Period
to 11 December 2018

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

Ansible
Scotland > Glasgow
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 62 76 126
Rank change year-on-year +14 +50 +18
Permanent jobs citing Ansible 110 80 8
As % of all permanent IT jobs advertised in Glasgow 5.21% 3.46% 0.39%
As % of the Systems Management category 46.22% 42.33% 5.48%
Number of salaries quoted 100 32 6
Glasgow median annual salary £50,000 £51,250 £42,500
Median salary % change year-on-year -2.44% +20.59% -
10th Percentile £41,250 £37,650 £38,125
90th Percentile £65,000 £60,000 £50,000
Scotland median annual salary £50,000 £60,000 £50,000
% change year-on-year -16.67% +20.00% +17.65%

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 238 189 146
As % of all permanent IT jobs advertised in Glasgow 11.26% 8.18% 7.11%
Number of salaries quoted 187 103 74
Glasgow median annual salary £50,000 £48,000 £40,500
Median salary % change year-on-year +4.17% +18.52% -4.71%
10th Percentile £32,800 £31,250 £32,500
90th Percentile £65,000 £57,500 £56,250
Scotland median annual salary £50,000 £47,500 £42,500
% change year-on-year +5.26% +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 2018.

Salary histogram for Ansible in Glasgow

For the 6 months to 11 December 2018, IT jobs citing Ansible 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 Glasgow region with a requirement for Ansible.

1 79 (71.82%) Puppet
2 77 (70.00%) Agile Software Development
3 73 (66.36%) SQL
3 73 (66.36%) Python
4 72 (65.45%) Docker
5 68 (61.82%) HTML
5 68 (61.82%) Java
5 68 (61.82%) JavaScript
5 68 (61.82%) Oracle
6 64 (58.18%) Maven
7 55 (50.00%) MySQL
8 54 (49.09%) Enterprise Software
9 53 (48.18%) Jenkins
9 53 (48.18%) SDLC
10 50 (45.45%) Collaborative Working
10 50 (45.45%) Spring
10 50 (45.45%) Hibernate
11 49 (44.55%) Finance
11 49 (44.55%) NoSQL
11 49 (44.55%) Hadoop
12 48 (43.64%) AngularJS
12 48 (43.64%) PostgreSQL
12 48 (43.64%) PHP
12 48 (43.64%) OOP
12 48 (43.64%) OO
13 45 (40.91%) Git (software)
14 41 (37.27%) DevOps
15 33 (30.00%) TeamCity
16 31 (28.18%) Opscode Chef
17 29 (26.36%) Amazon AWS

