Period
to 17 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for RESTful skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited RESTful over the 6 months to 17 July 2018 with a comparison to the same period in the previous 2 years.

RESTful
Scotland > Edinburgh
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 70 52 88
Rank change year-on-year -18 +36 -24
Permanent jobs citing RESTful 88 109 57
As % of all permanent IT jobs advertised in Edinburgh 3.28% 4.41% 2.21%
As % of the Libraries, Frameworks & Software Standards category 8.97% 11.51% 7.36%
Number of salaries quoted 63 81 57
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £28,000 £26,250 £40,000
90th Percentile £55,000 £55,000 £51,250
Scotland median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +18.75%

RESTful is in the Software Libraries and Frameworks 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 technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Edinburgh
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 981 947 774
As % of all permanent IT jobs advertised in Edinburgh 36.51% 38.34% 30.00%
Number of salaries quoted 626 613 517
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £28,000 £30,000 £28,750
90th Percentile £65,000 £65,000 £62,050
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

RESTful
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for RESTful in Edinburgh

RESTful
Salary Trend in Edinburgh

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

Salary trend for RESTful in Edinburgh

RESTful
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing RESTful in Edinburgh over the 6 months to 17 July 2018.

Salary histogram for RESTful in Edinburgh

For the 6 months to 17 July 2018, IT jobs citing RESTful 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 Edinburgh region with a requirement for RESTful.

1 56 (63.64%) C#
2 44 (50.00%) .NET
3 41 (46.59%) Java
4 39 (44.32%) Software Engineering
5 37 (42.05%) Git (software)
6 35 (39.77%) Agile Software Development
7 30 (34.09%) SQL
8 26 (29.55%) JavaScript
9 24 (27.27%) Windows
9 24 (27.27%) WPF
10 22 (25.00%) SOAP
10 22 (25.00%) C++
10 22 (25.00%) SQL Server
10 22 (25.00%) Scrum
10 22 (25.00%) SOA
11 21 (23.86%) Innovative Thinking
12 20 (22.73%) MVC
13 19 (21.59%) GIS
13 19 (21.59%) NetBeans
13 19 (21.59%) Visual Studio
13 19 (21.59%) Swing
13 19 (21.59%) Degree
13 19 (21.59%) Robotics
13 19 (21.59%) Software Testing
13 19 (21.59%) Numerate Degree
13 19 (21.59%) Visualisation
13 19 (21.59%) Continuous Integration
13 19 (21.59%) Big Data
14 18 (20.45%) AngularJS
14 18 (20.45%) ASP.NET

