Period
to 18 October 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 18 October 2018 with a comparison to the same period in the previous 2 years.

RESTful
Scotland > Edinburgh
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 54 58 94
Rank change year-on-year +4 +36 -20
Permanent jobs citing RESTful 105 116 45
As % of all permanent IT jobs advertised in Edinburgh 4.17% 4.33% 1.94%
As % of the Libraries, Frameworks & Software Standards category 10.55% 11.97% 6.18%
Number of salaries quoted 66 84 18
Edinburgh median annual salary £45,000 £38,750 £45,000
Median salary % change year-on-year +16.13% -13.89% -
10th Percentile £26,000 £26,000 £40,000
90th Percentile £62,500 £55,000 £50,375
Scotland median annual salary £47,500 £45,000 £47,500
% change year-on-year +5.56% -5.26% +5.56%

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 995 969 728
As % of all permanent IT jobs advertised in Edinburgh 39.52% 36.16% 31.31%
Number of salaries quoted 625 623 503
Edinburgh median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% +6.25%
10th Percentile £28,750 £28,000 £26,250
90th Percentile £67,500 £63,750 £59,750
Scotland median annual salary £45,000 £42,500 £40,500
% change year-on-year +5.88% +4.94% +1.25%

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 18 October 2018.

Salary histogram for RESTful in Edinburgh

For the 6 months to 18 October 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 60 (57.14%) Java
2 58 (55.24%) Software Engineering
3 57 (54.29%) JavaScript
4 56 (53.33%) C#
5 50 (47.62%) Git (software)
6 45 (42.86%) HTML
7 39 (37.14%) SOA
8 37 (35.24%) .NET
8 37 (35.24%) AngularJS
9 35 (33.33%) CSS
10 34 (32.38%) Agile Software Development
11 32 (30.48%) SQL
12 29 (27.62%) C++
12 29 (27.62%) Degree
13 28 (26.67%) Innovative Thinking
14 27 (25.71%) WPF
14 27 (25.71%) SOAP
15 26 (24.76%) Swing
15 26 (24.76%) Windows
15 26 (24.76%) Visual Studio
15 26 (24.76%) GIS
15 26 (24.76%) NetBeans
15 26 (24.76%) Robotics
15 26 (24.76%) Software Testing
15 26 (24.76%) Numerate Degree
15 26 (24.76%) Big Data
15 26 (24.76%) Visualisation
15 26 (24.76%) Storage Management
16 23 (21.90%) JSON
17 20 (19.05%) OO

