Period
to 22 July 2019

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 22 July 2019 with a comparison to the same period in the previous 2 years.

Ansible
Scotland > Glasgow
6 months to
22 Jul 2019
Same period 2018 Same period 2017
Rank 61 42 130
Rank change year-on-year -19 +88 +18
Permanent jobs citing Ansible 80 156 15
As % of all permanent IT jobs advertised in Glasgow 4.27% 6.43% 0.67%
As % of the Systems Management category 42.33% 56.73% 13.16%
Number of salaries quoted 54 117 6
Glasgow median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £42,500 £37,500 £29,750
90th Percentile £70,000 £65,000 £58,125
Scotland median annual salary £52,500 £50,000 £62,500
% change year-on-year +5.00% -20.00% +38.89%

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 189 275 114
As % of all permanent IT jobs advertised in Glasgow 10.09% 11.34% 5.11%
Number of salaries quoted 121 203 54
Glasgow median annual salary £50,000 £50,000 £39,750
Median salary % change year-on-year - +25.79% -11.67%
10th Percentile £32,500 £33,000 £29,225
90th Percentile £70,000 £65,000 £55,875
Scotland median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 22 July 2019.

Salary histogram for Ansible in Glasgow

For the 6 months to 22 July 2019, 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 56 (70.00%) Jenkins
2 51 (63.75%) Git (software)
3 50 (62.50%) TeamCity
4 49 (61.25%) DevOps
5 41 (51.25%) Java
5 41 (51.25%) Linux
6 40 (50.00%) Agile Software Development
7 38 (47.50%) SQL
7 38 (47.50%) Python
8 37 (46.25%) Amazon AWS
9 36 (45.00%) Opscode Chef
10 34 (42.50%) TDD
11 32 (40.00%) Puppet
12 31 (38.75%) Oracle
12 31 (38.75%) Mentoring
13 29 (36.25%) Front End Development
13 29 (36.25%) JavaScript
13 29 (36.25%) HTML
13 29 (36.25%) PL/SQL
13 29 (36.25%) CSS
13 29 (36.25%) jQuery
14 27 (33.75%) Artificial Intelligence
14 27 (33.75%) Big Data
15 22 (27.50%) Windows
15 22 (27.50%) Bash Shell
15 22 (27.50%) Docker
16 20 (25.00%) Robotics
17 18 (22.50%) Terraform
18 17 (21.25%) Continuous Integration
19 15 (18.75%) PowerShell

