Period
to 22 May 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 22 May 2018 with a comparison to the same period in the previous 2 years.

Ansible
Scotland > Glasgow
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 43 129 139
Rank change year-on-year +86 +10 -1
Permanent jobs citing Ansible 167 5 22
As % of all permanent IT jobs advertised in Glasgow 6.82% 0.26% 0.84%
As % of the Systems Management category 61.40% 5.68% 11.06%
Number of salaries quoted 116 2 18
Glasgow median annual salary £50,000 £42,000 £45,000
Median salary % change year-on-year +19.05% -6.67% -2.17%
Scotland median annual salary £50,000 £55,000 £45,000
% change year-on-year -9.09% +22.22% +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 272 88 199
As % of all permanent IT jobs advertised in Glasgow 11.11% 4.51% 7.58%
Number of salaries quoted 192 45 98
Glasgow median annual salary £50,000 £40,000 £43,000
Median salary % change year-on-year +25.00% -6.98% +1.18%
10th Percentile £33,000 £30,400 £31,250
90th Percentile £65,000 £56,250 £53,750
Scotland median annual salary £45,000 £41,500 £44,000
% change year-on-year +8.43% -5.68% -

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 May 2018.

Salary histogram for Ansible in Glasgow

For the 6 months to 22 May 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.

1 130 (77.84%) Python
2 118 (70.66%) Puppet
3 116 (69.46%) Java
4 104 (62.28%) Docker
5 102 (61.08%) Agile Software Development
6 95 (56.89%) Spring
6 95 (56.89%) Hibernate
7 91 (54.49%) HTML
8 88 (52.69%) JavaScript
8 88 (52.69%) NoSQL
9 84 (50.30%) Hadoop
10 77 (46.11%) Oracle
10 77 (46.11%) Maven
11 75 (44.91%) Finance
12 73 (43.71%) SQL
13 71 (42.51%) AngularJS
14 69 (41.32%) Enterprise Software
14 69 (41.32%) SDLC
14 69 (41.32%) OO
15 66 (39.52%) MySQL
15 66 (39.52%) PostgreSQL
16 65 (38.92%) PHP
16 65 (38.92%) OOP
16 65 (38.92%) Collaborative Working
17 51 (30.54%) Opscode Chef
18 47 (28.14%) DevOps
19 43 (25.75%) Amazon AWS
20 40 (23.95%) Bash Shell
20 40 (23.95%) Linux
21 37 (22.16%) Jenkins

