Period
to 16 January 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 16 January 2018 with a comparison to the same period in the previous 2 years.

RESTful
Scotland > Edinburgh
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 58 71 71
Rank change year-on-year +13 0 +45
Permanent jobs citing RESTful 105 66 85
As % of all permanent IT jobs advertised in Edinburgh 4.03% 3.04% 3.07%
As % of the Libraries, Frameworks & Software Standards category 10.79% 8.19% 10.08%
Number of salaries quoted 75 30 81
Edinburgh median annual salary £37,500 £47,500 £45,000
Median salary % change year-on-year -21.05% +5.56% +12.50%
10th Percentile £28,000 £38,750 £40,000
90th Percentile £55,000 £55,950 £68,750
Scotland median annual salary £45,000 £45,000 £45,000

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 973 806 843
As % of all permanent IT jobs advertised in Edinburgh 37.35% 37.07% 30.41%
Number of salaries quoted 637 558 572
Edinburgh median annual salary £40,000 £42,500 £42,500
Median salary % change year-on-year -5.88% - +6.25%
10th Percentile £28,000 £27,500 £27,500
90th Percentile £65,000 £60,000 £58,475
Scotland median annual salary £42,500 £40,500 £40,000
% change year-on-year +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 16 January 2018.

Salary histogram for RESTful in Edinburgh

For the 6 months to 16 January 2018, 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 62 (59.05%) C#
2 61 (58.10%) Java
3 57 (54.29%) .NET
4 55 (52.38%) Git (software)
5 50 (47.62%) Agile Software Development
6 44 (41.90%) Web Services
7 43 (40.95%) Software Engineering
8 42 (40.00%) SQL
9 39 (37.14%) SOAP
10 38 (36.19%) MVC
11 32 (30.48%) Windows
12 29 (27.62%) SQL Server
13 28 (26.67%) Degree
14 26 (24.76%) Big Data
14 26 (24.76%) Swing
14 26 (24.76%) ASP.NET
14 26 (24.76%) TDD
14 26 (24.76%) Software Testing
14 26 (24.76%) GIS
14 26 (24.76%) Numerate Degree
14 26 (24.76%) Innovative Thinking
15 25 (23.81%) Spring
15 25 (23.81%) JavaScript
16 24 (22.86%) SOA
16 24 (22.86%) Mentoring
16 24 (22.86%) WPF
17 23 (21.90%) C++
18 22 (20.95%) ASP.NET MVC
19 21 (20.00%) Visualisation
19 21 (20.00%) Robotics

