Period
to 17 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 17 December 2017 with a comparison to the same period in the previous 2 years.

Ansible
Scotland > Edinburgh
6 months to
17 Dec 2017
Same period 2016 Same period 2015
Rank 96 104 152
Rank change year-on-year +8 +48 -1
Permanent jobs citing Ansible 53 30 13
As % of all permanent IT jobs advertised in Edinburgh 2.02% 1.33% 0.43%
As % of the Systems Management category 19.49% 17.05% 4.59%
Number of salaries quoted 29 25 7
Edinburgh median annual salary £65,000 £50,000 £45,000
Median salary % change year-on-year +30.00% +11.11% +20.00%
10th Percentile £41,350 £43,500 £32,000
90th Percentile £73,750 £76,250 £53,000
Scotland median annual salary £55,000 £50,000 £42,500
% change year-on-year +10.00% +17.65% +7.59%

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 Edinburgh with a requirement for systems management skills.

All Systems Management Skills
Edinburgh
Permanent vacancies with a requirement for systems management skills 272 176 283
As % of all permanent IT jobs advertised in Edinburgh 10.39% 7.79% 9.39%
Number of salaries quoted 173 110 164
Edinburgh median annual salary £52,500 £45,000 £44,500
Median salary % change year-on-year +16.67% +1.12% +16.34%
10th Percentile £30,000 £31,250 £31,400
90th Percentile £65,000 £57,750 £63,550
Scotland median annual salary £47,500 £42,500 £42,500
% change year-on-year +11.76% - -

Ansible
Job Vacancy Trend in Edinburgh

Job postings citing Ansible as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Ansible in Edinburgh

Ansible
Salary Trend in Edinburgh

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

Salary trend for Ansible in Edinburgh

Ansible
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Ansible in Edinburgh over the 6 months to 17 December 2017.

Salary histogram for Ansible in Edinburgh

For the 6 months to 17 December 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 Edinburgh region with a requirement for Ansible.

1 37 (69.81%) Amazon AWS
2 31 (58.49%) Puppet
2 31 (58.49%) Opscode Chef
3 30 (56.60%) Linux
4 26 (49.06%) DevOps
5 22 (41.51%) Finance
6 20 (37.74%) Windows
6 20 (37.74%) Microsoft Azure
7 18 (33.96%) Jenkins
7 18 (33.96%) Python
8 17 (32.08%) Continuous Integration
9 16 (30.19%) PowerShell
9 16 (30.19%) Terraform
10 15 (28.30%) Infrastructure Management
10 15 (28.30%) Matrix Management
10 15 (28.30%) Change Management
11 14 (26.42%) Git (software)
12 13 (24.53%) Unix
13 12 (22.64%) GoCD
14 11 (20.75%) Docker
14 11 (20.75%) Rundeck
14 11 (20.75%) Team Foundation Server
14 11 (20.75%) Atlassian Bamboo
14 11 (20.75%) Ruby
15 10 (18.87%) JIRA
15 10 (18.87%) Configuration Management
15 10 (18.87%) Continuous Delivery
15 10 (18.87%) Elastic Stack
15 10 (18.87%) Microservices
15 10 (18.87%) Google Cloud Platform

