The table below looks at the statistics for Open Source skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Open Source over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Open Source
Rank 74 49 64
Rank change year-on-year
-25 +15
Permanent jobs citing Open Source 24 59 47
As % of all permanent IT jobs located in Edinburgh 1.98% 4.00% 3.16%
As % of the Processes & Methodologies category 2.17% 4.41% 3.60%
Number of salaries quoted 17 56 25
Median salary £47,500 £45,000 £37,500
Median salary % change year-on-year
+5.55% +20.00%
90% offered a salary of more than £38,670 £33,250 £33,900
10% offered a salary of more than £65,000 £73,750 £49,600
UK excluding London median salary £46,658 £45,000 £42,500
% change year-on-year
+3.68% +5.88%
Open Source
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Edinburgh region.

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
1108 1339 1304
As % of all permanent IT jobs located in Edinburgh 91.19% 90.84% 87.63%
Number of salaries quoted 653 855 870
Median salary £47,500 £44,500 £42,500
Median salary % change year-on-year
+6.74% +4.70%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £67,500 £60,000 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Open Source
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Open Source as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Open Source Jobs Demand Trend in Edinburgh

Open Source
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Open Source across the Edinburgh region.

Open Source Salary Trend in Edinburgh

Open Source
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Open Source across the Edinburgh region over the 3 months to 30 July 2016.

Open Source Salary Histogram in Edinburgh

Open Source
Top 30 Related IT Skills in Edinburgh

For the 6 months to 30 July 2016, IT jobs citing Open Source 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 Open Source.

1 56 (63.64%) Agile Software Development
2 45 (51.14%) SOA
3 40 (45.45%) HTML
3 40 (45.45%) JavaScript
4 34 (38.64%) Scrum
5 32 (36.36%) Java
6 30 (34.09%) CSS
6 30 (34.09%) Continuous Integration
7 29 (32.95%) jQuery
8 27 (30.68%) Spring
9 26 (29.55%) Hibernate
10 25 (28.41%) JSON
10 25 (28.41%) Unit Testing
10 25 (28.41%) BDD
10 25 (28.41%) Jenkins
11 24 (27.27%) Maven
11 24 (27.27%) Web Services
12 23 (26.14%) .NET
12 23 (26.14%) Zachman Framework
12 23 (26.14%) TOGAF
12 23 (26.14%) Selenium
13 22 (25.00%) User Acceptance Testing
13 22 (25.00%) Spring Security
13 22 (25.00%) Alfresco
13 22 (25.00%) RESTful
13 22 (25.00%) Gherkin
13 22 (25.00%) Artifactory
13 22 (25.00%) Document Management
13 22 (25.00%) JBoss
13 22 (25.00%) XHTML

