Period
to 19 September 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Ansible skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Ansible over the 6 months to 19 September 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Ansible
Scotland > Glasgow
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 61 68 69
Rank change year-on-year +7 +1 +35
Contract jobs citing Ansible 65 37 26
As % of all contract IT jobs advertised in Glasgow 3.67% 2.64% 2.00%
As % of the Systems Management category 35.52% 20.22% 14.86%
Number of daily rates quoted 28 21 19
Glasgow median daily rate £481 £400 £400
Median daily rate % change year-on-year +20.31% - +14.29%
10th Percentile £358 £319 £315
90th Percentile £575 £600 £495
Scotland median daily rate £513 £450 £425
% change year-on-year +13.89% +5.88% +21.43%
Number of hourly rates quoted 1 0 0
Glasgow median hourly rate £32.50 - -
Scotland median hourly rate £32.50 - -

Ansible is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for systems management skills.

All Systems Management Skills
Glasgow
Contract vacancies with a requirement for systems management skills 183 183 175
As % of all contract IT jobs advertised in Glasgow 10.33% 13.06% 13.46%
Number of daily rates quoted 102 82 96
Glasgow median daily rate £369 £400 £375
Median daily rate % change year-on-year -7.81% +6.67% +15.38%
10th Percentile £201 £263 £231
90th Percentile £538 £550 £463
Scotland median daily rate £400 £400 £344
% change year-on-year - +16.28% +4.24%
Number of hourly rates quoted 1 1 0
Glasgow median hourly rate £32.50 £20.00 -
Median hourly rate % change year-on-year +62.50% - -
Scotland median hourly rate £21.25 £30.00 £40.00
% change year-on-year -29.17% -25.00% +113.33%

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
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Ansible in Glasgow.

Contractor daily rate trend for Ansible in Glasgow

Ansible
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Ansible in Glasgow over the 6 months to 19 September 2018.

Contractor daily rate histogram for Ansible in Glasgow

For the 6 months to 19 September 2018, IT contractor 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 contract job ads across the Glasgow region with a requirement for Ansible.

1 40 (61.54%) Linux
2 37 (56.92%) DevOps
3 36 (55.38%) Opscode Chef
4 32 (49.23%) Amazon AWS
4 32 (49.23%) Agile Software Development
5 30 (46.15%) Python
5 30 (46.15%) Puppet
6 27 (41.54%) Java
7 26 (40.00%) Unix
8 23 (35.38%) Jenkins
8 23 (35.38%) Docker
9 22 (33.85%) Terraform
10 21 (32.31%) MongoDB
10 21 (32.31%) Continuous Integration
11 20 (30.77%) JavaScript
11 20 (30.77%) Git (software)
12 19 (29.23%) HTML
12 19 (29.23%) Spring
12 19 (29.23%) Deployment Automation
13 18 (27.69%) TDD
13 18 (27.69%) Configuration Management
13 18 (27.69%) Test Automation
13 18 (27.69%) Red Hat Enterprise Linux
13 18 (27.69%) NoSQL
13 18 (27.69%) Bash Shell
13 18 (27.69%) Vagrant
13 18 (27.69%) Continuous Delivery
14 17 (26.15%) Cobbler
15 16 (24.62%) Hibernate
15 16 (24.62%) Hadoop