Ansible
Co-occurring IT Skills in Edinburgh 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 8 (15.09%) Tomcat
2 7 (13.21%) Apache
3 5 (9.43%) Blackberry Enterprise Server
3 5 (9.43%) IIS
4 4 (7.55%) JBoss
5 3 (5.66%) Exchange Server 2010
5 3 (5.66%) MS Exchange
5 3 (5.66%) Skype for Business
6 2 (3.77%) Elasticsearch
7 1 (1.89%) Apache Spark
Business Applications
1 1 (1.89%) Markit EDM
Cloud Services
1 37 (69.81%) Amazon AWS
2 20 (37.74%) Microsoft Azure
3 10 (18.87%) Google Cloud Platform
4 3 (5.66%) Amazon EC2
4 3 (5.66%) Amazon S3
4 3 (5.66%) AWS CloudFormation
4 3 (5.66%) Office 365
5 2 (3.77%) SaaS
6 1 (1.89%) Amazon EMR
6 1 (1.89%) AWS Lambda
6 1 (1.89%) Cloud Computing
6 1 (1.89%) IaaS
6 1 (1.89%) PaaS
6 1 (1.89%) Serverless
Communications & Networking
1 5 (9.43%) Firewall
1 5 (9.43%) LAN
1 5 (9.43%) WAN
2 4 (7.55%) VPN
3 3 (5.66%) DHCP
3 3 (5.66%) DNS
4 2 (3.77%) Cisco IPT
4 2 (3.77%) Cisco Nexus
4 2 (3.77%) IP Telephony
4 2 (3.77%) MPLS
4 2 (3.77%) Network Security
4 2 (3.77%) SAN
4 2 (3.77%) Wireless
5 1 (1.89%) NAS
Database & Business Intelligence
1 7 (13.21%) SQL Server
2 3 (5.66%) MongoDB
2 3 (5.66%) PostgreSQL
2 3 (5.66%) SQL Server 2005
2 3 (5.66%) SQL Server 2014
3 2 (3.77%) Relational Database
4 1 (1.89%) Amazon DynamoDB
4 1 (1.89%) Amazon Redshift
4 1 (1.89%) Apache Cassandra
4 1 (1.89%) Couchbase
4 1 (1.89%) Data Warehouse
4 1 (1.89%) Electronic Patient Records
4 1 (1.89%) Geospatial Data
4 1 (1.89%) GIS
4 1 (1.89%) NoSQL
4 1 (1.89%) OpenTSDB
4 1 (1.89%) Parquet
4 1 (1.89%) QGIS
4 1 (1.89%) RDBMS
4 1 (1.89%) Spatial Data
Development Applications
1 18 (33.96%) Jenkins
2 14 (26.42%) Git (software)
3 12 (22.64%) GoCD
4 11 (20.75%) Atlassian Bamboo
4 11 (20.75%) Team Foundation Server
5 10 (18.87%) JIRA
6 9 (16.98%) IBM UrbanCode
6 9 (16.98%) Octopus Deploy
6 9 (16.98%) Subversion
7 6 (11.32%) Sonatype Nexus
8 4 (7.55%) Maven
9 3 (5.66%) JUnit
9 3 (5.66%) Selenium
9 3 (5.66%) SoapUI
10 2 (3.77%) Bitbucket
10 2 (3.77%) GCC
10 2 (3.77%) Hudson
10 2 (3.77%) MSI
10 2 (3.77%) NuGet
10 2 (3.77%) Vagrant
General
1 22 (41.51%) Finance
2 2 (3.77%) Financial Institution
3 1 (1.89%) Games
3 1 (1.89%) Legal
Job Titles
1 16 (30.19%) Cloud Engineer
2 11 (20.75%) Senior DevOps
3 10 (18.87%) Technical Engineer
4 9 (16.98%) Consultant
4 9 (16.98%) DevOps Consultant
4 9 (16.98%) DevOps Engineer
4 9 (16.98%) Senior Consultant
4 9 (16.98%) Senior DevOps Consultant
5 8 (15.09%) Administrator
6 7 (13.21%) Systems Administrator
7 6 (11.32%) AWS Engineer
8 5 (9.43%) DevOps Administrator
9 4 (7.55%) Linux Administrator
10 3 (5.66%) Linux DevOps Administrator
10 3 (5.66%) Linux Systems Administrator
10 3 (5.66%) Linux/Unix DevOps
11 2 (3.77%) Infrastructure Engineer
11 2 (3.77%) Network Architect
11 2 (3.77%) Senior Systems Administrator
11 2 (3.77%) Software Engineer
Libraries, Frameworks & Software Standards
1 10 (18.87%) Elastic Stack
2 3 (5.66%) Java EE
2 3 (5.66%) Node.js
2 3 (5.66%) Web Services