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 11 (10.48%) JBoss
2 9 (8.57%) Tomcat
3 3 (2.86%) Apache
3 3 (2.86%) Confluence
3 3 (2.86%) Oracle SOA Suite
4 1 (0.95%) Adobe Experience Manager
4 1 (0.95%) CMS
4 1 (0.95%) IIS
Cloud Services
1 10 (9.52%) Microsoft Azure
2 8 (7.62%) Amazon AWS
3 7 (6.67%) SaaS
4 5 (4.76%) IaaS
5 4 (3.81%) Amazon EC2
6 3 (2.86%) npm
6 3 (2.86%) Slack
7 1 (0.95%) Cloud Computing
7 1 (0.95%) PaaS
Communications & Networking
1 7 (6.67%) SSH
1 7 (6.67%) SSL
2 2 (1.90%) SMS
3 1 (0.95%) Firewall
3 1 (0.95%) LDAP
3 1 (0.95%) TCP/IP
Database & Business Intelligence
1 29 (27.62%) SQL Server
2 26 (24.76%) Big Data
2 26 (24.76%) GIS
3 16 (15.24%) SQL Server 2016
4 15 (14.29%) NoSQL
5 3 (2.86%) MySQL
5 3 (2.86%) Oracle Database
5 3 (2.86%) PostgreSQL
6 2 (1.90%) MongoDB
7 1 (0.95%) Amazon DynamoDB
7 1 (0.95%) Cosmos DB
7 1 (0.95%) RDBMS
7 1 (0.95%) Relational Database
7 1 (0.95%) SQL Server 2014
Development Applications
1 55 (52.38%) Git (software)
2 21 (20.00%) NetBeans
2 21 (20.00%) Visual Studio
3 13 (12.38%) Maven
4 12 (11.43%) Jenkins
5 9 (8.57%) GitLab
6 7 (6.67%) Cucumber
6 7 (6.67%) Mocha
6 7 (6.67%) TeamCity
7 5 (4.76%) Karma Test Runner
7 5 (4.76%) Selenium
8 3 (2.86%) Artifactory
8 3 (2.86%) JIRA
8 3 (2.86%) JUnit
8 3 (2.86%) Log4j
9 2 (1.90%) Ant
9 2 (1.90%) Gradle
9 2 (1.90%) NUnit
9 2 (1.90%) Rhino Mocks
10 1 (0.95%) Subversion
General
1 16 (15.24%) Finance
2 15 (14.29%) Marketing
3 12 (11.43%) Banking
4 7 (6.67%) Advertising
4 7 (6.67%) Retail Banking
5 5 (4.76%) Military
6 2 (1.90%) Electronics
6 2 (1.90%) Manufacturing
6 2 (1.90%) Retail
6 2 (1.90%) Telecoms
7 1 (0.95%) Games
7 1 (0.95%) Multimedia
7 1 (0.95%) Publishing
Job Titles
1 56 (53.33%) Developer
2 31 (29.52%) Software Engineer
3 22 (20.95%) Java Engineer
3 22 (20.95%) Java Software Engineer
4 21 (20.00%) C# Software Engineer
5 20 (19.05%) .NET Developer
6 17 (16.19%) Senior Developer
7 15 (14.29%) Java Developer
8 14 (13.33%) C# Developer
9 10 (9.52%) Lead Developer
9 10 (9.52%) Lead Java Developer
10 7 (6.67%) C# .NET Developer
11 6 (5.71%) .NET Software Developer
12 5 (4.76%) Development Manager
12 5 (4.76%) JavaScript Developer
12 5 (4.76%) Senior Java Developer
12 5 (4.76%) Software Developer
13 4 (3.81%) ASP.NET Developer
13 4 (3.81%) Consultant
13 4 (3.81%) Senior Consultant
Libraries, Frameworks & Software Standards
1 57 (54.29%) .NET
2 44 (41.90%) Web Services
3 39 (37.14%) SOAP
4 26 (24.76%) ASP.NET
4 26 (24.76%) Swing
5 25 (23.81%) Spring
6 24 (22.86%) WPF
7 22 (20.95%) ASP.NET MVC
8 20 (19.05%) ASP.NET MVC 5
9 18 (17.14%) ASP.NET Web API
9 18 (17.14%) HTML
10 17 (16.19%) AngularJS
10 17 (16.19%) React
11 14 (13.33%) CSS
12 13 (12.38%) Node.js
13 12 (11.43%) JSP
14 11 (10.48%) JSON
15 10 (9.52%) Entity Framework
15 10 (9.52%) Hibernate
15 10 (9.52%) HTML5
Miscellaneous
1 21 (20.00%) Robotics
2 15 (14.29%) Mobile App
3 4 (3.81%) Enterprise Software
4 2 (1.90%) Greenfield Project
4 2 (1.90%) User Experience
5 1 (0.95%) Computer Science
5 1 (0.95%) Device Driver
5 1 (0.95%) EPoS
5 1 (0.95%) Field-Programmable Gate Array
5 1 (0.95%) iSeries
5 1 (0.95%) NHS
5 1 (0.95%) PKI
Operating Systems
1 32 (30.48%) Windows
2 15 (14.29%) Unix
3 10 (9.52%) Apple iOS
4 7 (6.67%) Linux
5 6 (5.71%) Android
5 6 (5.71%) Mac OS
6 1 (0.95%) Red Hat Enterprise Linux
Processes & Methodologies
1 50 (47.62%) Agile Software Development
2 43 (40.95%) Software Engineering
3 38 (36.19%) MVC
4 26 (24.76%) Innovative Thinking
4 26 (24.76%) Software Testing
4 26 (24.76%) TDD
5 24 (22.86%) Mentoring
5 24 (22.86%) SOA
6 21 (20.00%) Continuous Integration
6 21 (20.00%) Visualisation
7 16 (15.24%) BDD
8 15 (14.29%) Web Application Development
9 12 (11.43%) Coaching
10 11 (10.48%) DevOps
10 11 (10.48%) Scrum
11 10 (9.52%) Test Automation
12 9 (8.57%) OO
13 7 (6.67%) Infrastructure Management
13 7 (6.67%) Pair Programming
14 6 (5.71%) Mobile Application Development
Programming Languages
1 62 (59.05%) C#
2 61 (58.10%) Java
3 42 (40.00%) SQL
4 25 (23.81%) JavaScript
5 23 (21.90%) C++
6 7 (6.67%) Ruby
7 6 (5.71%) TypeScript
8 5 (4.76%) Python
9 3 (2.86%) Apple Swift
9 3 (2.86%) Bash Shell
9 3 (2.86%) PHP
9 3 (2.86%) PL/SQL
9 3 (2.86%) XAML
10 2 (1.90%) Objective-C
11 1 (0.95%) C
11 1 (0.95%) ES6
11 1 (0.95%) Perl
11 1 (0.95%) PowerShell
Qualifications
1 28 (26.67%) Degree
2 26 (24.76%) Numerate Degree
3 4 (3.81%) Security Cleared
Quality Assurance & Compliance
1 4 (3.81%) QA
System Software
1 6 (5.71%) Docker
Systems Management
1 4 (3.81%) Rancher
2 2 (1.90%) Business Desktop Deployment
3 1 (0.95%) Kubernetes
3 1 (0.95%) Puppet
Vendors
1 8 (7.62%) Oracle
2 6 (5.71%) Facebook
3 4 (3.81%) Xamarin
4 2 (1.90%) SAP
5 1 (0.95%) Adobe
5 1 (0.95%) Apple
5 1 (0.95%) IBM
5 1 (0.95%) KANA
5 1 (0.95%) Microsoft
5 1 (0.95%) PayPal
5 1 (0.95%) Red Hat