Communications & Networking
1 15 (20.55%) Firewall
2 13 (17.81%) TCP/IP
3 10 (13.70%) VLAN
4 5 (6.85%) DNS
5 3 (4.11%) DHCP
6 2 (2.74%) HTTP
6 2 (2.74%) HTTPS
6 2 (2.74%) MPLS
6 2 (2.74%) SMTP
6 2 (2.74%) SSH
6 2 (2.74%) VoIP
6 2 (2.74%) VPN
6 2 (2.74%) WAN
7 1 (1.37%) BGP
7 1 (1.37%) Ethernet
7 1 (1.37%) OpenFlow
Database & Business Intelligence
1 27 (36.99%) Redis
2 22 (30.14%) MySQL
3 15 (20.55%) Apache Cassandra
3 15 (20.55%) Hadoop
3 15 (20.55%) MariaDB
3 15 (20.55%) MongoDB
3 15 (20.55%) PostgreSQL
4 12 (16.44%) Riak
5 2 (2.74%) NoSQL
Development Applications
1 35 (47.95%) Git (software)
2 31 (42.47%) Jenkins
3 16 (21.92%) Atlassian Bamboo
4 11 (15.07%) TeamCity
5 6 (8.22%) Subversion
6 3 (4.11%) Ant
6 3 (4.11%) GitLab
6 3 (4.11%) GoCD
6 3 (4.11%) Gradle
6 3 (4.11%) JIRA
6 3 (4.11%) Maven
General
1 5 (6.85%) Games
2 3 (4.11%) Telecoms
3 2 (2.74%) Finance
3 2 (2.74%) Retail
Job Titles
1 43 (58.90%) DevOps Engineer
2 28 (38.36%) Platform Engineer
3 14 (19.18%) Developer
4 12 (16.44%) Python Developer
5 8 (10.96%) AWS Engineer
6 6 (8.22%) AWS DevOps
6 6 (8.22%) AWS DevOps Engineer
6 6 (8.22%) Cloud Developer
7 5 (6.85%) Consultant
7 5 (6.85%) DevOps Consultant
8 4 (5.48%) Architect
8 4 (5.48%) Senior Developer
8 4 (5.48%) Senior Python Developer
9 3 (4.11%) Infrastructure Engineer
9 3 (4.11%) Software Engineer
10 2 (2.74%) Agile Developer
10 2 (2.74%) Games Engineer
10 2 (2.74%) Infrastructure Architect
10 2 (2.74%) Java Engineer
10 2 (2.74%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 16 (21.92%) LAMP
2 13 (17.81%) Flask
2 13 (17.81%) RESTful
3 12 (16.44%) LAPP Stack
3 12 (16.44%) LEMP Stack
4 11 (15.07%) RAML
4 11 (15.07%) Swagger
5 10 (13.70%) Sensu
6 7 (9.59%) Django
7 5 (6.85%) .NET
8 3 (4.11%) ActiveMQ
8 3 (4.11%) Apache Camel
8 3 (4.11%) Flash
8 3 (4.11%) Kafka
8 3 (4.11%) REST
8 3 (4.11%) Spring
9 2 (2.74%) AngularJS
9 2 (2.74%) JDBC
9 2 (2.74%) React
10 1 (1.37%) XML
Miscellaneous
1 13 (17.81%) Data Centre
2 12 (16.44%) Private Cloud
3 3 (4.11%) EMC VNX
3 3 (4.11%) N-Tier
4 2 (2.74%) Greenfield Project
4 2 (2.74%) Online Games
5 1 (1.37%) Management Information System
Operating Systems
1 67 (91.78%) Linux
2 45 (61.64%) Unix
3 20 (27.40%) Windows
4 6 (8.22%) Red Hat Enterprise Linux
5 1 (1.37%) Windows Server
Processes & Methodologies
1 67 (91.78%) DevOps
2 59 (80.82%) Agile Software Development
3 52 (71.23%) Configuration Management
4 42 (57.53%) Continuous Integration
5 28 (38.36%) Scrum
6 25 (34.25%) DSDM
6 25 (34.25%) RUP
7 8 (10.96%) API Design
7 8 (10.96%) Presales
8 6 (8.22%) Continuous Delivery
9 5 (6.85%) Auto-Scaling
9 5 (6.85%) ITIL
9 5 (6.85%) OWASP
9 5 (6.85%) Software Engineering
10 4 (5.48%) Disaster Recovery
10 4 (5.48%) Microservices
10 4 (5.48%) Performance Tuning
11 3 (4.11%) Business Transformation
11 3 (4.11%) Digital Transformation Programme
11 3 (4.11%) Test Automation
Programming Languages
1 64 (87.67%) Python
2 48 (65.75%) Ruby
3 47 (64.38%) Bash Shell
4 30 (41.10%) SQL
5 25 (34.25%) Shell Script
6 13 (17.81%) Go
7 7 (9.59%) JavaScript
8 4 (5.48%) Java
9 3 (4.11%) PowerShell
10 1 (1.37%) C
10 1 (1.37%) Perl
10 1 (1.37%) PHP
Qualifications
1 2 (2.74%) Degree
2 1 (1.37%) CCIE
2 1 (1.37%) CCNP
2 1 (1.37%) Cisco Certification
Quality Assurance & Compliance
1 14 (19.18%) GCP
2 2 (2.74%) QA
System Software
1 34 (46.58%) vSphere
2 29 (39.73%) Docker
3 28 (38.36%) XenServer
4 25 (34.25%) Xen
5 12 (16.44%) Varnish
6 3 (4.11%) Active Directory
7 2 (2.74%) VMware Infrastructure
8 1 (1.37%) VMware ESXi
Systems Management
1 56 (76.71%) Puppet
2 49 (67.12%) Opscode Chef
3 36 (49.32%) Ansible
4 31 (42.47%) Cobbler
5 25 (34.25%) Tivoli
6 20 (27.40%) Kubernetes
7 13 (17.81%) logstash
8 12 (16.44%) HAProxy
9 11 (15.07%) Terraform
10 10 (13.70%) Graphite
10 10 (13.70%) Graylog
10 10 (13.70%) ZABBIX
11 4 (5.48%) OpenNebula
12 3 (4.11%) Rancher
13 1 (1.37%) Salt
Vendors
1 25 (34.25%) Oracle
2 24 (32.88%) EnterpriseDB
3 19 (26.03%) SaltStack
4 12 (16.44%) VMware
5 6 (8.22%) Red Hat
6 4 (5.48%) Google
6 4 (5.48%) Juniper
6 4 (5.48%) Microsoft
7 3 (4.11%) EMC
8 1 (1.37%) Apigee
8 1 (1.37%) Cisco
8 1 (1.37%) Zend