Period
to 19 October 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 19 October 2018 with a comparison to the same period in the previous 2 years.

Ansible
Scotland > Glasgow
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 55 97 141
Rank change year-on-year +42 +44 +9
Permanent jobs citing Ansible 122 54 10
As % of all permanent IT jobs advertised in Glasgow 5.58% 2.42% 0.44%
As % of the Systems Management category 49.59% 36.49% 5.52%
Number of salaries quoted 98 21 6
Glasgow median annual salary £50,000 £52,500 £42,500
Median salary % change year-on-year -4.76% +23.53% -
10th Percentile £41,250 £42,500 £38,125
90th Percentile £65,000 £60,000 £50,000
Scotland median annual salary £50,000 £62,500 £50,000
% change year-on-year -20.00% +25.00% +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 246 148 181
As % of all permanent IT jobs advertised in Glasgow 11.24% 6.62% 7.98%
Number of salaries quoted 188 80 69
Glasgow median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% -
10th Percentile £32,500 £30,450 £32,500
90th Percentile £65,000 £57,625 £55,250
Scotland median annual salary £50,000 £47,500 £43,500
% change year-on-year +5.26% +9.20% +2.35%

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 19 October 2018.

Salary histogram for Ansible in Glasgow

For the 6 months to 19 October 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 87 (71.31%) Agile Software Development
2 84 (68.85%) Python
3 82 (67.21%) Puppet
4 78 (63.93%) Docker
5 73 (59.84%) Java
6 72 (59.02%) SQL
7 68 (55.74%) JavaScript
7 68 (55.74%) HTML
8 67 (54.92%) Maven
9 66 (54.10%) Oracle
10 59 (48.36%) MySQL
11 58 (47.54%) Finance
11 58 (47.54%) Enterprise Software
12 57 (46.72%) Hibernate
12 57 (46.72%) Spring
13 56 (45.90%) Hadoop
13 56 (45.90%) SDLC
14 55 (45.08%) NoSQL
15 53 (43.44%) Jenkins
16 52 (42.62%) AngularJS
16 52 (42.62%) Collaborative Working
16 52 (42.62%) OO
17 51 (41.80%) OOP
17 51 (41.80%) PHP
17 51 (41.80%) PostgreSQL
18 49 (40.16%) DevOps
19 41 (33.61%) Git (software)
20 37 (30.33%) Amazon AWS
20 37 (30.33%) Linux
21 31 (25.41%) Opscode Chef

