Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

RESTful
Scotland > Edinburgh
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 51 89 65
Rank change year-on-year +38 -24 +42
Permanent jobs citing RESTful 118 49 109
As % of all permanent IT jobs advertised in Edinburgh 4.36% 2.14% 3.56%
As % of the Libraries, Frameworks & Software Standards category 11.98% 6.55% 11.16%
Number of salaries quoted 82 16 101
Edinburgh median annual salary £35,000 £45,000 £45,000
Median salary % change year-on-year -22.22% - +12.50%
10th Percentile £26,000 £38,750 £37,500
90th Percentile £55,000 £57,750 £55,000
Scotland median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% +12.50%

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 985 748 977
As % of all permanent IT jobs advertised in Edinburgh 36.40% 32.72% 31.92%
Number of salaries quoted 635 531 648
Edinburgh median annual salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25% -
10th Percentile £28,000 £27,500 £26,250
90th Percentile £65,000 £59,750 £57,500
Scotland median annual salary £42,500 £40,000 £40,000
% change year-on-year +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 20 November 2017.

Salary histogram for RESTful in Edinburgh

For the 6 months to 20 November 2017, IT jobs citing RESTful 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 RESTful.

1 76 (64.41%) Java
2 65 (55.08%) .NET
2 65 (55.08%) Git (software)
3 62 (52.54%) C#
4 57 (48.31%) Web Services
5 55 (46.61%) Agile Software Development
6 50 (42.37%) Software Engineering
6 50 (42.37%) SOAP
7 46 (38.98%) SQL
8 43 (36.44%) MVC
9 37 (31.36%) Spring
10 35 (29.66%) Windows
11 33 (27.97%) Mentoring
12 31 (26.27%) Degree
13 30 (25.42%) SQL Server
14 29 (24.58%) JavaScript
14 29 (24.58%) Swing
14 29 (24.58%) GIS
14 29 (24.58%) Software Testing
14 29 (24.58%) Big Data
14 29 (24.58%) Numerate Degree
14 29 (24.58%) Innovative Thinking
15 26 (22.03%) Unix
16 25 (21.19%) ASP.NET
16 25 (21.19%) AngularJS
17 23 (19.49%) HTML
17 23 (19.49%) Maven
17 23 (19.49%) TDD
18 21 (17.80%) NoSQL
18 21 (17.80%) ASP.NET MVC

