Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Apache CloudStack
UK
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 1111 1109 1230
Rank change year-on-year -2 +121 +47
Permanent jobs citing CloudStack 95 134 71
As % of all permanent IT jobs advertised in the UK 0.053% 0.071% 0.033%
As % of the Application Platforms category 0.30% 0.39% 0.17%
Number of salaries quoted 91 130 66
UK median annual salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.35% - -4.17%
10th Percentile £52,500 £36,250 £40,000
90th Percentile £82,500 £72,625 £77,500
UK excluding London median annual salary £60,000 £42,500 £48,750
% change year-on-year +41.18% -12.82% +21.88%

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 with a requirement for application platform skills.

All Application Platform Skills
UK
Permanent vacancies with a requirement for application platform skills 31588 34432 40984
As % of all permanent IT jobs advertised in the UK 17.46% 18.23% 18.86%
Number of salaries quoted 25549 29114 34107
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £27,000 £26,750 £26,250
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £40,000 £40,000 £40,000

CloudStack
Job Vacancy Trend

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

Job vacancy trend for CloudStack in the UK

CloudStack
Salary Trend

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

Salary trend for CloudStack in the UK

CloudStack
Salary Histogram

The salary distribution of IT jobs citing CloudStack over the 6 months to 21 November 2017.

Salary histogram for CloudStack in the UK

CloudStack
Top 10 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing CloudStack within the UK over the 6 months to 21 November 2017. 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 -11 95 £60,000 +17.07% 8
UK excluding London -19 49 £60,000 +41.18% 5
London +34 46 £75,000 +15.38% 4
North of England -17 39 £60,000 +41.18% 3
Yorkshire +2 21 £60,000 +41.18% 2
North West -9 18 £60,000 +41.18% 1
East Midlands +43 6 £57,500 +15.00% 1
Midlands +39 6 £57,500 +15.00% 1
South East +45 2 £47,500 +18.75%
South West 0 2 £62,500 -7.41%

For the 6 months to 21 November 2017, 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 with a requirement for CloudStack.

1 88 (92.63%) Linux
2 87 (91.58%) DevOps
3 86 (90.53%) OpenStack
4 85 (89.47%) Python
5 78 (82.11%) Agile Software Development
5 78 (82.11%) Puppet
6 76 (80.00%) Opscode Chef
7 75 (78.95%) Ruby
7 75 (78.95%) Configuration Management
8 74 (77.89%) Bash Shell
9 72 (75.79%) Unix
10 71 (74.74%) Continuous Integration
11 56 (58.95%) Scrum
12 55 (57.89%) XenServer
13 54 (56.84%) vSphere
13 54 (56.84%) Cobbler
14 53 (55.79%) Xen
14 53 (55.79%) Tivoli
14 53 (55.79%) Shell Script
14 53 (55.79%) RUP
14 53 (55.79%) DSDM
14 53 (55.79%) SQL
14 53 (55.79%) Oracle
15 52 (54.74%) EnterpriseDB
16 45 (47.37%) Git (software)
17 43 (45.26%) Amazon AWS
18 41 (43.16%) Ansible
19 40 (42.11%) Jenkins
20 33 (34.74%) Windows
21 30 (31.58%) Docker