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 9 (7.38%) Tomcat
2 5 (4.10%) Apache
3 4 (3.28%) Jetty
4 3 (2.46%) JBoss
4 3 (2.46%) WebLogic
4 3 (2.46%) WebSphere
5 2 (1.64%) Apache Spark
6 1 (0.82%) Apache Pig
6 1 (0.82%) Apache Solr
Applications
1 3 (2.46%) Mingle
Cloud Services
1 37 (30.33%) Amazon AWS
2 27 (22.13%) Microsoft Azure
3 7 (5.74%) Amazon CloudWatch
4 5 (4.10%) Cloud Computing
5 4 (3.28%) Datadog
6 3 (2.46%) IaaS
6 3 (2.46%) PaaS
6 3 (2.46%) SaaS
7 2 (1.64%) Google Cloud Platform
8 1 (0.82%) GitHub
8 1 (0.82%) Google Analytics
8 1 (0.82%) Serverless
Communications & Networking
1 9 (7.38%) Firewall
2 3 (2.46%) AMQP
3 1 (0.82%) SAN
Database & Business Intelligence
1 59 (48.36%) MySQL
2 56 (45.90%) Hadoop
3 55 (45.08%) NoSQL
4 51 (41.80%) PostgreSQL
5 18 (14.75%) Big Data
6 13 (10.66%) MongoDB
7 9 (7.38%) SQL Server
8 7 (5.74%) Amazon DynamoDB
8 7 (5.74%) Amazon RDS
9 3 (2.46%) Couchbase
9 3 (2.46%) Redis
9 3 (2.46%) Riak
10 2 (1.64%) Azure SQL Database
11 1 (0.82%) Apache Hive
11 1 (0.82%) Data Lake
11 1 (0.82%) HBase
11 1 (0.82%) IBM BigInsights
11 1 (0.82%) Relational Database
Development Applications
1 67 (54.92%) Maven
2 53 (43.44%) Jenkins
3 41 (33.61%) Git (software)
4 27 (22.13%) TeamCity
5 16 (13.11%) Artifactory
6 15 (12.30%) Subversion
7 13 (10.66%) Vagrant
8 11 (9.02%) CircleCI
8 11 (9.02%) CruiseControl
8 11 (9.02%) GoCD
8 11 (9.02%) JIRA
9 10 (8.20%) GitLab
9 10 (8.20%) Sonatype Nexus
10 7 (5.74%) Bitbucket
11 4 (3.28%) Cucumber
11 4 (3.28%) Selenium
12 3 (2.46%) FitNesse
13 1 (0.82%) JUnit
13 1 (0.82%) Team Foundation Server
13 1 (0.82%) TestNG
General
1 58 (47.54%) Finance
2 1 (0.82%) Banking
Job Titles
1 45 (36.89%) Developer
1 45 (36.89%) Java Developer
2 40 (32.79%) DevOps Engineer
3 23 (18.85%) Technical Leader
4 4 (3.28%) Automation Engineer
5 3 (2.46%) Architect
5 3 (2.46%) Cloud Architect
5 3 (2.46%) Linux Engineer
5 3 (2.46%) Scrum Master
6 2 (1.64%) AWS DevOps
6 2 (1.64%) AWS DevOps Engineer
6 2 (1.64%) AWS Engineer
6 2 (1.64%) Lead DevOps
6 2 (1.64%) Linux DevOps Engineer
6 2 (1.64%) Linux/Unix DevOps
6 2 (1.64%) Python Engineer
7 1 (0.82%) DevOps Systems Engineer
7 1 (0.82%) Java Engineer
7 1 (0.82%) Linux Support Engineer
7 1 (0.82%) Mainframe Specialist
Libraries, Frameworks & Software Standards
1 68 (55.74%) HTML
2 57 (46.72%) Hibernate
2 57 (46.72%) Spring
3 52 (42.62%) AngularJS
4 13 (10.66%) CSS
4 13 (10.66%) Elastic Stack
4 13 (10.66%) jQuery
5 12 (9.84%) RabbitMQ
6 4 (3.28%) HTML5
6 4 (3.28%) Kafka
7 3 (2.46%) JMS
7 3 (2.46%) JPA
7 3 (2.46%) JSON
7 3 (2.46%) TIBCO EMS
7 3 (2.46%) WebSphere MQ
8 2 (1.64%) Middleware
9 1 (0.82%) LAMP
9 1 (0.82%) SOAP
9 1 (0.82%) Struts
9 1 (0.82%) Web Services
Miscellaneous
1 58 (47.54%) Enterprise Software
2 13 (10.66%) Robotics
3 3 (2.46%) Analytical Skills
3 3 (2.46%) Enterprise Cloud
4 2 (1.64%) Fintech
4 2 (1.64%) Mainframe
5 1 (0.82%) Public Cloud
5 1 (0.82%) Self-Motivation
5 1 (0.82%) User Experience
Operating Systems
1 37 (30.33%) Linux
2 17 (13.93%) Red Hat Enterprise Linux
3 16 (13.11%) Windows
4 9 (7.38%) Unix
5 5 (4.10%) CentOS
6 3 (2.46%) Ubuntu
7 2 (1.64%) AIX
7 2 (1.64%) Solaris
Processes & Methodologies
1 87 (71.31%) Agile Software Development
2 56 (45.90%) SDLC
3 52 (42.62%) Collaborative Working
3 52 (42.62%) OO
4 51 (41.80%) OOP
5 49 (40.16%) DevOps
6 26 (21.31%) Continuous Integration
7 21 (17.21%) TDD
8 17 (13.93%) Mentoring
9 15 (12.30%) Artificial Intelligence
10 14 (11.48%) Continuous Delivery
11 12 (9.84%) Front End Development
12 10 (8.20%) Load Balancing
13 9 (7.38%) Deployment Automation
13 9 (7.38%) Test Automation
14 8 (6.56%) Analytics
14 8 (6.56%) Migration
15 7 (5.74%) Web Application Development
16 6 (4.92%) Business Analysis
16 6 (4.92%) Kanban
Programming Languages
1 84 (68.85%) Python
2 73 (59.84%) Java
3 72 (59.02%) SQL
4 68 (55.74%) JavaScript
5 51 (41.80%) PHP
6 12 (9.84%) Bash Shell
6 12 (9.84%) PL/SQL
7 8 (6.56%) PowerShell
8 6 (4.92%) Ruby
9 3 (2.46%) Perl
10 2 (1.64%) Shell Script
11 1 (0.82%) Java 8
11 1 (0.82%) Scala
Qualifications
1 1 (0.82%) Degree
Quality Assurance & Compliance
1 3 (2.46%) QA
System Software
1 78 (63.93%) Docker
2 1 (0.82%) Apache Flume
2 1 (0.82%) HDFS
2 1 (0.82%) Hyper-V
2 1 (0.82%) Virtual Machines
2 1 (0.82%) VMware Infrastructure
Systems Management
1 82 (67.21%) Puppet
2 31 (25.41%) Opscode Chef
3 12 (9.84%) Icinga
3 12 (9.84%) Terraform
4 10 (8.20%) Packer
5 9 (7.38%) Graphite
5 9 (7.38%) HAProxy
6 8 (6.56%) Nagios
7 3 (2.46%) Cobbler
8 1 (0.82%) Capistrano
8 1 (0.82%) Kubernetes
8 1 (0.82%) Salt
Vendors
1 66 (54.10%) Oracle
2 15 (12.30%) VMware
3 14 (11.48%) New Relic
4 6 (4.92%) IBM
5 4 (3.28%) Perforce
5 4 (3.28%) Red Hat
6 3 (2.46%) Citrix
6 3 (2.46%) Informatica
6 3 (2.46%) TIBCO
7 2 (1.64%) Google
8 1 (0.82%) Microsoft
8 1 (0.82%) Tableau