Period
to 23 February 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 23 February 2018 with a comparison to the same period in the previous 2 years.

Ansible
Scotland > Glasgow
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 52 118 138
Rank change year-on-year +66 +20 +3
Permanent jobs citing Ansible 121 4 23
As % of all permanent IT jobs advertised in Glasgow 5.27% 0.21% 0.85%
As % of the Systems Management category 53.30% 3.92% 13.61%
Number of salaries quoted 68 2 20
Glasgow median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -2.17%
10th Percentile £37,500 £42,000 £41,250
90th Percentile £57,500 £55,000 £53,750
Scotland median annual salary £50,000 £51,500 £45,000
% change year-on-year -2.91% +14.44% +4.65%

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 227 102 169
As % of all permanent IT jobs advertised in Glasgow 9.90% 5.43% 6.26%
Number of salaries quoted 142 61 98
Glasgow median annual salary £50,000 £38,000 £42,500
Median salary % change year-on-year +31.58% -10.59% -
10th Percentile £33,825 £31,250 £32,500
90th Percentile £58,625 £56,250 £58,750
Scotland median annual salary £45,000 £42,500 £43,500
% change year-on-year +5.88% -2.30% +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 23 February 2018.

Salary histogram for Ansible in Glasgow

For the 6 months to 23 February 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 99 (81.82%) Puppet
2 85 (70.25%) Python
3 78 (64.46%) Java
4 75 (61.98%) Docker
5 66 (54.55%) Opscode Chef
6 62 (51.24%) Hibernate
6 62 (51.24%) Spring
7 59 (48.76%) Agile Software Development
7 59 (48.76%) JavaScript
7 59 (48.76%) NoSQL
8 55 (45.45%) HTML
9 53 (43.80%) Hadoop
10 44 (36.36%) Bash Shell
11 40 (33.06%) Amazon AWS
11 40 (33.06%) Linux
12 39 (32.23%) Jenkins
13 36 (29.75%) Maven
14 35 (28.93%) SQL
14 35 (28.93%) AngularJS
15 34 (28.10%) TDD
15 34 (28.10%) Ruby
16 33 (27.27%) Enterprise Software
16 33 (27.27%) SDLC
17 32 (26.45%) MongoDB
17 32 (26.45%) Microsoft Azure
17 32 (26.45%) Finance
17 32 (26.45%) OO
18 30 (24.79%) MySQL
18 30 (24.79%) Oracle
18 30 (24.79%) PostgreSQL

