Period
to 11 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Ansible skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Ansible over the 6 months to 11 December 2017 with a comparison to the same period in the previous 2 years.

Ansible
Scotland > Glasgow
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 75 125 142
Rank change year-on-year +50 +17 +13
Permanent jobs citing Ansible 80 8 12
As % of all permanent IT jobs advertised in Glasgow 3.46% 0.39% 0.46%
As % of the Systems Management category 43.01% 5.88% 7.19%
Number of salaries quoted 32 6 10
Glasgow median annual salary £51,250 £42,500 £42,500
Median salary % change year-on-year +20.59% - -7.10%
10th Percentile £37,650 £38,125 £40,500
90th Percentile £60,000 £50,000 £44,375
Scotland median annual salary £60,000 £50,000 £42,500
% change year-on-year +20.00% +17.65% +7.59%

Ansible is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for systems management skills.

All Systems Management Skills
Glasgow
Permanent vacancies with a requirement for systems management skills 186 136 167
As % of all permanent IT jobs advertised in Glasgow 8.05% 6.62% 6.43%
Number of salaries quoted 102 72 106
Glasgow median annual salary £47,750 £40,000 £42,500
Median salary % change year-on-year +19.38% -5.88% -
10th Percentile £31,250 £32,500 £31,250
90th Percentile £57,500 £56,250 £63,750
Scotland median annual salary £47,500 £42,500 £42,500
% change year-on-year +11.76% - -

Ansible
Job Vacancy Trend in Glasgow

Job postings citing Ansible as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Ansible in Glasgow

Ansible
Salary Trend in Glasgow

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

Salary trend for Ansible in Glasgow

Ansible
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Ansible in Glasgow over the 6 months to 11 December 2017.

Salary histogram for Ansible in Glasgow

For the 6 months to 11 December 2017, IT jobs citing Ansible 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 Glasgow region with a requirement for Ansible.

1 67 (83.75%) Puppet
2 55 (68.75%) Docker
3 51 (63.75%) Opscode Chef
4 49 (61.25%) Python
4 49 (61.25%) Agile Software Development
5 38 (47.50%) JavaScript
5 38 (47.50%) NoSQL
6 37 (46.25%) Java
6 37 (46.25%) Spring
6 37 (46.25%) Hibernate
7 35 (43.75%) Linux
8 33 (41.25%) MongoDB
9 32 (40.00%) Jenkins
9 32 (40.00%) HTML
9 32 (40.00%) Ruby
10 31 (38.75%) DevOps
11 30 (37.50%) Vagrant
11 30 (37.50%) Amazon AWS
11 30 (37.50%) Scrum
12 29 (36.25%) Bash Shell
13 28 (35.00%) TDD
14 27 (33.75%) Tomcat
14 27 (33.75%) IBM
14 27 (33.75%) RabbitMQ
14 27 (33.75%) Hadoop
15 25 (31.25%) Microsoft Azure
15 25 (31.25%) Redis
16 24 (30.00%) WebSphere
17 23 (28.75%) Test Automation
18 22 (27.50%) HTML5

