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 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

RESTful
Scotland / Edinburgh
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 50 70 61
Rank change year-on-year +20 -9  
Permanent jobs citing RESTful 41 30 42
As % of all permanent IT jobs advertised in Edinburgh 3.66% 2.24% 3.11%
As % of the Libraries, Frameworks & Software Standards category 8.69% 7.61% 8.47%
Number of salaries quoted 33 24 28
Median salary £47,500 £45,000 £40,000
Median salary % change year-on-year +5.55% +12.50%  
90% offered a salary of more than £35,000 £41,500 £37,500
10% offered a salary of more than £54,000 £50,000 £46,500
UK excluding London median salary £42,500 £45,000 £40,000
% change year-on-year -5.55% +12.50%  

RESTful is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
Edinburgh
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 472 394 496
As % of all permanent IT job vacancies advertised in Edinburgh 42.11% 29.42% 36.71%
Number of salaries quoted 303 283 333
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25%  
90% offered a salary of more than £34,858 £30,000 £30,000
10% offered a salary of more than £55,500 £52,500 £52,500
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

RESTful
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing RESTful as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

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 3 months to 28 March 2017.

Salary histogram for RESTful in Edinburgh

For the 6 months to 28 March 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 58 (73.42%) Agile Software Development
2 48 (60.76%) JavaScript
3 42 (53.16%) .NET
4 38 (48.10%) C#
4 38 (48.10%) MVC
4 38 (48.10%) Git (software)
5 37 (46.84%) TDD
5 37 (46.84%) BDD
6 35 (44.30%) SQL Server
6 35 (44.30%) Web Services
7 34 (43.04%) ASP.NET
7 34 (43.04%) Node.js
8 33 (41.77%) ASP.NET MVC
9 32 (40.51%) NoSQL
10 31 (39.24%) ASP.NET MVC 5
11 30 (37.97%) Ruby
12 29 (36.71%) .NET Framework
12 29 (36.71%) Entity Framework
13 28 (35.44%) Web Application Development
13 28 (35.44%) ASP.NET Web API
14 26 (32.91%) Code First Entity Framework
14 26 (32.91%) WCF
15 25 (31.65%) AngularJS
16 24 (30.38%) CSS
16 24 (30.38%) HTML
17 20 (25.32%) Java
18 19 (24.05%) React
19 18 (22.78%) JSON
20 16 (20.25%) Finance
21 15 (18.99%) Spring