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 29 (23.97%) Tomcat
2 24 (19.83%) Jetty
3 22 (18.18%) JBoss
3 22 (18.18%) WebLogic
4 19 (15.70%) WebSphere
5 8 (6.61%) Confluence
6 6 (4.96%) WebSphere Application Server
6 6 (4.96%) WebSphere Portal
7 4 (3.31%) IBM HTTP Server
8 3 (2.48%) Elasticsearch
9 2 (1.65%) SharePoint
10 1 (0.83%) Apache
10 1 (0.83%) Apache Spark
10 1 (0.83%) nginx
10 1 (0.83%) OpenStack
10 1 (0.83%) Tornado
Cloud Services
1 40 (33.06%) Amazon AWS
2 32 (26.45%) Microsoft Azure
3 19 (15.70%) Cloud Computing
4 7 (5.79%) GitHub
5 6 (4.96%) OpenShift
6 4 (3.31%) Amazon CloudWatch
6 4 (3.31%) Google Cloud Platform
7 2 (1.65%) Amazon EC2
7 2 (1.65%) Amazon S3
7 2 (1.65%) AWS CloudFormation
8 1 (0.83%) Amazon EMR
8 1 (0.83%) AWS Lambda
8 1 (0.83%) SaaS
8 1 (0.83%) Serverless
Communications & Networking
1 19 (15.70%) Firewall
1 19 (15.70%) HTTP
1 19 (15.70%) SSL
2 15 (12.40%) DNS
3 14 (11.57%) VPN
4 13 (10.74%) AMQP
4 13 (10.74%) Intrusion Detection
4 13 (10.74%) IPsec
4 13 (10.74%) SMTP
4 13 (10.74%) TCP/IP
5 10 (8.26%) Internet
6 6 (4.96%) HTTPS
7 2 (1.65%) DHCP
7 2 (1.65%) SAN
7 2 (1.65%) Wi-Fi
Database & Business Intelligence
1 59 (48.76%) NoSQL
2 53 (43.80%) Hadoop
3 32 (26.45%) MongoDB
4 30 (24.79%) MySQL
4 30 (24.79%) PostgreSQL
5 25 (20.66%) Redis
6 23 (19.01%) Couchbase
6 23 (19.01%) Riak
7 2 (1.65%) SQL Server
8 1 (0.83%) Amazon DynamoDB
8 1 (0.83%) Amazon Redshift
8 1 (0.83%) OpenTSDB
8 1 (0.83%) Oracle Database
8 1 (0.83%) Oracle Database 12c
8 1 (0.83%) Parquet
Development Applications
1 39 (32.23%) Jenkins
2 36 (29.75%) Maven
3 29 (23.97%) Vagrant
4 25 (20.66%) Cucumber
4 25 (20.66%) Selenium
5 23 (19.01%) FitNesse
6 15 (12.40%) Git (software)
7 11 (9.09%) JIRA
8 10 (8.26%) Bitbucket
8 10 (8.26%) Gradle
9 4 (3.31%) TeamCity
10 3 (2.48%) Sonatype Nexus
10 3 (2.48%) Subversion
11 2 (1.65%) Codeship
11 2 (1.65%) GoCD
11 2 (1.65%) Team Foundation Server
12 1 (0.83%) Atlassian Bamboo
12 1 (0.83%) Gatling
12 1 (0.83%) Hudson
12 1 (0.83%) Mercurial
General
1 32 (26.45%) Finance
2 6 (4.96%) Banking
3 1 (0.83%) Games
3 1 (0.83%) Law
Job Titles
1 57 (47.11%) Developer
2 53 (43.80%) Java Developer
3 19 (15.70%) DevOps Engineer
4 18 (14.88%) Administrator
5 13 (10.74%) Security Administrator
6 10 (8.26%) Senior DevOps
6 10 (8.26%) Senior DevOps Engineer
7 9 (7.44%) Full Stack Developer
8 7 (5.79%) Technical Specialist
9 6 (4.96%) Automation Engineer
10 5 (4.13%) Cloud Engineer
10 5 (4.13%) Systems Administrator
11 4 (3.31%) Java Engineer
11 4 (3.31%) Systems Engineer
12 3 (2.48%) AIX Engineer
12 3 (2.48%) Deployment Engineer
12 3 (2.48%) Infrastructure Engineer
12 3 (2.48%) Software Engineer
12 3 (2.48%) Unix Engineer
12 3 (2.48%) Unix Systems Engineer
Libraries, Frameworks & Software Standards
1 62 (51.24%) Hibernate
1 62 (51.24%) Spring
2 55 (45.45%) HTML
3 35 (28.93%) AngularJS
4 25 (20.66%) HTML5
5 16 (13.22%) RabbitMQ
6 14 (11.57%) Kafka