RESTful
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 5 (5.68%) Tomcat
2 1 (1.14%) Confluence
2 1 (1.14%) WebSphere
2 1 (1.14%) WebSphere Application Server
Business Applications
1 2 (2.27%) Payment Gateway
Cloud Services
1 12 (13.64%) Microsoft Azure
2 10 (11.36%) GitHub
3 5 (5.68%) Amazon AWS
4 4 (4.55%) SaaS
5 2 (2.27%) npm
6 1 (1.14%) Google Cloud Platform
6 1 (1.14%) OpenShift
6 1 (1.14%) Slack
Communications & Networking
1 4 (4.55%) HTTP
2 1 (1.14%) SMS
Database & Business Intelligence
1 22 (25.00%) SQL Server
2 19 (21.59%) Big Data
2 19 (21.59%) GIS
3 14 (15.91%) MySQL
4 12 (13.64%) SQL Server 2016
5 7 (7.95%) MongoDB
5 7 (7.95%) NoSQL
6 3 (3.41%) Relational Database
7 1 (1.14%) PostgreSQL
Development Applications
1 37 (42.05%) Git (software)
2 19 (21.59%) NetBeans
2 19 (21.59%) Visual Studio
3 5 (5.68%) Jenkins
4 4 (4.55%) JIRA
4 4 (4.55%) Maven
5 3 (3.41%) Karma Test Runner
5 3 (3.41%) Mocha
5 3 (3.41%) Selenium
6 2 (2.27%) Cucumber
6 2 (2.27%) GitLab
6 2 (2.27%) JUnit
7 1 (1.14%) Gradle
7 1 (1.14%) Grunt
7 1 (1.14%) JMeter
7 1 (1.14%) Mercurial
7 1 (1.14%) Mockito
7 1 (1.14%) Subversion
7 1 (1.14%) TeamCity
7 1 (1.14%) Vagrant
General
1 12 (13.64%) Advertising
1 12 (13.64%) Marketing
2 8 (9.09%) Banking
3 7 (7.95%) Finance
4 3 (3.41%) Retail
5 2 (2.27%) Games
6 1 (1.14%) Multimedia
6 1 (1.14%) Retail Banking
Job Titles
1 48 (54.55%) Developer
2 31 (35.23%) Software Engineer
3 25 (28.41%) Java Engineer
4 24 (27.27%) Java Software Engineer
5 19 (21.59%) C# Software Engineer
6 15 (17.05%) .NET Developer
7 13 (14.77%) C# Developer
8 11 (12.50%) Senior Software Engineer
9 10 (11.36%) Java Developer
9 10 (11.36%) Senior C# Software Engineer
9 10 (11.36%) Senior Java Engineer
9 10 (11.36%) Senior Java Software Engineer
9 10 (11.36%) Web Developer
10 9 (10.23%) Senior Developer
10 9 (10.23%) Software Developer
11 8 (9.09%) Senior Software Developer
12 7 (7.95%) Lead C# Developer
12 7 (7.95%) Lead Developer
12 7 (7.95%) Senior C# Developer
13 6 (6.82%) Senior C# Software Developer
Libraries, Frameworks & Software Standards
1 44 (50.00%) .NET
2 24 (27.27%) WPF
3 22 (25.00%) SOAP
4 19 (21.59%) Swing
5 18 (20.45%) AngularJS
5 18 (20.45%) ASP.NET
6 17 (19.32%) ASP.NET MVC
6 17 (19.32%) HTML
7 15 (17.05%) ASP.NET MVC 5
8 14 (15.91%) ASP.NET Web API
9 12 (13.64%) React
10 11 (12.50%) CSS
10 11 (12.50%) Web Services
11 10 (11.36%) JSON
12 8 (9.09%) jQuery
12 8 (9.09%) Node.js
13 7 (7.95%) OAuth
14 6 (6.82%) HTML5
14 6 (6.82%) XML
15 5 (5.68%) Entity Framework
Miscellaneous
1 19 (21.59%) Robotics
2 8 (9.09%) Fintech
3 3 (3.41%) Greenfield Project
4 2 (2.27%) e-Learning
5 1 (1.14%) Client/Server
5 1 (1.14%) Device Driver
5 1 (1.14%) Field-Programmable Gate Array
5 1 (1.14%) Graphic Design
5 1 (1.14%) Linux Command Line
5 1 (1.14%) Mobile App
5 1 (1.14%) User Experience
Operating Systems
1 24 (27.27%) Windows
2 9 (10.23%) Apple iOS
3 8 (9.09%) Android
4 6 (6.82%) Linux
5 2 (2.27%) Unix
6 1 (1.14%) CentOS
6 1 (1.14%) Mac OS X
Processes & Methodologies
1 39 (44.32%) Software Engineering
2 35 (39.77%) Agile Software Development
3 22 (25.00%) Scrum
3 22 (25.00%) SOA
4 21 (23.86%) Innovative Thinking
5 20 (22.73%) MVC
6 19 (21.59%) Continuous Integration
6 19 (21.59%) Software Testing
6 19 (21.59%) Visualisation
7 17 (19.32%) Web Development
8 14 (15.91%) TDD
9 13 (14.77%) Web Application Development
10 12 (13.64%) BDD
10 12 (13.64%) Dependency Injection
11 8 (9.09%) Test Automation
12 7 (7.95%) SDLC
13 6 (6.82%) OO
14 5 (5.68%) DevOps
14 5 (5.68%) MVVM
15 3 (3.41%) Test Scripting
Programming Languages
1 56 (63.64%) C#
2 41 (46.59%) Java
3 30 (34.09%) SQL
4 26 (29.55%) JavaScript
5 22 (25.00%) C++
6 7 (7.95%) Python
7 5 (5.68%) XAML
8 4 (4.55%) PHP
9 3 (3.41%) Java 8
9 3 (3.41%) Java 9
10 2 (2.27%) PowerShell
10 2 (2.27%) Ruby
11 1 (1.14%) Bash Shell
11 1 (1.14%) C
11 1 (1.14%) Groovy
11 1 (1.14%) Jython
11 1 (1.14%) Perl
11 1 (1.14%) Shell Script
11 1 (1.14%) TypeScript
11 1 (1.14%) VBScript
Qualifications
1 19 (21.59%) Degree
1 19 (21.59%) Numerate Degree
System Software
1 7 (7.95%) Docker
Systems Management
1 2 (2.27%) Puppet
2 1 (1.14%) Kubernetes
2 1 (1.14%) Opscode Chef
Vendors
1 12 (13.64%) Facebook
2 3 (3.41%) Oracle
2 3 (3.41%) Xamarin
3 2 (2.27%) Atlassian
4 1 (1.14%) Google
4 1 (1.14%) Microsoft
4 1 (1.14%) Panasonic