Period
to 15 August 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Ansible
Scotland > Glasgow
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 48 116 147
Rank change year-on-year +68 +31 +12
Permanent jobs citing Ansible 137 30 15
As % of all permanent IT jobs advertised in Glasgow 5.99% 1.31% 0.60%
As % of the Systems Management category 54.15% 23.62% 6.88%
Number of salaries quoted 109 13 11
Glasgow median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -2.17%
Scotland median annual salary £50,000 £62,500 £45,000
% change year-on-year -20.00% +38.89% -3.74%

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 253 127 218
As % of all permanent IT jobs advertised in Glasgow 11.06% 5.56% 8.75%
Number of salaries quoted 195 60 97
Glasgow median annual salary £50,000 £40,000 £45,000
Median salary % change year-on-year +25.00% -11.11% +1.12%
10th Percentile £32,500 £29,975 £31,250
90th Percentile £65,000 £57,625 £54,700
Scotland median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +1.69%

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 15 August 2018.

Salary histogram for Ansible in Glasgow

For the 6 months to 15 August 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.

1 103 (75.18%) Python
2 99 (72.26%) Agile Software Development
3 92 (67.15%) Puppet
4 86 (62.77%) Docker
4 86 (62.77%) Java
5 76 (55.47%) HTML
6 74 (54.01%) Oracle
6 74 (54.01%) Hibernate
6 74 (54.01%) Spring
7 73 (53.28%) JavaScript
8 71 (51.82%) Maven
9 70 (51.09%) Finance
9 70 (51.09%) SQL
10 69 (50.36%) NoSQL
10 69 (50.36%) Hadoop
11 68 (49.64%) Enterprise Software
12 64 (46.72%) MySQL
13 63 (45.99%) SDLC
14 62 (45.26%) AngularJS
14 62 (45.26%) OO
15 60 (43.80%) OOP
15 60 (43.80%) PHP
15 60 (43.80%) PostgreSQL
15 60 (43.80%) Collaborative Working
16 52 (37.96%) DevOps
17 40 (29.20%) Amazon AWS
18 39 (28.47%) Jenkins
19 38 (27.74%) Linux
20 31 (22.63%) Opscode Chef
20 31 (22.63%) Git (software)