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 22 (13.17%) Tomcat
2 20 (11.98%) Jetty
3 17 (10.18%) JBoss
3 17 (10.18%) WebLogic
4 9 (5.39%) WebSphere
5 5 (2.99%) Confluence
6 3 (1.80%) Elasticsearch
6 3 (1.80%) WebSphere Application Server
6 3 (1.80%) WebSphere Portal
7 1 (0.60%) Apache Spark
7 1 (0.60%) IBM HTTP Server
7 1 (0.60%) nginx
7 1 (0.60%) OpenStack
7 1 (0.60%) Tornado
Applications
1 6 (3.59%) Mingle
Cloud Services
1 43 (25.75%) Amazon AWS
2 29 (17.37%) Cloud Computing
3 28 (16.77%) Microsoft Azure
4 13 (7.78%) IaaS
4 13 (7.78%) PaaS
4 13 (7.78%) SaaS
5 4 (2.40%) Amazon CloudWatch
5 4 (2.40%) GitHub
6 3 (1.80%) OpenShift
7 1 (0.60%) Amazon EC2
7 1 (0.60%) Amazon EMR
7 1 (0.60%) Amazon S3
7 1 (0.60%) AWS CloudFormation
7 1 (0.60%) AWS Lambda
7 1 (0.60%) Google Cloud Platform
7 1 (0.60%) Serverless
Communications & Networking
1 24 (14.37%) Firewall
2 16 (9.58%) HTTP
2 16 (9.58%) SSL
3 15 (8.98%) DNS
4 13 (7.78%) Intrusion Detection
4 13 (7.78%) IPsec
4 13 (7.78%) SMTP
4 13 (7.78%) TCP/IP
4 13 (7.78%) VPN
5 6 (3.59%) AMQP
5 6 (3.59%) SAN
6 5 (2.99%) Internet
7 4 (2.40%) Cisco ASA
7 4 (2.40%) LAN
7 4 (2.40%) Network Security
8 3 (1.80%) HTTPS
9 2 (1.20%) DHCP
9 2 (1.20%) Wi-Fi
Database & Business Intelligence
1 88 (52.69%) NoSQL
2 84 (50.30%) Hadoop
3 66 (39.52%) MySQL
3 66 (39.52%) PostgreSQL
4 31 (18.56%) MongoDB
5 18 (10.78%) Couchbase
5 18 (10.78%) Redis
5 18 (10.78%) Riak
6 2 (1.20%) Oracle Database
6 2 (1.20%) SQL Server
7 1 (0.60%) Amazon DynamoDB
7 1 (0.60%) Amazon Redshift
7 1 (0.60%) OpenTSDB
7 1 (0.60%) Oracle Database 12c
7 1 (0.60%) Parquet
7 1 (0.60%) Relational Database
Development Applications
1 77 (46.11%) Maven
2 37 (22.16%) Jenkins
3 27 (16.17%) Git (software)
4 26 (15.57%) Vagrant
5 21 (12.57%) Cucumber
5 21 (12.57%) Selenium
6 18 (10.78%) FitNesse
7 11 (6.59%) GoCD
7 11 (6.59%) TeamCity
8 10 (5.99%) JIRA
8 10 (5.99%) Subversion
9 8 (4.79%) Artifactory
9 8 (4.79%) GitLab
9 8 (4.79%) Sonatype Nexus
10 6 (3.59%) Bitbucket
11 3 (1.80%) Gradle
12 2 (1.20%) Codeship
13 1 (0.60%) Flyway
13 1 (0.60%) JMeter
13 1 (0.60%) Mercurial
General
1 75 (44.91%) Finance
2 3 (1.80%) Banking
3 1 (0.60%) Games
Job Titles
1 77 (46.11%) Developer
2 76 (45.51%) Java Developer
3 23 (13.77%) DevOps Engineer
4 18 (10.78%) Administrator
5 14 (8.38%) Architect
6 13 (7.78%) Security Administrator
6 13 (7.78%) Technical Leader
7 9 (5.39%) Cloud Architect
8 6 (3.59%) Automation Engineer
8 6 (3.59%) Scrum Master
9 5 (2.99%) Cloud Engineer
9 5 (2.99%) Java Engineer
9 5 (2.99%) Systems Administrator
10 4 (2.40%) Senior DevOps
10 4 (2.40%) Senior DevOps Engineer
10 4 (2.40%) Software Engineer
10 4 (2.40%) Solutions Architect
10 4 (2.40%) Technical Specialist
11 3 (1.80%) AWS Administrator
11 3 (1.80%) Cloud Automation Engineer
Libraries, Frameworks & Software Standards
1 95 (56.89%) Hibernate
1 95 (56.89%) Spring
2 91 (54.49%) HTML
3 71 (42.51%) AngularJS
4 21 (12.57%) HTML5
5 15 (8.98%) RabbitMQ