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 17 (14.41%) JBoss
2 9 (7.63%) Tomcat
3 5 (4.24%) Apache
4 3 (2.54%) CMS
4 3 (2.54%) Confluence
4 3 (2.54%) Oracle SOA Suite
5 1 (0.85%) Adobe Experience Manager
5 1 (0.85%) Elasticsearch
5 1 (0.85%) IIS
5 1 (0.85%) WebSphere
5 1 (0.85%) WebSphere Application Server
Cloud Services
1 12 (10.17%) Microsoft Azure
2 9 (7.63%) SaaS
3 5 (4.24%) Amazon AWS
4 4 (3.39%) IaaS
4 4 (3.39%) npm
5 3 (2.54%) Amazon EC2
5 3 (2.54%) Slack
6 1 (0.85%) OpenShift
6 1 (0.85%) PaaS
Communications & Networking
1 14 (11.86%) SSH
1 14 (11.86%) SSL
2 3 (2.54%) SMS
3 1 (0.85%) Firewall
3 1 (0.85%) HTTP
3 1 (0.85%) LDAP
3 1 (0.85%) TCP/IP
Database & Business Intelligence
1 30 (25.42%) SQL Server
2 29 (24.58%) Big Data
2 29 (24.58%) GIS
3 21 (17.80%) NoSQL
4 11 (9.32%) SQL Server 2016
5 4 (3.39%) MongoDB
5 4 (3.39%) MySQL
6 3 (2.54%) Oracle Database
6 3 (2.54%) PostgreSQL
7 1 (0.85%) RDBMS
7 1 (0.85%) Relational Database
Development Applications
1 65 (55.08%) Git (software)
2 23 (19.49%) Maven
3 17 (14.41%) GitLab
4 16 (13.56%) NetBeans
4 16 (13.56%) Visual Studio
5 12 (10.17%) Jenkins
6 9 (7.63%) Mocha
7 8 (6.78%) Karma Test Runner
7 8 (6.78%) TeamCity
8 7 (5.93%) NUnit
8 7 (5.93%) Rhino Mocks
9 6 (5.08%) Cucumber
9 6 (5.08%) Selenium
10 5 (4.24%) JUnit
11 4 (3.39%) Ant
12 3 (2.54%) Artifactory
12 3 (2.54%) Gradle
12 3 (2.54%) JIRA
12 3 (2.54%) Log4j
12 3 (2.54%) Subversion
General
1 14 (11.86%) Finance
2 13 (11.02%) Military
3 10 (8.47%) Banking
3 10 (8.47%) Marketing
3 10 (8.47%) Retail Banking
4 2 (1.69%) Electronics
4 2 (1.69%) Manufacturing
4 2 (1.69%) Telecoms
5 1 (0.85%) Advertising
5 1 (0.85%) Games
5 1 (0.85%) Publishing
5 1 (0.85%) Retail
Job Titles
1 61 (51.69%) Developer
2 33 (27.97%) Software Engineer
3 19 (16.10%) .NET Developer
3 19 (16.10%) Java Developer
4 18 (15.25%) Senior Developer
5 17 (14.41%) C# Developer
5 17 (14.41%) Java Engineer
5 17 (14.41%) Java Software Engineer
6 16 (13.56%) C# Software Engineer
7 12 (10.17%) Lead Developer
7 12 (10.17%) Lead Java Developer
8 10 (8.47%) .NET Software Developer
8 10 (8.47%) Java Team Leader
8 10 (8.47%) Team Leader
9 9 (7.63%) Software Developer
10 8 (6.78%) C# .NET Developer
11 7 (5.93%) Senior Java Developer
12 5 (4.24%) ASP.NET Developer
12 5 (4.24%) C# ASP.NET Developer
12 5 (4.24%) Development Manager
Libraries, Frameworks & Software Standards
1 65 (55.08%) .NET
2 57 (48.31%) Web Services
3 50 (42.37%) SOAP
4 37 (31.36%) Spring
5 29 (24.58%) Swing
6 25 (21.19%) AngularJS
6 25 (21.19%) ASP.NET
7 23 (19.49%) HTML
8 21 (17.80%) ASP.NET MVC
9 19 (16.10%) ASP.NET MVC 5
9 19 (16.10%) ASP.NET Web API
9 19 (16.10%) React
10 18 (15.25%) CSS
11 17 (14.41%) JSON
12 16 (13.56%) JDBC
12 16 (13.56%) WPF
13 14 (11.86%) JSP
13 14 (11.86%) Spring Security
14 13 (11.02%) Node.js
15 12 (10.17%) HTML5
Miscellaneous
1 16 (13.56%) Robotics
2 15 (12.71%) Mobile App
3 5 (4.24%) Enterprise Software
4 2 (1.69%) User Experience
5 1 (0.85%) Computer Science
5 1 (0.85%) Fintech
5 1 (0.85%) Greenfield Project
5 1 (0.85%) iSeries
5 1 (0.85%) Linux Command Line
5 1 (0.85%) NHS
5 1 (0.85%) PKI
Operating Systems
1 35 (29.66%) Windows
2 26 (22.03%) Unix
3 9 (7.63%) Linux
3 9 (7.63%) Mac OS
4 7 (5.93%) Apple iOS
5 3 (2.54%) Android
6 2 (1.69%) Solaris
7 1 (0.85%) CentOS
7 1 (0.85%) Red Hat Enterprise Linux
Processes & Methodologies
1 55 (46.61%) Agile Software Development
2 50 (42.37%) Software Engineering
3 43 (36.44%) MVC
4 33 (27.97%) Mentoring
5 29 (24.58%) Innovative Thinking
5 29 (24.58%) Software Testing
6 23 (19.49%) TDD
7 19 (16.10%) SOA
8 18 (15.25%) Continuous Integration
9 17 (14.41%) Web Application Development
10 16 (13.56%) Visualisation
11 14 (11.86%) Infrastructure Management
12 13 (11.02%) Test Automation
13 12 (10.17%) Coaching
14 11 (9.32%) BDD
15 10 (8.47%) DevOps
16 9 (7.63%) Mobile Application Development
16 9 (7.63%) Scrum
17 8 (6.78%) OO
17 8 (6.78%) Unit Testing
Programming Languages
1 76 (64.41%) Java
2 62 (52.54%) C#
3 46 (38.98%) SQL
4 29 (24.58%) JavaScript
5 17 (14.41%) C++
6 12 (10.17%) Ruby
7 6 (5.08%) PHP
8 4 (3.39%) Bash Shell
8 4 (3.39%) Python
8 4 (3.39%) TypeScript
9 3 (2.54%) Apple Swift
9 3 (2.54%) PL/SQL
10 2 (1.69%) Objective-C
10 2 (1.69%) Perl
11 1 (0.85%) ES6
11 1 (0.85%) Groovy
11 1 (0.85%) Jython
11 1 (0.85%) PowerShell
11 1 (0.85%) Shell Script
11 1 (0.85%) VBScript
Qualifications
1 31 (26.27%) Degree
2 29 (24.58%) Numerate Degree
3 11 (9.32%) Security Cleared
Quality Assurance & Compliance
1 5 (4.24%) QA
System Software
1 7 (5.93%) Docker
Systems Management
1 4 (3.39%) Rancher
2 2 (1.69%) Business Desktop Deployment
2 2 (1.69%) Kubernetes
2 2 (1.69%) Opscode Chef
3 1 (0.85%) Ansible
3 1 (0.85%) Puppet
Vendors
1 10 (8.47%) Oracle
2 2 (1.69%) Alterian
2 2 (1.69%) SAP
3 1 (0.85%) Adobe
3 1 (0.85%) Apple
3 1 (0.85%) IBM
3 1 (0.85%) KANA
3 1 (0.85%) Microsoft
3 1 (0.85%) PayPal
3 1 (0.85%) Red Hat
3 1 (0.85%) Xamarin