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 6 (5.45%) Tomcat
2 5 (4.55%) Apache
3 1 (0.91%) JBoss
3 1 (0.91%) Jetty
3 1 (0.91%) WebLogic
3 1 (0.91%) WebSphere
Cloud Services
1 29 (26.36%) Amazon AWS
2 23 (20.91%) Microsoft Azure
3 7 (6.36%) Amazon CloudWatch
4 4 (3.64%) Datadog
5 2 (1.82%) Google Cloud Platform
6 1 (0.91%) Google Analytics
Communications & Networking
1 5 (4.55%) Firewall
2 1 (0.91%) AMQP
2 1 (0.91%) SAN
Database & Business Intelligence
1 55 (50.00%) MySQL
2 49 (44.55%) Hadoop
2 49 (44.55%) NoSQL
3 48 (43.64%) PostgreSQL
4 22 (20.00%) Big Data
5 9 (8.18%) SQL Server
6 7 (6.36%) Amazon DynamoDB
6 7 (6.36%) Amazon RDS
6 7 (6.36%) MongoDB
7 2 (1.82%) Azure SQL Database
8 1 (0.91%) Couchbase
8 1 (0.91%) Redis
8 1 (0.91%) Riak
Development Applications
1 64 (58.18%) Maven
2 53 (48.18%) Jenkins
3 45 (40.91%) Git (software)
4 33 (30.00%) TeamCity
5 16 (14.55%) Artifactory
6 15 (13.64%) Subversion
7 12 (10.91%) JIRA
8 11 (10.00%) CircleCI
8 11 (10.00%) CruiseControl
9 8 (7.27%) Bitbucket
10 7 (6.36%) GitLab
10 7 (6.36%) Vagrant
11 6 (5.45%) GoCD
11 6 (5.45%) Sonatype Nexus
12 2 (1.82%) Team Foundation Server
13 1 (0.91%) Cucumber
13 1 (0.91%) FitNesse
13 1 (0.91%) Selenium
General
1 49 (44.55%) Finance
Job Titles
1 45 (40.91%) Developer
1 45 (40.91%) Java Developer
2 38 (34.55%) DevOps Engineer
3 23 (20.91%) Technical Leader
4 4 (3.64%) Automation Engineer
5 2 (1.82%) AWS DevOps
5 2 (1.82%) AWS DevOps Engineer
5 2 (1.82%) AWS Engineer
5 2 (1.82%) Lead DevOps
5 2 (1.82%) Senior DevOps
5 2 (1.82%) Senior DevOps Engineer
6 1 (0.91%) DevOps Systems Engineer
6 1 (0.91%) Infrastructure Engineer
6 1 (0.91%) Linux DevOps Engineer
6 1 (0.91%) Linux Engineer
6 1 (0.91%) Linux/Unix DevOps
6 1 (0.91%) Python Engineer
6 1 (0.91%) Senior Developer
6 1 (0.91%) Senior Java Developer
6 1 (0.91%) Systems Engineer
Libraries, Frameworks & Software Standards
1 68 (61.82%) HTML
2 50 (45.45%) Hibernate
2 50 (45.45%) Spring
3 48 (43.64%) AngularJS
4 19 (17.27%) CSS
4 19 (17.27%) jQuery
5 10 (9.09%) Elastic Stack
6 7 (6.36%) RabbitMQ
7 1 (0.91%) HTML5
7 1 (0.91%) JMS
7 1 (0.91%) JPA
7 1 (0.91%) Kafka
7 1 (0.91%) Redux
7 1 (0.91%) TIBCO EMS
7 1 (0.91%) WebSphere MQ
Miscellaneous
1 54 (49.09%) Enterprise Software
2 19 (17.27%) Robotics
3 2 (1.82%) Fintech
4 1 (0.91%) User Experience
Operating Systems
1 29 (26.36%) Linux
2 18 (16.36%) Windows
3 10 (9.09%) Red Hat Enterprise Linux
4 8 (7.27%) Unix
5 2 (1.82%) CentOS
5 2 (1.82%) Ubuntu
Processes & Methodologies
1 77 (70.00%) Agile Software Development
2 53 (48.18%) SDLC
3 50 (45.45%) Collaborative Working
4 48 (43.64%) OO
4 48 (43.64%) OOP
5 41 (37.27%) DevOps
6 24 (21.82%) TDD
7 21 (19.09%) Continuous Integration
8 20 (18.18%) Mentoring
9 19 (17.27%) Artificial Intelligence
10 18 (16.36%) Front End Development
11 12 (10.91%) Analytics
12 10 (9.09%) Continuous Delivery
13 8 (7.27%) Deployment Automation
14 7 (6.36%) Test Automation
15 6 (5.45%) Load Balancing
16 4 (3.64%) Configuration Management
16 4 (3.64%) Issue Tracking
16 4 (3.64%) Open Source
16 4 (3.64%) Open Source Development
Programming Languages
1 73 (66.36%) Python
1 73 (66.36%) SQL
2 68 (61.82%) Java
2 68 (61.82%) JavaScript
3 48 (43.64%) PHP
4 18 (16.36%) PL/SQL
5 12 (10.91%) Bash Shell
6 8 (7.27%) PowerShell
7 2 (1.82%) Perl
8 1 (0.91%) Ruby
Quality Assurance & Compliance
1 1 (0.91%) QA
System Software
1 72 (65.45%) Docker
2 1 (0.91%) Virtual Machines
2 1 (0.91%) VMware Infrastructure
Systems Management
1 79 (71.82%) Puppet
2 31 (28.18%) Opscode Chef
3 10 (9.09%) Terraform
4 8 (7.27%) Icinga
5 6 (5.45%) Graphite
5 6 (5.45%) HAProxy
5 6 (5.45%) Nagios
5 6 (5.45%) Packer
6 1 (0.91%) Capistrano
6 1 (0.91%) Cobbler
Vendors
1 68 (61.82%) Oracle
2 13 (11.82%) New Relic
3 7 (6.36%) VMware
4 4 (3.64%) Perforce
5 2 (1.82%) Red Hat
6 1 (0.91%) Google
6 1 (0.91%) IBM
6 1 (0.91%) Informatica
6 1 (0.91%) Microsoft
6 1 (0.91%) TIBCO
6 1 (0.91%) Twitter