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 4 (5.00%) IIS
2 3 (3.75%) Apache
2 3 (3.75%) Tomcat
3 2 (2.50%) Cloud Foundry
4 1 (1.25%) Alfresco
4 1 (1.25%) CloudStack
4 1 (1.25%) OpenStack
Cloud Services
1 37 (46.25%) Amazon AWS
2 15 (18.75%) Microsoft Azure
3 9 (11.25%) Google Cloud Platform
4 4 (5.00%) AWS CloudFormation
5 2 (2.50%) IaaS
5 2 (2.50%) SaaS
6 1 (1.25%) Cloud Computing
6 1 (1.25%) OpenShift
6 1 (1.25%) PaaS
Communications & Networking
1 6 (7.50%) Firewall
2 2 (2.50%) Network Security
2 2 (2.50%) VPN
3 1 (1.25%) Intrusion Detection
3 1 (1.25%) TCP/IP
3 1 (1.25%) Wireshark
Database & Business Intelligence
1 27 (33.75%) Big Data
2 12 (15.00%) SQL Server
3 6 (7.50%) Azure SQL Database
4 5 (6.25%) MongoDB
5 1 (1.25%) MariaDB
Development Applications
1 56 (70.00%) Jenkins
2 51 (63.75%) Git (software)
3 50 (62.50%) TeamCity
4 8 (10.00%) CA Release Automation
5 7 (8.75%) JIRA
6 6 (7.50%) Artifactory
6 6 (7.50%) GitLab
6 6 (7.50%) GoCD
6 6 (7.50%) Maven
6 6 (7.50%) Sonatype Nexus
6 6 (7.50%) Subversion
6 6 (7.50%) Vagrant
7 3 (3.75%) CircleCI
7 3 (3.75%) CruiseControl
8 2 (2.50%) JMeter
8 2 (2.50%) Team Foundation Server
General
1 10 (12.50%) Banking
2 5 (6.25%) Finance
3 1 (1.25%) Financial Institution
Job Titles
1 28 (35.00%) DevOps Engineer
2 26 (32.50%) Developer
2 26 (32.50%) Java Developer
3 10 (12.50%) Cloud Engineer
4 8 (10.00%) DevOps Manager
4 8 (10.00%) Environment Manager
5 7 (8.75%) Senior DevOps
6 5 (6.25%) Automation Engineer
6 5 (6.25%) DevOps Automation Engineer
7 4 (5.00%) Senior DevOps Engineer
8 3 (3.75%) Architect
8 3 (3.75%) Lead Developer
8 3 (3.75%) Lead Java Developer
8 3 (3.75%) Platform Engineer
8 3 (3.75%) Senior Developer
8 3 (3.75%) Senior Java Developer
9 2 (2.50%) Development Manager
9 2 (2.50%) Infrastructure Engineer
9 2 (2.50%) Senior Consultant
9 2 (2.50%) Technical Specialist
Libraries, Frameworks & Software Standards
1 29 (36.25%) CSS
1 29 (36.25%) HTML
1 29 (36.25%) jQuery
2 7 (8.75%) AngularJS
2 7 (8.75%) React
3 5 (6.25%) Elastic Stack
3 5 (6.25%) RabbitMQ
4 3 (3.75%) Spring
5 2 (2.50%) Hibernate
6 1 (1.25%) REST
6 1 (1.25%) RESTful
6 1 (1.25%) SOAP
6 1 (1.25%) Spring Boot
Miscellaneous
1 20 (25.00%) Robotics
2 9 (11.25%) Tandem
3 4 (5.00%) Virtual Team
4 3 (3.75%) Private Cloud
4 3 (3.75%) Public Cloud
5 1 (1.25%) Cyberattack
5 1 (1.25%) Data Centre
5 1 (1.25%) Wiki
Operating Systems
1 41 (51.25%) Linux
2 22 (27.50%) Windows
3 13 (16.25%) Red Hat Enterprise Linux
4 8 (10.00%) Windows Server
5 4 (5.00%) Windows Server 2008
5 4 (5.00%) Windows Server 2012
6 3 (3.75%) Unix
7 1 (1.25%) CentOS
Processes & Methodologies
1 49 (61.25%) DevOps
2 40 (50.00%) Agile Software Development
3 34 (42.50%) TDD
4 31 (38.75%) Mentoring
5 29 (36.25%) Front End Development
6 27 (33.75%) Artificial Intelligence
7 17 (21.25%) Continuous Integration
8 15 (18.75%) Configuration Management
9 12 (15.00%) Deployment Automation
10 11 (13.75%) Continuous Delivery
11 8 (10.00%) SDLC
12 7 (8.75%) Cybersecurity
12 7 (8.75%) Infrastructure as Code
12 7 (8.75%) Machine Learning
12 7 (8.75%) Open Source
12 7 (8.75%) Test Automation
13 6 (7.50%) Fintech
13 6 (7.50%) Problem-Solving
13 6 (7.50%) Stakeholder Management
14 5 (6.25%) Infrastructure Engineering
Programming Languages
1 41 (51.25%) Java
2 38 (47.50%) Python
2 38 (47.50%) SQL
3 29 (36.25%) JavaScript
3 29 (36.25%) PL/SQL
4 22 (27.50%) Bash Shell
5 15 (18.75%) PowerShell
6 6 (7.50%) Go
6 6 (7.50%) Java 8
7 4 (5.00%) Perl
8 2 (2.50%) Ruby
8 2 (2.50%) Shell Script
Qualifications
1 4 (5.00%) AWS Certification
2 2 (2.50%) Computer Science Degree
2 2 (2.50%) Degree
3 1 (1.25%) CISSP
Quality Assurance & Compliance
1 1 (1.25%) Data Quality
1 1 (1.25%) QA
System Software
1 22 (27.50%) Docker
2 2 (2.50%) Virtual Machines
2 2 (2.50%) VMware Infrastructure
3 1 (1.25%) Active Directory
3 1 (1.25%) Citrix Hypervisor
3 1 (1.25%) vSphere
3 1 (1.25%) Xen
Systems Management
1 36 (45.00%) Opscode Chef
2 32 (40.00%) Puppet
3 18 (22.50%) Terraform
4 10 (12.50%) Kubernetes
5 8 (10.00%) Packer
6 5 (6.25%) Graphite
6 5 (6.25%) HAProxy
6 5 (6.25%) Icinga
7 4 (5.00%) CFEngine
7 4 (5.00%) Salt
8 1 (1.25%) Cobbler
8 1 (1.25%) Tivoli
Vendors
1 31 (38.75%) Oracle
2 9 (11.25%) Microsoft
3 8 (10.00%) VMware
4 7 (8.75%) Google
4 7 (8.75%) Red Hat
5 3 (3.75%) Perforce
6 2 (2.50%) AppDynamics
6 2 (2.50%) Cognizant
6 2 (2.50%) Dynatrace
6 2 (2.50%) Splunk
7 1 (1.25%) EnterpriseDB