7 13 (10.74%) JMS
7 13 (10.74%) JPA
7 13 (10.74%) TIBCO EMS
7 13 (10.74%) WebSphere MQ
8 6 (4.96%) J2EE
9 5 (4.13%) Web Services
10 4 (3.31%) Middleware
10 4 (3.31%) Node.js
10 4 (3.31%) React
11 3 (2.48%) Drools
11 3 (2.48%) Elastic Stack
12 1 (0.83%) Flask
12 1 (0.83%) Protocol Buffers
Miscellaneous
1 33 (27.27%) Enterprise Software
2 16 (13.22%) Data Centre
3 14 (11.57%) Public Cloud
4 13 (10.74%) Management Information System
5 6 (4.96%) DataPower
6 4 (3.31%) Internet of Things
7 2 (1.65%) Analytical Skills
8 1 (0.83%) Algorithms
8 1 (0.83%) Cloud Native
8 1 (0.83%) Data Structures
8 1 (0.83%) Private Cloud
Operating Systems
1 40 (33.06%) Linux
2 22 (18.18%) Red Hat Enterprise Linux
3 10 (8.26%) AIX
3 10 (8.26%) Solaris
3 10 (8.26%) Unix
4 8 (6.61%) Windows
5 5 (4.13%) CentOS
6 4 (3.31%) Windows Server
7 3 (2.48%) Ubuntu
8 2 (1.65%) Mac OS X
8 2 (1.65%) Windows Server 2003
9 1 (0.83%) Mac OS
Processes & Methodologies
1 59 (48.76%) Agile Software Development
2 34 (28.10%) TDD
3 33 (27.27%) SDLC
4 32 (26.45%) OO
5 30 (24.79%) DevOps
6 29 (23.97%) Collaborative Working
6 29 (23.97%) OOP
7 24 (19.83%) ITIL
8 23 (19.01%) Multithreading
9 22 (18.18%) Test Automation
10 20 (16.53%) Scrum
11 19 (15.70%) Configuration Management
12 16 (13.22%) BDD
12 16 (13.22%) Integration Testing
12 16 (13.22%) Software Engineering
13 15 (12.40%) System Testing
14 14 (11.57%) Continuous Integration
14 14 (11.57%) UML
15 13 (10.74%) Change Management
15 13 (10.74%) Password Management
Programming Languages
1 85 (70.25%) Python
2 78 (64.46%) Java
3 59 (48.76%) JavaScript
4 44 (36.36%) Bash Shell
5 35 (28.93%) SQL
6 34 (28.10%) Ruby
7 29 (23.97%) PHP
8 20 (16.53%) Perl
9 13 (10.74%) Shell Script
10 6 (4.96%) PowerShell
11 4 (3.31%) C++
12 1 (0.83%) C#
12 1 (0.83%) Clojure
12 1 (0.83%) Erlang
12 1 (0.83%) F#
12 1 (0.83%) Haskell
12 1 (0.83%) Scala
Qualifications
1 3 (2.48%) Degree
2 2 (1.65%) Security Cleared
3 1 (0.83%) SC Cleared
Quality Assurance & Compliance
1 12 (9.92%) QA
System Software
1 75 (61.98%) Docker
2 7 (5.79%) VMware Infrastructure
3 6 (4.96%) Apache Flume
4 3 (2.48%) Hyper-V
5 2 (1.65%) Active Directory
5 2 (1.65%) Virtual Machines
6 1 (0.83%) Apache ZooKeeper
6 1 (0.83%) HDFS
6 1 (0.83%) VirtualBox
Systems Management
1 99 (81.82%) Puppet
2 66 (54.55%) Opscode Chef
3 23 (19.01%) Cobbler
4 6 (4.96%) Kubernetes
5 4 (3.31%) Packer
5 4 (3.31%) ZABBIX
6 3 (2.48%) logstash
7 2 (1.65%) HAProxy
7 2 (1.65%) Kibana
7 2 (1.65%) SCCM
7 2 (1.65%) SCOM
7 2 (1.65%) vCenter Server
8 1 (0.83%) Docker Swarm
8 1 (0.83%) Graphite
8 1 (0.83%) Icinga
8 1 (0.83%) Mesos
8 1 (0.83%) Nagios
8 1 (0.83%) Terraform
Vendors
1 30 (24.79%) Oracle
2 25 (20.66%) IBM
3 13 (10.74%) TIBCO
4 10 (8.26%) VMware
5 8 (6.61%) Informatica
6 5 (4.13%) Microsoft
7 4 (3.31%) Cisco
7 4 (3.31%) Google
7 4 (3.31%) Red Hat
8 3 (2.48%) ServiceNow
9 2 (1.65%) Apple
9 2 (1.65%) EMC
9 2 (1.65%) Meraki
10 1 (0.83%) Splunk