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 13 (12.38%) Tomcat
2 1 (0.95%) Apache Spark
2 1 (0.95%) concrete5
2 1 (0.95%) Confluence
2 1 (0.95%) WebSphere
2 1 (0.95%) WebSphere Application Server
Business Applications
1 2 (1.90%) Payment Gateway
Cloud Services
1 11 (10.48%) Microsoft Azure
2 8 (7.62%) npm
3 5 (4.76%) SaaS
3 5 (4.76%) Yarn
4 2 (1.90%) GitHub
5 1 (0.95%) Amazon AWS
5 1 (0.95%) OpenShift
5 1 (0.95%) Slack
Communications & Networking
1 3 (2.86%) HTTP
2 1 (0.95%) Internet
Database & Business Intelligence
1 26 (24.76%) Big Data
1 26 (24.76%) GIS
2 16 (15.24%) MySQL
3 8 (7.62%) NoSQL
3 8 (7.62%) SQL Server
4 3 (2.86%) Relational Database
5 2 (1.90%) MongoDB
5 2 (1.90%) SQL Server 2016
6 1 (0.95%) Hadoop
Development Applications
1 50 (47.62%) Git (software)
2 26 (24.76%) NetBeans
2 26 (24.76%) Visual Studio
3 10 (9.52%) JUnit
4 8 (7.62%) Jenkins
4 8 (7.62%) JMeter
5 7 (6.67%) webpack
6 6 (5.71%) Hudson
6 6 (5.71%) JIRA
7 5 (4.76%) Gerrit
8 3 (2.86%) Maven
8 3 (2.86%) Selenium
9 2 (1.90%) Babel
9 2 (1.90%) Cucumber
9 2 (1.90%) Eclipse
9 2 (1.90%) GitLab
9 2 (1.90%) Grunt
9 2 (1.90%) gulp
9 2 (1.90%) Mockito
9 2 (1.90%) Subversion
General
1 13 (12.38%) Finance
2 7 (6.67%) Banking
3 4 (3.81%) Billing
3 4 (3.81%) Marketing
4 3 (2.86%) Games
4 3 (2.86%) Retail
5 1 (0.95%) Advertising
Job Titles
1 50 (47.62%) Software Engineer
2 42 (40.00%) Java Engineer
3 41 (39.05%) Developer
4 40 (38.10%) Java Software Engineer
5 28 (26.67%) C# Software Engineer
6 20 (19.05%) Senior Developer
6 20 (19.05%) Senior Java Engineer
6 20 (19.05%) Senior Java Software Engineer
6 20 (19.05%) Senior Software Engineer
7 19 (18.10%) Software Developer
8 14 (13.33%) Senior Software Developer
9 11 (10.48%) Junior
10 10 (9.52%) Graduate
10 10 (9.52%) Graduate Software Engineer
10 10 (9.52%) Senior C# Software Engineer
11 9 (8.57%) Graduate Java Engineer
11 9 (8.57%) Graduate Java Software Engineer
11 9 (8.57%) Junior C# Software Engineer
11 9 (8.57%) Junior Java Software Engineer
11 9 (8.57%) Junior Software Engineer
Libraries, Frameworks & Software Standards
1 45 (42.86%) HTML
2 37 (35.24%) .NET
2 37 (35.24%) AngularJS
3 35 (33.33%) CSS
4 27 (25.71%) SOAP
4 27 (25.71%) WPF
5 26 (24.76%) Swing
6 23 (21.90%) JSON
7 16 (15.24%) jQuery
8 15 (14.29%) React
9 14 (13.33%) Web Services
10 13 (12.38%) XML
11 12 (11.43%) Entity Framework
11 12 (11.43%) JSP
12 11 (10.48%) Hibernate
13 9 (8.57%) Apache OpenJPA
13 9 (8.57%) JPA
13 9 (8.57%) Servlets
14 6 (5.71%) OAuth
15 5 (4.76%) .NET Framework
Miscellaneous
1 26 (24.76%) Robotics
2 9 (8.57%) Fintech
3 2 (1.90%) Analytical Skills
3 2 (1.90%) Computer Science
3 2 (1.90%) e-Learning
3 2 (1.90%) Mobile App
3 2 (1.90%) User Experience
4 1 (0.95%) Analytical Mindset
4 1 (0.95%) Client/Server
4 1 (0.95%) Data Structures
4 1 (0.95%) Device Driver
4 1 (0.95%) Field-Programmable Gate Array
4 1 (0.95%) Graphic Design
4 1 (0.95%) Greenfield Project
4 1 (0.95%) Linux Command Line
Operating Systems
1 26 (24.76%) Windows
2 5 (4.76%) Apple iOS
2 5 (4.76%) Linux
3 4 (3.81%) Android
4 1 (0.95%) CentOS
4 1 (0.95%) Mac OS X
4 1 (0.95%) Unix
Processes & Methodologies
1 58 (55.24%) Software Engineering
2 39 (37.14%) SOA
3 34 (32.38%) Agile Software Development
4 28 (26.67%) Innovative Thinking
5 26 (24.76%) Software Testing
5 26 (24.76%) Storage Management
5 26 (24.76%) Visualisation
6 20 (19.05%) OO
7 15 (14.29%) Continuous Integration
7 15 (14.29%) Microservices
8 13 (12.38%) Scrum
8 13 (12.38%) Unit Testing
9 11 (10.48%) OOD
10 8 (7.62%) SDLC
10 8 (7.62%) TDD
10 8 (7.62%) Test Automation
11 7 (6.67%) DevOps
11 7 (6.67%) Kanban
11 7 (6.67%) Web Development
12 6 (5.71%) MVC
Programming Languages
1 60 (57.14%) Java
2 57 (54.29%) JavaScript
3 56 (53.33%) C#
4 32 (30.48%) SQL
5 29 (27.62%) C++
6 8 (7.62%) Python
7 6 (5.71%) ES6
8 5 (4.76%) ES7
9 3 (2.86%) Java 8
9 3 (2.86%) Java 9
10 2 (1.90%) PHP
10 2 (1.90%) Ruby
10 2 (1.90%) TypeScript
11 1 (0.95%) Bash Shell
11 1 (0.95%) Groovy
11 1 (0.95%) Perl
11 1 (0.95%) PowerShell
11 1 (0.95%) Shell Script
11 1 (0.95%) VB.NET
11 1 (0.95%) VBScript
Qualifications
1 29 (27.62%) Degree
2 26 (24.76%) Numerate Degree
System Software
1 15 (14.29%) Docker
Systems Management
1 6 (5.71%) Opscode Chef
1 6 (5.71%) Puppet
2 5 (4.76%) Ansible
3 4 (3.81%) Kubernetes
3 4 (3.81%) Salt
4 2 (1.90%) Terraform
5 1 (0.95%) Consul
Vendors
1 2 (1.90%) Atlassian
1 2 (1.90%) Oracle
1 2 (1.90%) Xamarin
2 1 (0.95%) Facebook
2 1 (0.95%) Microsoft
2 1 (0.95%) New Relic
2 1 (0.95%) Twitter