CloudStack
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 86 (90.53%) OpenStack
2 23 (24.21%) Apache
3 19 (20.00%) Cloud Foundry
3 19 (20.00%) Elasticsearch
4 18 (18.95%) IIS
4 18 (18.95%) nginx
5 12 (12.63%) JBoss
5 12 (12.63%) WebLogic
5 12 (12.63%) WebSphere
6 7 (7.37%) WebSphere Application Server
Cloud Services
1 43 (45.26%) Amazon AWS
2 20 (21.05%) Microsoft Azure
3 19 (20.00%) Google Cloud Platform
4 1 (1.05%) Amazon EC2
4 1 (1.05%) AWS CloudFormation
4 1 (1.05%) Cloud Computing
4 1 (1.05%) DigitalOcean
4 1 (1.05%) IaaS
4 1 (1.05%) PaaS
Communications & Networking
1 23 (24.21%) Firewall
2 13 (13.68%) TCP/IP
3 10 (10.53%) VLAN
4 4 (4.21%) DNS
5 2 (2.11%) DHCP
5 2 (2.11%) HTTP
5 2 (2.11%) HTTPS
5 2 (2.11%) MPLS
5 2 (2.11%) SMTP
5 2 (2.11%) SSH
5 2 (2.11%) VoIP
5 2 (2.11%) VPN
5 2 (2.11%) WAN
6 1 (1.05%) BGP
6 1 (1.05%) Ethernet
6 1 (1.05%) OpenFlow
Database & Business Intelligence
1 27 (28.42%) Redis
2 22 (23.16%) MySQL
3 20 (21.05%) MongoDB
4 19 (20.00%) Apache Cassandra
4 19 (20.00%) MariaDB
5 18 (18.95%) Hadoop
5 18 (18.95%) PostgreSQL
6 9 (9.47%) Riak
7 3 (3.16%) NoSQL
8 1 (1.05%) Big Data
Development Applications
1 45 (47.37%) Git (software)
2 40 (42.11%) Jenkins
3 20 (21.05%) Atlassian Bamboo
4 16 (16.84%) Subversion
4 16 (16.84%) TeamCity
5 3 (3.16%) Ant
5 3 (3.16%) GoCD
5 3 (3.16%) Gradle
5 3 (3.16%) Maven
6 2 (2.11%) JIRA
General
1 6 (6.32%) Finance
2 5 (5.26%) Games
3 3 (3.16%) Banking
3 3 (3.16%) Retail
3 3 (3.16%) Telecoms
Job Titles
1 63 (66.32%) DevOps Engineer
2 44 (46.32%) Platform Engineer
3 10 (10.53%) Architect
3 10 (10.53%) Developer
4 9 (9.47%) Consultant
4 9 (9.47%) DevOps Consultant
5 8 (8.42%) Python Developer
6 6 (6.32%) Cloud Developer
7 5 (5.26%) AWS Engineer
7 5 (5.26%) Infrastructure Architect
8 4 (4.21%) AWS DevOps
8 4 (4.21%) Cloud Architect
8 4 (4.21%) Senior Developer
8 4 (4.21%) Senior Python Developer
9 3 (3.16%) AWS DevOps Engineer
9 3 (3.16%) DevOps Architect
9 3 (3.16%) Java Engineer
9 3 (3.16%) Linux Engineer
9 3 (3.16%) Linux/Unix DevOps
9 3 (3.16%) Software Engineer
Libraries, Frameworks & Software Standards
1 24 (25.26%) LAMP
2 18 (18.95%) LEMP Stack
3 17 (17.89%) LAPP Stack
4 13 (13.68%) .NET
5 10 (10.53%) RESTful
5 10 (10.53%) Sensu
6 8 (8.42%) RAML
6 8 (8.42%) Swagger
7 6 (6.32%) Flask
8 5 (5.26%) Django
9 4 (4.21%) REST
10 3 (3.16%) ActiveMQ
10 3 (3.16%) Apache Camel
10 3 (3.16%) Flash
11 2 (2.11%) AngularJS
11 2 (2.11%) React
11 2 (2.11%) Spring
11 2 (2.11%) Web Services
12 1 (1.05%) Dropwizard
12 1 (1.05%) Pyramid
Miscellaneous
1 20 (21.05%) Private Cloud
2 9 (9.47%) Data Centre
3 3 (3.16%) N-Tier
4 2 (2.11%) EMC VNX
5 1 (1.05%) Greenfield Project
5 1 (1.05%) Management Information System
5 1 (1.05%) Online Games
Operating Systems
1 88 (92.63%) Linux
2 72 (75.79%) Unix
3 33 (34.74%) Windows
4 15 (15.79%) Red Hat Enterprise Linux
5 1 (1.05%) CentOS
5 1 (1.05%) Ubuntu
5 1 (1.05%) Windows Server
Processes & Methodologies
1 87 (91.58%) DevOps
2 78 (82.11%) Agile Software Development
3 75 (78.95%) Configuration Management
4 71 (74.74%) Continuous Integration
5 56 (58.95%) Scrum
6 53 (55.79%) DSDM
6 53 (55.79%) RUP
7 15 (15.79%) Auto-Scaling
7 15 (15.79%) OWASP
8 14 (14.74%) ITIL
9 12 (12.63%) Disaster Recovery
9 12 (12.63%) Performance Tuning
10 7 (7.37%) Continuous Delivery
11 6 (6.32%) Build Automation
11 6 (6.32%) Software Engineering
12 5 (5.26%) API Design
12 5 (5.26%) Mentoring
13 4 (4.21%) Presales
14 3 (3.16%) Microservices
14 3 (3.16%) Strategic Planning
Programming Languages
1 85 (89.47%) Python
2 75 (78.95%) Ruby
3 74 (77.89%) Bash Shell
4 53 (55.79%) Shell Script
4 53 (55.79%) SQL
5 7 (7.37%) Go
6 4 (4.21%) Java
6 4 (4.21%) JavaScript
7 2 (2.11%) C
7 2 (2.11%) PowerShell
8 1 (1.05%) Perl
8 1 (1.05%) PHP
Qualifications
1 2 (2.11%) Degree
2 1 (1.05%) AWS Certification
2 1 (1.05%) CCIE
2 1 (1.05%) CCNP
2 1 (1.05%) Cisco Certification
Quality Assurance & Compliance
1 15 (15.79%) GCP
2 1 (1.05%) QA
System Software
1 55 (57.89%) XenServer
2 54 (56.84%) vSphere
3 53 (55.79%) Xen
4 30 (31.58%) Docker
5 17 (17.89%) Varnish
6 2 (2.11%) Active Directory
6 2 (2.11%) VMware Infrastructure
7 1 (1.05%) VMware ESXi
Systems Management
1 78 (82.11%) Puppet
2 76 (80.00%) Opscode Chef
3 54 (56.84%) Cobbler
4 53 (55.79%) Tivoli
5 41 (43.16%) Ansible
6 24 (25.26%) Kubernetes
7 17 (17.89%) HAProxy
8 16 (16.84%) Terraform
9 10 (10.53%) Graphite
9 10 (10.53%) Graylog
9 10 (10.53%) logstash
9 10 (10.53%) ZABBIX
10 6 (6.32%) Salt
11 4 (4.21%) OpenNebula
Vendors
1 53 (55.79%) Oracle
2 52 (54.74%) EnterpriseDB
3 19 (20.00%) SaltStack
4 16 (16.84%) Red Hat
5 12 (12.63%) Microsoft
6 10 (10.53%) VMware
7 4 (4.21%) Google
8 3 (3.16%) IBM
8 3 (3.16%) Juniper
9 2 (2.11%) EMC
10 1 (1.05%) Apigee
10 1 (1.05%) Cisco
10 1 (1.05%) Rackspace
10 1 (1.05%) Zend