Ansible
Co-occurring IT Skills in Glasgow 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 27 (33.75%) Tomcat
2 24 (30.00%) WebSphere
3 21 (26.25%) JBoss
3 21 (26.25%) Jetty
3 21 (26.25%) WebLogic
4 8 (10.00%) Confluence
5 4 (5.00%) IBM HTTP Server
5 4 (5.00%) WebSphere Application Server
6 3 (3.75%) Apache
6 3 (3.75%) WebSphere Portal
7 2 (2.50%) SharePoint
8 1 (1.25%) nginx
Applications
1 1 (1.25%) Mingle
Cloud Services
1 30 (37.50%) Amazon AWS
2 25 (31.25%) Microsoft Azure
3 6 (7.50%) GitHub
3 6 (7.50%) Google Cloud Platform
3 6 (7.50%) OpenShift
4 2 (2.50%) Amazon EC2
4 2 (2.50%) AWS CloudFormation
4 2 (2.50%) Cloud Computing
4 2 (2.50%) IaaS
4 2 (2.50%) PaaS
5 1 (1.25%) Amazon S3
5 1 (1.25%) Heroku
5 1 (1.25%) SaaS
5 1 (1.25%) Virtual Private Cloud
Communications & Networking
1 20 (25.00%) AMQP
2 8 (10.00%) Firewall
2 8 (10.00%) Internet
3 7 (8.75%) HTTP
3 7 (8.75%) SSL
4 4 (5.00%) HTTPS
5 3 (3.75%) DNS
5 3 (3.75%) TCP/IP
5 3 (3.75%) VPN
6 2 (2.50%) Intrusion Detection
6 2 (2.50%) IPsec
6 2 (2.50%) SMTP
Database & Business Intelligence
1 38 (47.50%) NoSQL
2 33 (41.25%) MongoDB
3 27 (33.75%) Hadoop
4 25 (31.25%) Redis
5 21 (26.25%) Couchbase
5 21 (26.25%) Riak
6 12 (15.00%) MySQL
7 11 (13.75%) PostgreSQL
8 1 (1.25%) Amazon RDS
8 1 (1.25%) SQL Server
Development Applications
1 32 (40.00%) Jenkins
2 30 (37.50%) Vagrant
3 21 (26.25%) Cucumber
3 21 (26.25%) FitNesse
3 21 (26.25%) Selenium
4 16 (20.00%) Maven
5 12 (15.00%) Gradle
6 9 (11.25%) JIRA
7 8 (10.00%) TeamCity
8 7 (8.75%) Bitbucket
9 6 (7.50%) Subversion
10 5 (6.25%) Git (software)
11 4 (5.00%) GoCD
12 3 (3.75%) Sonatype Nexus
13 2 (2.50%) Team Foundation Server
14 1 (1.25%) Atlassian Bamboo
14 1 (1.25%) Codeship
14 1 (1.25%) Hudson
General
1 18 (22.50%) Finance
2 4 (5.00%) Law
3 3 (3.75%) Banking
Job Titles
1 38 (47.50%) Developer
2 29 (36.25%) Java Developer
3 19 (23.75%) DevOps Engineer
4 18 (22.50%) Full Stack Developer
5 11 (13.75%) Senior DevOps
5 11 (13.75%) Senior DevOps Engineer
6 7 (8.75%) Technical Specialist
7 4 (5.00%) Administrator
7 4 (5.00%) Lead Developer
7 4 (5.00%) Lead DevOps
8 3 (3.75%) Cloud Engineer
8 3 (3.75%) Consultant
8 3 (3.75%) DevOps Consultant
9 2 (2.50%) Linux Specialist
9 2 (2.50%) Release Manager
9 2 (2.50%) Security Administrator
9 2 (2.50%) Systems Administrator
9 2 (2.50%) Systems Engineer
9 2 (2.50%) Unix Engineer
9 2 (2.50%) Unix Systems Engineer
Libraries, Frameworks & Software Standards
1 37 (46.25%) Hibernate
1 37 (46.25%) Spring
2 32 (40.00%) HTML
3 27 (33.75%) RabbitMQ
4 22 (27.50%) HTML5
5 20 (25.00%) JMS
5 20 (25.00%) JPA
5 20 (25.00%) Kafka
5 20 (25.00%) TIBCO EMS
5 20 (25.00%) WebSphere MQ
6 13 (16.25%) AngularJS
7 6 (7.50%) Drools
8 4 (5.00%) J2EE
8 4 (5.00%) Middleware
8 4 (5.00%) Web Services
9 3 (3.75%) Elastic Stack
10 2 (2.50%) LAMP
10 2 (2.50%) Node.js
10 2 (2.50%) React
11 1 (1.25%) YAML
Miscellaneous
1 10 (12.50%) Enterprise Software
2 4 (5.00%) DataPower
2 4 (5.00%) Internet of Things
2 4 (5.00%) Public Cloud
3 2 (2.50%) Data Centre
3 2 (2.50%) Management Information System
4 1 (1.25%) VLE
Operating Systems
1 35 (43.75%) Linux
2 16 (20.00%) Red Hat Enterprise Linux
3 7 (8.75%) AIX
3 7 (8.75%) CentOS
3 7 (8.75%) Solaris
3 7 (8.75%) Unix
4 6 (7.50%) Ubuntu
5 2 (2.50%) Amazon Linux
6 1 (1.25%) Windows
Processes & Methodologies
1 49 (61.25%) Agile Software Development
2 31 (38.75%) DevOps
3 30 (37.50%) Scrum
4 28 (35.00%) TDD
5 23 (28.75%) Test Automation
6 22 (27.50%) BDD
6 22 (27.50%) Software Engineering
6 22 (27.50%) UML
7 21 (26.25%) DSDM
7 21 (26.25%) Kanban
7 21 (26.25%) Multithreading
8 20 (25.00%) Concurrent Programming
8 20 (25.00%) Integration Testing
8 20 (25.00%) RUP
8 20 (25.00%) System Testing
9 17 (21.25%) Continuous Integration
10 11 (13.75%) Configuration Management
11 10 (12.50%) Collaborative Working
11 10 (12.50%) Mentoring
11 10 (12.50%) SDLC
Programming Languages
1 49 (61.25%) Python
2 38 (47.50%) JavaScript
3 37 (46.25%) Java
4 32 (40.00%) Ruby
5 29 (36.25%) Bash Shell
6 11 (13.75%) PHP
7 10 (12.50%) Shell Script
8 8 (10.00%) Perl
9 6 (7.50%) SQL
10 5 (6.25%) PowerShell
11 1 (1.25%) C#
Qualifications
1 7 (8.75%) Security Cleared
2 1 (1.25%) Degree
2 1 (1.25%) SC Cleared
Quality Assurance & Compliance
1 20 (25.00%) QA
System Software
1 55 (68.75%) Docker
2 5 (6.25%) Virtual Machines
3 4 (5.00%) Apache Flume
4 2 (2.50%) VMware Infrastructure
Systems Management
1 67 (83.75%) Puppet
2 51 (63.75%) Opscode Chef
3 21 (26.25%) Cobbler
4 8 (10.00%) Kubernetes
5 7 (8.75%) Packer
6 3 (3.75%) Graphite
6 3 (3.75%) HAProxy
6 3 (3.75%) Icinga
7 1 (1.25%) CFEngine
7 1 (1.25%) Docker Swarm
7 1 (1.25%) Grafana
7 1 (1.25%) Nagios
7 1 (1.25%) Terraform
7 1 (1.25%) ZABBIX
Vendors
1 27 (33.75%) IBM
2 20 (25.00%) TIBCO
3 12 (15.00%) Oracle
4 8 (10.00%) Informatica
4 8 (10.00%) Red Hat
5 6 (7.50%) Google
5 6 (7.50%) VMware
6 3 (3.75%) Microsoft
6 3 (3.75%) ServiceNow
7 1 (1.25%) Citrix