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 15 (23.08%) JBoss
1 15 (23.08%) Jetty
1 15 (23.08%) Tomcat
1 15 (23.08%) WebLogic
2 10 (15.38%) WebSphere
3 6 (9.23%) nginx
4 4 (6.15%) Confluence
5 3 (4.62%) Alfresco
5 3 (4.62%) Apache
5 3 (4.62%) Elasticsearch
6 2 (3.08%) CMS
6 2 (3.08%) Drupal
6 2 (3.08%) MODX
6 2 (3.08%) WordPress
7 1 (1.54%) Anypoint
7 1 (1.54%) Apache Spark
7 1 (1.54%) WebLogic Portal
7 1 (1.54%) WebSphere Application Server
7 1 (1.54%) WebSphere Portal
Applications
1 2 (3.08%) Microsoft Excel
1 2 (3.08%) Mingle
1 2 (3.08%) MS Visio
Cloud Services
1 32 (49.23%) Amazon AWS
2 14 (21.54%) AWS CloudFormation
3 9 (13.85%) Microsoft Azure
4 6 (9.23%) IaaS
5 3 (4.62%) Cloud Computing
5 3 (4.62%) PaaS
6 2 (3.08%) Adobe Analytics
6 2 (3.08%) Akamai
6 2 (3.08%) Amazon EC2
6 2 (3.08%) Amazon S3
6 2 (3.08%) GitHub
6 2 (3.08%) Google Analytics
6 2 (3.08%) Google Tag Manager
6 2 (3.08%) Mailgun
6 2 (3.08%) npm
6 2 (3.08%) SaaS
6 2 (3.08%) Virtual Private Cloud
7 1 (1.54%) IBM Cloud
7 1 (1.54%) OpenShift
Communications & Networking
1 9 (13.85%) AMQP
2 7 (10.77%) Firewall
2 7 (10.77%) HTTP
3 3 (4.62%) DNS
4 2 (3.08%) Network Security
4 2 (3.08%) SSL
5 1 (1.54%) HTTPS
5 1 (1.54%) Kerberos
5 1 (1.54%) Reverse Proxy
5 1 (1.54%) TCP/IP
5 1 (1.54%) VPN
Database & Business Intelligence
1 21 (32.31%) MongoDB
2 18 (27.69%) NoSQL
3 16 (24.62%) Hadoop
4 15 (23.08%) Couchbase
4 15 (23.08%) Redis
4 15 (23.08%) Riak
5 3 (4.62%) MariaDB
5 3 (4.62%) MySQL
6 2 (3.08%) Big Data
6 2 (3.08%) Oracle Database
6 2 (3.08%) PostgreSQL
6 2 (3.08%) SQL Server
7 1 (1.54%) Apache Hive
7 1 (1.54%) HBase
7 1 (1.54%) Pentaho
7 1 (1.54%) QlikView
7 1 (1.54%) Relational Database
7 1 (1.54%) Sqoop
Development Applications
1 23 (35.38%) Jenkins
2 20 (30.77%) Git (software)
3 18 (27.69%) Vagrant
4 11 (16.92%) JIRA
5 10 (15.38%) Cucumber
5 10 (15.38%) FitNesse
5 10 (15.38%) Selenium
6 9 (13.85%) TeamCity
7 7 (10.77%) Artifactory
8 6 (9.23%) GoCD
8 6 (9.23%) Subversion
9 5 (7.69%) GitLab
9 5 (7.69%) Maven
9 5 (7.69%) Sonatype Nexus
10 3 (4.62%) Bitbucket
11 2 (3.08%) Octopus Deploy
12 1 (1.54%) IBM UrbanCode
12 1 (1.54%) SonarQube
12 1 (1.54%) webpack
General
1 5 (7.69%) Finance
2 3 (4.62%) Retail
3 1 (1.54%) Banking
3 1 (1.54%) Legal
Job Titles
1 22 (33.85%) DevOps Engineer
2 17 (26.15%) Developer
3 15 (23.08%) Java Developer
4 14 (21.54%) Infrastructure Engineer
5 12 (18.46%) Cloud Engineer
5 12 (18.46%) Cloud Infrastructure Engineer
6 7 (10.77%) AWS Engineer
7 6 (9.23%) Architect
8 4 (6.15%) AWS DevOps
8 4 (6.15%) AWS DevOps Engineer
9 3 (4.62%) Administrator
9 3 (4.62%) Cloud Architect
9 3 (4.62%) Linux/Unix DevOps
9 3 (4.62%) Scrum Master
9 3 (4.62%) Senior Architect
9 3 (4.62%) Senior Technical Architect
9 3 (4.62%) Systems Administrator
9 3 (4.62%) Technical Architect
10 2 (3.08%) Infrastructure Specialist
10 2 (3.08%) Linux DevOps Engineer
Libraries, Frameworks & Software Standards
1 19 (29.23%) HTML
1 19 (29.23%) Spring