6 10 (5.99%) Elastic Stack
7 9 (5.39%) JSON
8 7 (4.19%) Kafka
9 6 (3.59%) JMS
9 6 (3.59%) JPA
9 6 (3.59%) TIBCO EMS
9 6 (3.59%) WebSphere MQ
10 5 (2.99%) CSS
10 5 (2.99%) jQuery
11 4 (2.40%) Node.js
12 3 (1.80%) J2EE
12 3 (1.80%) Middleware
12 3 (1.80%) React
13 2 (1.20%) Web Services
Miscellaneous
1 69 (41.32%) Enterprise Software
2 20 (11.98%) Data Centre
3 13 (7.78%) Management Information System
3 13 (7.78%) Public Cloud
4 11 (6.59%) Analytical Skills
5 9 (5.39%) Enterprise Cloud
6 3 (1.80%) DataPower
7 2 (1.20%) Internet of Things
7 2 (1.20%) Mainframe
7 2 (1.20%) Self-Motivation
8 1 (0.60%) Algorithms
8 1 (0.60%) Cloud Native
8 1 (0.60%) Data Structures
8 1 (0.60%) Private Cloud
Operating Systems
1 40 (23.95%) Linux
2 23 (13.77%) Red Hat Enterprise Linux
3 12 (7.19%) Windows
4 11 (6.59%) Unix
5 8 (4.79%) Windows Server
6 6 (3.59%) AIX
6 6 (3.59%) Solaris
7 2 (1.20%) CentOS
7 2 (1.20%) Mac OS X
7 2 (1.20%) Windows Server 2003
8 1 (0.60%) Mac OS
Processes & Methodologies
1 102 (61.08%) Agile Software Development
2 69 (41.32%) OO
2 69 (41.32%) SDLC
3 65 (38.92%) Collaborative Working
3 65 (38.92%) OOP
4 47 (28.14%) DevOps
5 30 (17.96%) TDD
6 25 (14.97%) Deployment Automation
7 22 (13.17%) Change Management
8 21 (12.57%) ITIL
9 19 (11.38%) Problem-Solving
10 18 (10.78%) Continuous Integration
10 18 (10.78%) Multithreading
11 17 (10.18%) Load Balancing
11 17 (10.18%) Security Architecture
12 16 (9.58%) Configuration Management
13 15 (8.98%) Business Analysis
13 15 (8.98%) Test Automation
14 14 (8.38%) Scrum
15 13 (7.78%) Password Management
Programming Languages
1 130 (77.84%) Python
2 116 (69.46%) Java
3 88 (52.69%) JavaScript
4 73 (43.71%) SQL
5 65 (38.92%) PHP
6 40 (23.95%) Bash Shell
7 26 (15.57%) Ruby
8 16 (9.58%) Perl
9 12 (7.19%) PowerShell
10 6 (3.59%) Shell Script
11 4 (2.40%) C++
12 3 (1.80%) Java 8
13 1 (0.60%) C#
13 1 (0.60%) Clojure
13 1 (0.60%) Erlang
13 1 (0.60%) F#
13 1 (0.60%) Haskell
13 1 (0.60%) Scala
Qualifications
1 4 (2.40%) Degree
Quality Assurance & Compliance
1 5 (2.99%) QA
System Software
1 104 (62.28%) Docker
2 8 (4.79%) VMware Infrastructure
3 6 (3.59%) Active Directory
4 3 (1.80%) Apache Flume
4 3 (1.80%) Hyper-V
5 1 (0.60%) Apache ZooKeeper
5 1 (0.60%) HDFS
5 1 (0.60%) VirtualBox
Systems Management
1 118 (70.66%) Puppet
2 51 (30.54%) Opscode Chef
3 18 (10.78%) Cobbler
4 9 (5.39%) HAProxy
5 8 (4.79%) Graphite
5 8 (4.79%) Icinga
5 8 (4.79%) Packer
5 8 (4.79%) Terraform
6 4 (2.40%) ZABBIX
7 3 (1.80%) logstash
8 2 (1.20%) Kibana
8 2 (1.20%) Kubernetes
8 2 (1.20%) SCCM
8 2 (1.20%) SCOM
8 2 (1.20%) vCenter Server
9 1 (0.60%) Mesos
9 1 (0.60%) Nagios
Vendors
1 77 (46.11%) Oracle
2 23 (13.77%) VMware
3 18 (10.78%) IBM
4 8 (4.79%) Cisco
5 6 (3.59%) Citrix
5 6 (3.59%) Microsoft
5 6 (3.59%) TIBCO
6 5 (2.99%) Informatica
7 4 (2.40%) CheckPoint
7 4 (2.40%) F5
7 4 (2.40%) HP
7 4 (2.40%) Palo Alto
8 2 (1.20%) Apple
8 2 (1.20%) EMC
8 2 (1.20%) Meraki
8 2 (1.20%) Red Hat
9 1 (0.60%) Google
9 1 (0.60%) Splunk