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 11 (8.03%) Tomcat
2 9 (6.57%) Jetty
3 7 (5.11%) JBoss
3 7 (5.11%) WebLogic
4 3 (2.19%) WebSphere
5 2 (1.46%) Apache
5 2 (1.46%) Apache Spark
6 1 (0.73%) Apache Pig
6 1 (0.73%) Apache Solr
Applications
1 6 (4.38%) Mingle
Cloud Services
1 40 (29.20%) Amazon AWS
2 29 (21.17%) Microsoft Azure
3 13 (9.49%) Cloud Computing
3 13 (9.49%) IaaS
3 13 (9.49%) PaaS
3 13 (9.49%) SaaS
4 4 (2.92%) Amazon CloudWatch
4 4 (2.92%) Datadog
5 2 (1.46%) Google Cloud Platform
6 1 (0.73%) GitHub
6 1 (0.73%) Google Analytics
6 1 (0.73%) OpenShift
6 1 (0.73%) Serverless
Communications & Networking
1 10 (7.30%) Firewall
2 4 (2.92%) Cisco ASA
2 4 (2.92%) LAN
2 4 (2.92%) Network Security
2 4 (2.92%) SAN
3 3 (2.19%) AMQP
4 1 (0.73%) DNS
4 1 (0.73%) HTTP
4 1 (0.73%) Intrusion Detection
4 1 (0.73%) IPsec
4 1 (0.73%) SMTP
4 1 (0.73%) SSL
4 1 (0.73%) TCP/IP
4 1 (0.73%) VPN
Database & Business Intelligence
1 69 (50.36%) Hadoop
1 69 (50.36%) NoSQL
2 64 (46.72%) MySQL
3 60 (43.80%) PostgreSQL
4 17 (12.41%) MongoDB
5 9 (6.57%) Big Data
6 7 (5.11%) Couchbase
6 7 (5.11%) Redis
6 7 (5.11%) Riak
7 4 (2.92%) SQL Server
8 3 (2.19%) Amazon DynamoDB
8 3 (2.19%) Amazon RDS
9 2 (1.46%) Relational Database
10 1 (0.73%) Apache Hive
10 1 (0.73%) Azure SQL Database
10 1 (0.73%) Data Lake
10 1 (0.73%) HBase
10 1 (0.73%) IBM BigInsights
10 1 (0.73%) Oracle Database
Development Applications
1 71 (51.82%) Maven
2 39 (28.47%) Jenkins
3 31 (22.63%) Git (software)
4 16 (11.68%) Vagrant
5 13 (9.49%) TeamCity
6 12 (8.76%) GoCD
7 11 (8.03%) Subversion
8 10 (7.30%) Artifactory
9 9 (6.57%) Cucumber
9 9 (6.57%) GitLab
9 9 (6.57%) Selenium
9 9 (6.57%) Sonatype Nexus
10 7 (5.11%) FitNesse
10 7 (5.11%) JIRA
11 5 (3.65%) CircleCI
11 5 (3.65%) CruiseControl
12 3 (2.19%) Bitbucket
13 2 (1.46%) Codeship
14 1 (0.73%) JUnit
14 1 (0.73%) Mockito
General
1 70 (51.09%) Finance
2 1 (0.73%) Banking
Job Titles
1 52 (37.96%) Developer
1 52 (37.96%) Java Developer
2 32 (23.36%) DevOps Engineer
3 23 (16.79%) Technical Leader
4 13 (9.49%) Architect
5 9 (6.57%) Cloud Architect
6 6 (4.38%) Scrum Master
7 4 (2.92%) Automation Engineer
7 4 (2.92%) Linux Engineer
7 4 (2.92%) Solutions Architect
8 3 (2.19%) Administrator
8 3 (2.19%) Linux DevOps Engineer
8 3 (2.19%) Linux/Unix DevOps
8 3 (2.19%) Python Engineer
8 3 (2.19%) Security Architect
8 3 (2.19%) Security Solutions Architect
9 2 (1.46%) Java Software Engineer
9 2 (1.46%) Linux Systems Administrator
9 2 (1.46%) Senior Architect
9 2 (1.46%) Systems Administrator
Libraries, Frameworks & Software Standards
1 76 (55.47%) HTML
2 74 (54.01%) Hibernate
2 74 (54.01%) Spring
3 62 (45.26%) AngularJS
4 13 (9.49%) Elastic Stack
5 12 (8.76%) RabbitMQ
6 9 (6.57%) HTML5
6 9 (6.57%) JSON
7 7 (5.11%) CSS
7 7 (5.11%) jQuery
8 4 (2.92%) Kafka
9 3 (2.19%) JMS
9 3 (2.19%) JPA
9 3 (2.19%) TIBCO EMS
9 3 (2.19%) WebSphere MQ
10 2 (1.46%) Middleware
10 2 (1.46%) Node.js
10 2 (1.46%) Web Services
11 1 (0.73%) REST
11 1 (0.73%) Swing
Miscellaneous
1 68 (49.64%) Enterprise Software
2 9 (6.57%) Analytical Skills
2 9 (6.57%) Enterprise Cloud
3 5 (3.65%) Data Centre
4 3 (2.19%) Robotics
5 2 (1.46%) Mainframe
5 2 (1.46%) Public Cloud
6 1 (0.73%) Fintech
6 1 (0.73%) Management Information System
6 1 (0.73%) Self-Motivation
6 1 (0.73%) User Experience
Operating Systems
1 38 (27.74%) Linux
2 20 (14.60%) Red Hat Enterprise Linux
3 11 (8.03%) Windows
4 10 (7.30%) Unix
5 7 (5.11%) CentOS
6 4 (2.92%) Windows Server
7 3 (2.19%) Ubuntu
8 2 (1.46%) AIX
8 2 (1.46%) Solaris
Processes & Methodologies
1 99 (72.26%) Agile Software Development
2 63 (45.99%) SDLC
3 62 (45.26%) OO
4 60 (43.80%) Collaborative Working
4 60 (43.80%) OOP
5 52 (37.96%) DevOps
6 23 (16.79%) Continuous Integration
7 18 (13.14%) TDD
8 16 (11.68%) Mentoring
9 15 (10.95%) Business Analysis
9 15 (10.95%) Load Balancing
10 13 (9.49%) Continuous Delivery
11 12 (8.76%) Deployment Automation
11 12 (8.76%) Migration
12 10 (7.30%) Change Management
12 10 (7.30%) Test Automation
12 10 (7.30%) Web Application Development
13 9 (6.57%) Project Management
13 9 (6.57%) Scrum
13 9 (6.57%) UML
Programming Languages
1 103 (75.18%) Python
2 86 (62.77%) Java
3 73 (53.28%) JavaScript
4 70 (51.09%) SQL
5 60 (43.80%) PHP
6 18 (13.14%) Bash Shell
7 15 (10.95%) Ruby
8 12 (8.76%) PowerShell
9 4 (2.92%) Perl
10 3 (2.19%) PL/SQL
11 2 (1.46%) Java 8
11 2 (1.46%) Shell Script
12 1 (0.73%) C++
12 1 (0.73%) Scala
Qualifications
1 2 (1.46%) Degree
Quality Assurance & Compliance
1 3 (2.19%) QA
2 1 (0.73%) GCP
System Software
1 86 (62.77%) Docker
2 4 (2.92%) Active Directory
3 2 (1.46%) VMware Infrastructure
4 1 (0.73%) Apache Flume
4 1 (0.73%) HDFS
4 1 (0.73%) Hyper-V
Systems Management
1 92 (67.15%) Puppet
2 31 (22.63%) Opscode Chef
3 11 (8.03%) Icinga
4 10 (7.30%) Terraform
5 9 (6.57%) Packer
6 8 (5.84%) Graphite
6 8 (5.84%) HAProxy
6 8 (5.84%) Nagios
7 7 (5.11%) Cobbler
8 1 (0.73%) Capistrano
8 1 (0.73%) Kubernetes
8 1 (0.73%) Salt
8 1 (0.73%) ZABBIX
Vendors
1 74 (54.01%) Oracle
2 18 (13.14%) VMware
3 10 (7.30%) IBM
3 10 (7.30%) New Relic
4 6 (4.38%) Citrix
5 5 (3.65%) Red Hat
6 4 (2.92%) CheckPoint
6 4 (2.92%) Cisco
6 4 (2.92%) F5
6 4 (2.92%) HP
6 4 (2.92%) Microsoft
6 4 (2.92%) Palo Alto
7 3 (2.19%) Informatica
7 3 (2.19%) TIBCO
8 2 (1.46%) Google
8 2 (1.46%) Perforce
9 1 (0.73%) Tableau