The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Ansible skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Ansible over the 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Ansible
UK / Scotland
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 129 143 156
Rank change year-on-year +14 +13  
Permanent jobs citing Ansible 23 22 8
As % of all permanent IT jobs advertised in Scotland 0.86% 0.77% 0.26%
As % of the Systems Management category 14.29% 9.52% 3.77%
Number of salaries quoted 15 17 5
Median salary £62,500 £45,000 £47,500
Median salary % change year-on-year +38.88% -5.26%  
90% offered a salary of more than £38,500 £27,500 £40,000
10% offered a salary of more than £71,500 £60,000 £59,000
UK excluding London median salary £49,039 £50,000 £57,500
% change year-on-year -1.92% -13.04%  

Ansible is in the systems management skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for systems management skills.

Systems Management Skills
Scotland
Permanent job vacancies with a requirement for systems management skills 161 231 212
As % of all permanent IT job vacancies advertised in Scotland 6.04% 8.08% 6.79%
Number of salaries quoted 77 115 135
Median salary £50,000 £42,500 £45,000
Median salary % change year-on-year +17.64% -5.55%  
90% offered a salary of more than £32,950 £27,500 £32,500
10% offered a salary of more than £70,250 £62,500 £55,000
UK excluding London median salary £46,000 £45,000 £44,750
% change year-on-year +2.22% +0.55%  

Ansible
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Ansible as a proportion of all permanent or contract IT jobs with a match in the Systems Management category.

Job vacancy trend for Ansible in Scotland

Ansible
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Ansible in Scotland.

Salary trend for Ansible in Scotland

Ansible
Salary Histogram in Scotland

The salary distribution of IT jobs citing Ansible in Scotland over the 3 months to 22 June 2017.

Salary histogram for Ansible in Scotland

Ansible
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ansible within the Scotland region over the 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -1 18 £62,500 +98.41% 9
Glasgow +13 5 £42,000 -6.66% 2
Ansible
UK

For the 6 months to 22 June 2017, IT jobs citing Ansible also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Ansible.

1 37 (90.24%) Puppet
2 34 (82.93%) Linux
2 34 (82.93%) Opscode Chef
3 24 (58.54%) Amazon AWS
4 20 (48.78%) Windows
4 20 (48.78%) DevOps
5 18 (43.90%) Python
5 18 (43.90%) VMware
6 17 (41.46%) PowerShell
7 16 (39.02%) Configuration Management
8 15 (36.59%) Data Centre
9 14 (34.15%) Microsoft
10 13 (31.71%) VMware Infrastructure
10 13 (31.71%) Microsoft Azure
10 13 (31.71%) Bash Shell
10 13 (31.71%) Root Cause Analysis
11 12 (29.27%) Cisco
12 11 (26.83%) Active Directory
12 11 (26.83%) VMware ESXi
12 11 (26.83%) Hyper-V
13 10 (24.39%) Apache
13 10 (24.39%) IT Strategy
14 9 (21.95%) Mentoring
14 9 (21.95%) Performance Tuning
14 9 (21.95%) Varonis
14 9 (21.95%) Tomcat
14 9 (21.95%) Perl
14 9 (21.95%) CA
14 9 (21.95%) Citrix
14 9 (21.95%) Symantec