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 (16.46%) JBoss
2 8 (10.13%) Alfresco
2 8 (10.13%) WebLogic
2 8 (10.13%) WebSphere
2 8 (10.13%) WebSphere Application Server
3 4 (5.06%) Tomcat
4 3 (3.80%) Apache
5 2 (2.53%) CMS
5 2 (2.53%) Oracle SOA Suite
6 1 (1.27%) Elasticsearch
6 1 (1.27%) IIS
6 1 (1.27%) Oracle Workflow
Business Applications
1 2 (2.53%) Cognos Business Intelligence
1 2 (2.53%) Oracle Applications
1 2 (2.53%) Oracle EBS
2 1 (1.27%) HFM
2 1 (1.27%) Oracle Assets
2 1 (1.27%) Oracle Cash Management
2 1 (1.27%) Oracle EBS R12
2 1 (1.27%) Oracle E-Business Tax
2 1 (1.27%) Oracle Payables
2 1 (1.27%) Oracle Receivables
Cloud Services
1 6 (7.59%) Microsoft Azure
1 6 (7.59%) SaaS
2 1 (1.27%) Amazon AWS
2 1 (1.27%) Cloud Computing
2 1 (1.27%) GitHub
2 1 (1.27%) Slack
Database & Business Intelligence
1 35 (44.30%) SQL Server
2 32 (40.51%) NoSQL
3 14 (17.72%) SQL Server 2016
4 12 (15.19%) SQL Server 2014
5 5 (6.33%) MySQL
6 4 (5.06%) PostgreSQL
7 2 (2.53%) Oracle Database
7 2 (2.53%) Oracle Database 11g
8 1 (1.27%) MongoDB
8 1 (1.27%) Oracle BI EE
8 1 (1.27%) Oracle Database 12c
8 1 (1.27%) Oracle Discoverer
8 1 (1.27%) Relational Database
Development Applications
1 38 (48.10%) Git (software)
2 15 (18.99%) Jenkins
3 13 (16.46%) Selenium
4 10 (12.66%) Maven
5 8 (10.13%) Artifactory
6 7 (8.86%) Mocha
7 5 (6.33%) Karma Test Runner
7 5 (6.33%) webpack
8 3 (3.80%) JUnit
9 2 (2.53%) Babel
9 2 (2.53%) HttpUnit
9 2 (2.53%) JMeter
9 2 (2.53%) Oracle APEX
9 2 (2.53%) Subversion
9 2 (2.53%) Visual Studio
10 1 (1.27%) Ant
10 1 (1.27%) Eclipse
10 1 (1.27%) gulp
10 1 (1.27%) Travis CI
General
1 16 (20.25%) Finance
2 13 (16.46%) Games
3 8 (10.13%) Marketing
4 2 (2.53%) Retail
5 1 (1.27%) Banking
5 1 (1.27%) General Ledger
5 1 (1.27%) Telecoms
Job Titles
1 63 (79.75%) Developer
2 29 (36.71%) .NET Developer
3 14 (17.72%) C# Developer
4 13 (16.46%) Applications Developer
4 13 (16.46%) Software Engineer
5 12 (15.19%) Java Developer
6 11 (13.92%) Web Developer
7 9 (11.39%) Senior Software Engineer
8 8 (10.13%) .NET Software Developer
8 8 (10.13%) C# .NET Developer
8 8 (10.13%) Open Source Developer
8 8 (10.13%) Python Developer
8 8 (10.13%) Python Web Developer
8 8 (10.13%) Web Applications Developer
9 7 (8.86%) ASP.NET Developer
9 7 (8.86%) ASP.NET MVC Developer
9 7 (8.86%) C# ASP.NET Developer
10 6 (7.59%) JavaScript Engineer
11 5 (6.33%) Angular Developer
11 5 (6.33%) C# Application Developer
Libraries, Frameworks & Software Standards
1 42 (53.16%) .NET
2 35 (44.30%) Web Services
3 34 (43.04%) ASP.NET
3 34 (43.04%) Node.js
4 33 (41.77%) ASP.NET MVC
5 31 (39.24%) ASP.NET MVC 5
6 29 (36.71%) .NET Framework
6 29 (36.71%) Entity Framework
7 28 (35.44%) ASP.NET Web API
8 26 (32.91%) Code First Entity Framework
8 26 (32.91%) WCF
9 25 (31.65%) AngularJS
10 24 (30.38%) CSS
10 24 (30.38%) HTML
11 19 (24.05%) React
12 18 (22.78%) JSON
13 15 (18.99%) Spring
14 13 (16.46%) HTML5
15 12 (15.19%) KnockoutJS
15 12 (15.19%) Twitter Bootstrap
Miscellaneous
1 9 (11.39%) Enterprise Software
2 3 (3.80%) Computer Science
2 3 (3.80%) Mobile App
3 2 (2.53%) Fintech
3 2 (2.53%) W3C
4 1 (1.27%) User Experience
Operating Systems
1 13 (16.46%) Linux
2 3 (3.80%) Android
2 3 (3.80%) Apple iOS
2 3 (3.80%) Windows
3 1 (1.27%) Red Hat Enterprise Linux
3 1 (1.27%) Solaris
3 1 (1.27%) Unix
3 1 (1.27%) Windows Server
Processes & Methodologies
1 58 (73.42%) Agile Software Development
2 38 (48.10%) MVC
3 37 (46.84%) BDD
3 37 (46.84%) TDD
4 28 (35.44%) Web Application Development
5 14 (17.72%) Software Engineering
6 13 (16.46%) SOA
7 12 (15.19%) Scrum
7 12 (15.19%) Web Development
8 11 (13.92%) Continuous Integration
8 11 (13.92%) Open Source
9 8 (10.13%) Document Management
9 8 (10.13%) Infrastructure Management
9 8 (10.13%) Open Source Development
10 6 (7.59%) OO
11 3 (3.80%) Coaching
11 3 (3.80%) High Availability
11 3 (3.80%) Mentoring
12 2 (2.53%) Responsive Web Design
12 2 (2.53%) Test Automation
Programming Languages
1 48 (60.76%) JavaScript
2 38 (48.10%) C#
3 30 (37.97%) Ruby
4 20 (25.32%) Java
5 13 (16.46%) SQL
6 8 (10.13%) Python
7 6 (7.59%) PHP
8 2 (2.53%) ES6
8 2 (2.53%) Perl
8 2 (2.53%) PL/SQL
8 2 (2.53%) Shell Script
9 1 (1.27%) Bash Shell
9 1 (1.27%) Delphi
9 1 (1.27%) TypeScript
Qualifications
1 8 (10.13%) Security Cleared
2 5 (6.33%) Degree
System Software
1 2 (2.53%) Docker
Systems Management
1 2 (2.53%) Opscode Chef
1 2 (2.53%) Puppet
2 1 (1.27%) Ansible
Vendors
1 6 (7.59%) Oracle
2 2 (2.53%) Alterian
2 2 (2.53%) Cognos
2 2 (2.53%) Microsoft
2 2 (2.53%) Xamarin
3 1 (1.27%) Hyperion
3 1 (1.27%) Red Hat
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