2 16 (24.62%) Hibernate
3 15 (23.08%) HTML5
3 15 (23.08%) JPA
4 13 (20.00%) Kafka
4 13 (20.00%) RabbitMQ
5 11 (16.92%) Elastic Stack
6 9 (13.85%) JMS
6 9 (13.85%) TIBCO EMS
6 9 (13.85%) WebSphere MQ
7 5 (7.69%) AngularJS
7 5 (7.69%) RESTful
8 4 (6.15%) Web Services
9 3 (4.62%) CSS
9 3 (4.62%) J2EE
9 3 (4.62%) JSON
9 3 (4.62%) React
9 3 (4.62%) Spring Boot
10 2 (3.08%) LEMP Stack
Miscellaneous
1 7 (10.77%) Linux Command Line
2 5 (7.69%) Analytical Skills
3 2 (3.08%) Data Centre
3 2 (3.08%) Enterprise Cloud
3 2 (3.08%) Management Information System
3 2 (3.08%) Wiki
4 1 (1.54%) DataPower
4 1 (1.54%) Enterprise Software
4 1 (1.54%) Greenfield Project
4 1 (1.54%) PKI
4 1 (1.54%) Virtual Team
Operating Systems
1 40 (61.54%) Linux
2 26 (40.00%) Unix
3 18 (27.69%) Red Hat Enterprise Linux
4 13 (20.00%) CentOS
5 3 (4.62%) Windows
6 1 (1.54%) AIX
6 1 (1.54%) Solaris
Processes & Methodologies
1 37 (56.92%) DevOps
2 32 (49.23%) Agile Software Development
3 21 (32.31%) Continuous Integration
4 19 (29.23%) Deployment Automation
5 18 (27.69%) Configuration Management
5 18 (27.69%) Continuous Delivery
5 18 (27.69%) TDD
5 18 (27.69%) Test Automation
6 15 (23.08%) BDD
6 15 (23.08%) Scrum
7 14 (21.54%) Infrastructure Engineering
8 12 (18.46%) Kanban
9 11 (16.92%) Multithreading
9 11 (16.92%) UML
10 10 (15.38%) Analytics
10 10 (15.38%) Concurrent Programming
10 10 (15.38%) Software Engineering
11 9 (13.85%) Integration Testing
11 9 (13.85%) RUP
11 9 (13.85%) System Testing
Programming Languages
1 30 (46.15%) Python
2 27 (41.54%) Java
3 20 (30.77%) JavaScript
4 18 (27.69%) Bash Shell
5 13 (20.00%) Ruby
6 10 (15.38%) Shell Script
7 5 (7.69%) SQL
8 4 (6.15%) PowerShell
9 3 (4.62%) PHP
10 2 (3.08%) Korn
11 1 (1.54%) C#
11 1 (1.54%) ES6
11 1 (1.54%) Java 8
11 1 (1.54%) Perl
11 1 (1.54%) PL/SQL
Qualifications
1 3 (4.62%) AWS Certification
2 1 (1.54%) BPSS Clearance
Quality Assurance & Compliance
1 14 (21.54%) QA
2 4 (6.15%) Data Quality
3 2 (3.08%) Disclosure Scotland
4 1 (1.54%) GDPR
4 1 (1.54%) ISO/IEC 27001
System Software
1 23 (35.38%) Docker
2 2 (3.08%) Postfix
3 1 (1.54%) Apache Flume
3 1 (1.54%) HDFS
3 1 (1.54%) VMware Infrastructure
Systems Management
1 36 (55.38%) Opscode Chef
2 30 (46.15%) Puppet
3 22 (33.85%) Terraform
4 17 (26.15%) Cobbler
5 6 (9.23%) HAProxy
6 4 (6.15%) Graphite
6 4 (6.15%) Icinga
6 4 (6.15%) Packer
7 3 (4.62%) Kibana
7 3 (4.62%) logstash
8 2 (3.08%) Fail2ban
8 2 (3.08%) Kubernetes
9 1 (1.54%) Ambari
9 1 (1.54%) CA Single Sign-On
9 1 (1.54%) Hadoop YARN
9 1 (1.54%) Nagios
9 1 (1.54%) Oozie
9 1 (1.54%) PingFederate
9 1 (1.54%) Single Sign-On
9 1 (1.54%) ZABBIX
Vendors
1 12 (18.46%) IBM
2 9 (13.85%) TIBCO
3 8 (12.31%) Informatica
3 8 (12.31%) Oracle
3 8 (12.31%) Red Hat
3 8 (12.31%) Splunk
4 7 (10.77%) VMware
5 2 (3.08%) Adobe
5 2 (3.08%) Citrix
5 2 (3.08%) Google
5 2 (3.08%) Lets Encrypt
6 1 (1.54%) Apigee
6 1 (1.54%) CA
6 1 (1.54%) Cloudera
6 1 (1.54%) Cognos
6 1 (1.54%) Hortonworks
6 1 (1.54%) MuleSoft
6 1 (1.54%) Tableau