Ansible
Co-occurring IT Skills in Scotland 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 10 (24.39%) Apache
2 9 (21.95%) Skype for Business
2 9 (21.95%) Tomcat
3 7 (17.07%) Blackberry Enterprise Server
3 7 (17.07%) Exchange Server 2010
3 7 (17.07%) JBoss
3 7 (17.07%) MS Exchange
4 5 (12.20%) IIS
Cloud Services
1 24 (58.54%) Amazon AWS
2 13 (31.71%) Microsoft Azure
3 9 (21.95%) Office 365
4 4 (9.76%) Google Cloud Platform
5 2 (4.88%) Amazon EC2
5 2 (4.88%) SaaS
6 1 (2.44%) GitHub
Communications & Networking
1 8 (19.51%) DNS
2 7 (17.07%) DHCP
2 7 (17.07%) LAN
2 7 (17.07%) WAN
3 6 (14.63%) SAN
4 4 (9.76%) NAS
5 2 (4.88%) Skype
6 1 (2.44%) HTTP
6 1 (2.44%) Internet
6 1 (2.44%) TCP/IP
Database & Business Intelligence
1 7 (17.07%) SQL Server
1 7 (17.07%) SQL Server 2005
1 7 (17.07%) SQL Server 2014
Development Applications
1 9 (21.95%) Jenkins
2 8 (19.51%) Git (software)
3 5 (12.20%) Bitbucket
3 5 (12.20%) Maven
3 5 (12.20%) Sonatype Nexus
4 4 (9.76%) GCC
4 4 (9.76%) MSI
4 4 (9.76%) NuGet
4 4 (9.76%) Team Foundation Server
5 1 (2.44%) Atlassian Bamboo
5 1 (2.44%) IBM UrbanCode
5 1 (2.44%) Vagrant
General
1 5 (12.20%) Finance
2 1 (2.44%) Banking
Job Titles
1 13 (31.71%) Administrator
1 13 (31.71%) Systems Administrator
2 7 (17.07%) DevOps Administrator
3 6 (14.63%) DevOps Engineer
3 6 (14.63%) Linux Administrator
3 6 (14.63%) Linux Systems Administrator
4 4 (9.76%) Architect
4 4 (9.76%) Infrastructure Architect
4 4 (9.76%) Infrastructure Engineer
4 4 (9.76%) Lead Architect
4 4 (9.76%) Linux/Unix DevOps
4 4 (9.76%) Senior DevOps
4 4 (9.76%) Senior Systems Administrator
4 4 (9.76%) Windows Administrator
4 4 (9.76%) Windows Systems Administrator
5 3 (7.32%) Cloud Engineer
5 3 (7.32%) Linux DevOps Administrator
5 3 (7.32%) Operations Engineer
5 3 (7.32%) Senior Windows Administrator
5 3 (7.32%) Senior Windows Systems Administrator
Libraries, Frameworks & Software Standards
1 4 (9.76%) LAMP
2 2 (4.88%) .NET
2 2 (4.88%) Web Services
3 1 (2.44%) Ajax
3 1 (2.44%) CSS
3 1 (2.44%) CSS3
3 1 (2.44%) HTML
3 1 (2.44%) HTML5
3 1 (2.44%) J2EE
3 1 (2.44%) jQuery
3 1 (2.44%) Middleware
3 1 (2.44%) RabbitMQ
3 1 (2.44%) RESTful
Miscellaneous
1 15 (36.59%) Data Centre
2 7 (17.07%) Blackberry
3 2 (4.88%) Linux Command Line
4 1 (2.44%) Greenfield Project
Operating Systems
1 34 (82.93%) Linux
2 20 (48.78%) Windows
3 9 (21.95%) Ubuntu
4 7 (17.07%) Unix
4 7 (17.07%) Windows Server
5 4 (9.76%) Red Hat Enterprise Linux
6 1 (2.44%) AIX
6 1 (2.44%) CentOS
6 1 (2.44%) Solaris
6 1 (2.44%) SUSE
6 1 (2.44%) Windows Server 2003
6 1 (2.44%) Windows Server 2012
Processes & Methodologies
1 20 (48.78%) DevOps
2 16 (39.02%) Configuration Management
3 13 (31.71%) Root Cause Analysis
4 10 (24.39%) IT Strategy
5 9 (21.95%) Mentoring
5 9 (21.95%) Performance Tuning
6 7 (17.07%) High Availability
7 6 (14.63%) Agile Software Development
7 6 (14.63%) Asset Management
7 6 (14.63%) Investment Management
7 6 (14.63%) Translating Business Requirements
7 6 (14.63%) Virtual Environments
8 5 (12.20%) Scrum
9 4 (9.76%) TOGAF
10 3 (7.32%) ITIL
10 3 (7.32%) Line Management
11 2 (4.88%) Change Management
11 2 (4.88%) CRM
11 2 (4.88%) Infrastructure Management
11 2 (4.88%) SDLC
Programming Languages
1 18 (43.90%) Python
2 17 (41.46%) PowerShell
3 13 (31.71%) Bash Shell
4 9 (21.95%) Perl
5 8 (19.51%) SQL
6 6 (14.63%) Java
6 6 (14.63%) Ruby
7 4 (9.76%) VBScript
8 2 (4.88%) JavaScript
9 1 (2.44%) C
9 1 (2.44%) C#
9 1 (2.44%) C++
9 1 (2.44%) Delphi
9 1 (2.44%) Shell Script
Qualifications
1 4 (9.76%) CISSP
System Software
1 13 (31.71%) VMware Infrastructure
2 11 (26.83%) Active Directory
2 11 (26.83%) Hyper-V
2 11 (26.83%) VMware ESXi
3 9 (21.95%) XenApp
4 7 (17.07%) Microsoft App-V
4 7 (17.07%) XenDesktop
5 5 (12.20%) vSphere
6 3 (7.32%) Docker
7 1 (2.44%) Varnish
Systems Management
1 37 (90.24%) Puppet
2 34 (82.93%) Opscode Chef
3 7 (17.07%) Capistrano
3 7 (17.07%) SCCM
3 7 (17.07%) SCOM
3 7 (17.07%) Symantec Endpoint Protection
3 7 (17.07%) Symantec Enterprise Vault
4 5 (12.20%) yum
5 4 (9.76%) Microsoft Clustering
5 4 (9.76%) PowerCLI
6 1 (2.44%) Red Hat Satellite
6 1 (2.44%) Rundeck
6 1 (2.44%) vCenter Server
Vendors
1 18 (43.90%) VMware
2 14 (34.15%) Microsoft
3 12 (29.27%) Cisco
4 9 (21.95%) CA
4 9 (21.95%) Citrix
4 9 (21.95%) Symantec
4 9 (21.95%) Varonis
5 7 (17.07%) F5
5 7 (17.07%) Perforce
5 7 (17.07%) Red Hat
6 4 (9.76%) Google
7 2 (4.88%) IBM
8 1 (2.44%) EMC
8 1 (2.44%) Guidewire
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