Open Source
Top Related 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 22 (25.00%) Alfresco
1 22 (25.00%) JBoss
2 6 (6.82%) CMS
3 4 (4.55%) Cloud Foundry
4 3 (3.41%) nginx
5 2 (2.27%) Apache
5 2 (2.27%) Tomcat
6 1 (1.14%) SAS
Applications
1 2 (2.27%) MS Project
2 1 (1.14%) MS Excel
2 1 (1.14%) MS Office
Cloud Services
1 4 (4.55%) IaaS
2 3 (3.41%) Amazon AWS
3 2 (2.27%) SaaS
4 1 (1.14%) Google Analytics
4 1 (1.14%) PaaS
Communications & Networking
1 3 (3.41%) DHCP
1 3 (3.41%) DNS
1 3 (3.41%) LDAP
1 3 (3.41%) SAN
1 3 (3.41%) Skype
1 3 (3.41%) Software-Defined Networking
1 3 (3.41%) TCP/IP
Database & Business Intelligence
1 6 (6.82%) SQL Server
2 5 (5.68%) PostgreSQL
3 4 (4.55%) Big Data
3 4 (4.55%) MongoDB
3 4 (4.55%) MySQL
4 3 (3.41%) Data Warehouse
4 3 (3.41%) Informix
4 3 (3.41%) NoSQL
4 3 (3.41%) Oracle Database
5 2 (2.27%) Redis
6 1 (1.14%) Apache Hive
6 1 (1.14%) GIS
6 1 (1.14%) Hadoop
6 1 (1.14%) Lumira
6 1 (1.14%) Neo4j
6 1 (1.14%) Pentaho
6 1 (1.14%) Qlik Sense
6 1 (1.14%) QlikView
6 1 (1.14%) SAS Visual Analytics
6 1 (1.14%) Spotfire
Development Applications
1 25 (28.41%) Jenkins
2 24 (27.27%) Maven
3 23 (26.14%) Selenium
4 22 (25.00%) Artifactory
5 3 (3.41%) Grunt
5 3 (3.41%) gulp
6 2 (2.27%) Git (software)
6 2 (2.27%) Subversion
7 1 (1.14%) Cucumber
7 1 (1.14%) WebDriver
General
1 14 (15.91%) Finance
2 12 (13.64%) Banking
3 6 (6.82%) Financial Institution
4 4 (4.55%) Games
5 2 (2.27%) Dutch Language
5 2 (2.27%) French Language
5 2 (2.27%) German Language
5 2 (2.27%) Legal
5 2 (2.27%) Local Government
5 2 (2.27%) Marketing
5 2 (2.27%) Telecoms
6 1 (1.14%) Law
Job Titles
1 35 (39.77%) Developer
2 27 (30.68%) Architect
3 21 (23.86%) Java Developer
3 21 (23.86%) Open Source Developer
4 19 (21.59%) Solutions Architect
5 11 (12.50%) Senior Developer
6 8 (9.09%) C# Developer
7 7 (7.95%) Senior Java Developer
8 6 (6.82%) Senior Architect
9 4 (4.55%) .NET Developer
9 4 (4.55%) C# .NET Developer
9 4 (4.55%) Software Engineer
10 3 (3.41%) Development Manager
10 3 (3.41%) Infrastructure Manager
10 3 (3.41%) Operations Manager
10 3 (3.41%) Senior Server Engineer
10 3 (3.41%) Senior Windows Engineer
10 3 (3.41%) Senior Windows Server Engineer
10 3 (3.41%) Server Engineer
10 3 (3.41%) Windows Server Engineer
Libraries, Frameworks & Software Standards
1 40 (45.45%) HTML
2 30 (34.09%) CSS
3 29 (32.95%) jQuery
4 27 (30.68%) Spring
5 26 (29.55%) Hibernate
6 25 (28.41%) JSON
7 24 (27.27%) Web Services
8 23 (26.14%) .NET
9 22 (25.00%) Gherkin
9 22 (25.00%) RESTful
9 22 (25.00%) Spring Security
9 22 (25.00%) XHTML
10 18 (20.45%) Middleware
11 12 (13.64%) HTML5
12 11 (12.50%) Java EE
13 9 (10.23%) Node.js
14 7 (7.95%) AngularJS
14 7 (7.95%) Drools
14 7 (7.95%) jBPM
15 5 (5.68%) React
Miscellaneous
1 10 (11.36%) Management Information System
2 5 (5.68%) Computer Science
3 4 (4.55%) Private Cloud
4 3 (3.41%) Cloud Native
5 2 (2.27%) Analytical Skills
6 1 (1.14%) Data Integration
6 1 (1.14%) Enterprise Software
6 1 (1.14%) Mathematics
6 1 (1.14%) Mobile App
6 1 (1.14%) Social Media
6 1 (1.14%) Visualisation
Operating Systems
1 14 (15.91%) Linux
2 9 (10.23%) Windows
3 5 (5.68%) Apple iOS
4 4 (4.55%) Android
5 3 (3.41%) Red Hat Enterprise Linux
5 3 (3.41%) Solaris
5 3 (3.41%) Unix
5 3 (3.41%) Windows Server
5 3 (3.41%) Windows Server 2012
Processes & Methodologies
1 56 (63.64%) Agile Software Development
2 45 (51.14%) SOA
3 34 (38.64%) Scrum
4 30 (34.09%) Continuous Integration
5 25 (28.41%) BDD
5 25 (28.41%) Unit Testing
6 23 (26.14%) TOGAF
6 23 (26.14%) Zachman Framework
7 22 (25.00%) Document Management
7 22 (25.00%) User Acceptance Testing
8 21 (23.86%) Open Source Development
9 17 (19.32%) Software Engineering
10 16 (18.18%) Business Development
11 14 (15.91%) CRM
11 14 (15.91%) DevOps
12 13 (14.77%) OO
13 12 (13.64%) Automated Testing
14 11 (12.50%) ITIL
14 11 (12.50%) Presales
14 11 (12.50%) UML
Programming Languages
1 40 (45.45%) JavaScript
2 32 (36.36%) Java
3 11 (12.50%) C#
4 8 (9.09%) SQL
5 7 (7.95%) PHP
6 4 (4.55%) Python
7 2 (2.27%) C++
7 2 (2.27%) PL/SQL
8 1 (1.14%) Groovy
8 1 (1.14%) R
8 1 (1.14%) Ruby
8 1 (1.14%) VB
8 1 (1.14%) VB6
8 1 (1.14%) VBScript
Qualifications
1 14 (15.91%) Security Cleared
2 12 (13.64%) Degree
Quality Assurance & Compliance
1 10 (11.36%) COBIT
2 7 (7.95%) QA
3 1 (1.14%) SDET
System Software
1 5 (5.68%) Docker
2 3 (3.41%) Active Directory
2 3 (3.41%) Virtual Desktop
2 3 (3.41%) Virtual Machines
2 3 (3.41%) VMware Infrastructure
Systems Management
1 3 (3.41%) Ansible
1 3 (3.41%) HP Operations Orchestration
1 3 (3.41%) Opscode Chef
1 3 (3.41%) SCCM
2 1 (1.14%) Puppet
Vendors
1 16 (18.18%) Microsoft
2 15 (17.05%) Oracle
3 10 (11.36%) Cognizant
3 10 (11.36%) IBM
4 3 (3.41%) Citrix
4 3 (3.41%) HP
4 3 (3.41%) Red Hat
4 3 (3.41%) Sun
4 3 (3.41%) VMware
5 1 (1.14%) Ab Initio
5 1 (1.14%) Alterian
5 1 (1.14%) Alteryx
5 1 (1.14%) Apple
5 1 (1.14%) Facebook
5 1 (1.14%) Google
5 1 (1.14%) Jaspersoft
5 1 (1.14%) Omniture
5 1 (1.14%) Tableau
5 1 (1.14%) TIBCO
5 1 (1.14%) Twitter
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