3 2 (3.77%) LAMP
3 2 (3.77%) PostGIS
3 2 (3.77%) React
4 1 (1.89%) .NET
4 1 (1.89%) Apache Flex
4 1 (1.89%) Apache Thrift
4 1 (1.89%) CSS
4 1 (1.89%) HTML
4 1 (1.89%) Protocol Buffers
4 1 (1.89%) RESTful
Miscellaneous
1 5 (9.43%) Blackberry
1 5 (9.43%) Data Centre
2 1 (1.89%) Fintech
2 1 (1.89%) Greenfield Project
2 1 (1.89%) Management Information System
2 1 (1.89%) User Experience
Operating Systems
1 30 (56.60%) Linux
2 20 (37.74%) Windows
3 13 (24.53%) Unix
4 6 (11.32%) Ubuntu
5 4 (7.55%) Windows Server
6 3 (5.66%) CentOS
7 2 (3.77%) Red Hat Enterprise Linux
7 2 (3.77%) Windows Server 2008
7 2 (3.77%) Windows Server 2012
Processes & Methodologies
1 26 (49.06%) DevOps
2 17 (32.08%) Continuous Integration
3 15 (28.30%) Change Management
3 15 (28.30%) Infrastructure Management
3 15 (28.30%) Matrix Management
4 10 (18.87%) Configuration Management
4 10 (18.87%) Continuous Delivery
4 10 (18.87%) Microservices
5 9 (16.98%) Customer Engagement
5 9 (16.98%) Open Source
6 8 (15.09%) Agile Software Development
7 6 (11.32%) Root Cause Analysis
7 6 (11.32%) Scrum
8 5 (9.43%) Asset Management
8 5 (9.43%) ITIL
8 5 (9.43%) Software Engineering
8 5 (9.43%) Translating Business Requirements
9 4 (7.55%) High Availability
9 4 (7.55%) Investment Management
9 4 (7.55%) Performance Tuning
Programming Languages
1 18 (33.96%) Python
2 16 (30.19%) PowerShell
3 11 (20.75%) Ruby
4 8 (15.09%) Bash Shell
5 7 (13.21%) Java
5 7 (13.21%) Perl
5 7 (13.21%) SQL
6 3 (5.66%) JavaScript
7 2 (3.77%) C#
7 2 (3.77%) PHP
7 2 (3.77%) VBScript
8 1 (1.89%) C++
8 1 (1.89%) Go
8 1 (1.89%) Scala
Qualifications
1 2 (3.77%) CCIE
1 2 (3.77%) Cisco Certification
1 2 (3.77%) CISSP
2 1 (1.89%) AWS Certification
2 1 (1.89%) Postgraduate
2 1 (1.89%) SC Cleared
2 1 (1.89%) Security Cleared
Quality Assurance & Compliance
1 9 (16.98%) GCP
2 1 (1.89%) BS7666
2 1 (1.89%) QA
System Software
1 11 (20.75%) Docker
2 6 (11.32%) Active Directory
3 5 (9.43%) VMware Infrastructure
4 4 (7.55%) VMware ESXi
5 3 (5.66%) Hyper-V
5 3 (5.66%) Microsoft App-V
5 3 (5.66%) vSphere
5 3 (5.66%) XenApp
5 3 (5.66%) XenDesktop
Systems Management
1 31 (58.49%) Opscode Chef
1 31 (58.49%) Puppet
2 16 (30.19%) Terraform
3 11 (20.75%) Rundeck
4 9 (16.98%) Consul
5 5 (9.43%) Capistrano
6 4 (7.55%) yum
7 3 (5.66%) HockeyApp
7 3 (5.66%) Kubernetes
7 3 (5.66%) SCCM
7 3 (5.66%) SCOM
7 3 (5.66%) Symantec Endpoint Protection
7 3 (5.66%) Symantec Enterprise Vault
8 2 (3.77%) Docker Swarm
8 2 (3.77%) Microsoft Clustering
8 2 (3.77%) Nagios
8 2 (3.77%) Packer
8 2 (3.77%) PowerCLI
9 1 (1.89%) Cacti
9 1 (1.89%) Failover Clustering
Vendors
1 9 (16.98%) Microsoft
1 9 (16.98%) RedGate
1 9 (16.98%) ServiceNow
1 9 (16.98%) Splunk
2 8 (15.09%) VMware
3 6 (11.32%) Red Hat
4 5 (9.43%) Cisco
4 5 (9.43%) Varonis
5 4 (7.55%) Perforce
6 3 (5.66%) CA
6 3 (5.66%) Citrix
6 3 (5.66%) F5
6 3 (5.66%) Oracle
6 3 (5.66%) Symantec
7 2 (3.77%) CheckPoint
7 2 (3.77%) CyberArk
8 1 (1.89%) Charles River
8 1 (1.89%) Google