The table below looks at the statistics for RESTful skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited RESTful over the 3 months to 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
RESTful
UK / Scotland
Rank 75 71 107
Rank change year-on-year
-4 +36
Permanent jobs citing RESTful 57 90 50
As % of all permanent IT jobs located in Scotland 2.53% 3.03% 1.67%
As % of the Libraries, Frameworks & Software Standards category 6.55% 8.36% 4.33%
Number of salaries quoted 41 51 44
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £27,000 £40,000 £37,500
10% offered a salary of more than £52,000 £70,000 £50,000
UK excluding London median salary £42,500 £45,000 £42,500
% change year-on-year
-5.55% +5.88%

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the Scotland region.

Libraries, Frameworks & Software Standards Category
Scotland
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
870 1077 1156
As % of all permanent IT jobs located in Scotland 38.62% 36.31% 38.71%
Number of salaries quoted 544 691 844
Median salary £42,500 £42,000 £40,000
Median salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £32,500 £31,500 £28,500
10% offered a salary of more than £59,600 £55,000 £55,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

RESTful
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing RESTful as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

RESTful Jobs Demand Trend in Scotland

RESTful
Salary Trend in Scotland

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

RESTful Salary Trend in Scotland

RESTful
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing RESTful across the Scotland region over the 3 months to 19 January 2017.

RESTful Salary Histogram in Scotland

RESTful
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing RESTful within the Scotland region over the 3 months to 19 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -2 41 £47,500 +5.55% 5
Glasgow -10 8 £45,000 -
Dundee +18 6 £27,000 -
Aberdeen +4 1 £35,000 -22.22%
RESTful
UK

RESTful
Top 30 Related IT Skills in Scotland

For the 6 months to 19 January 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 Scotland region with a requirement for RESTful.

1 60 (61.22%) Agile Software Development
2 56 (57.14%) JavaScript
3 48 (48.98%) Web Services
3 48 (48.98%) Git (software)
4 40 (40.82%) CSS
4 40 (40.82%) HTML
5 39 (39.80%) Java
6 34 (34.69%) MVC
7 31 (31.63%) Finance
7 31 (31.63%) JSON
7 31 (31.63%) AngularJS
8 28 (28.57%) .NET
9 27 (27.55%) HTML5
9 27 (27.55%) BDD
10 26 (26.53%) C#
11 24 (24.49%) TDD
12 23 (23.47%) Spring
12 23 (23.47%) SQL
13 22 (22.45%) React
14 21 (21.43%) ASP.NET
14 21 (21.43%) Python
14 21 (21.43%) Web Development
15 19 (19.39%) SOA
15 19 (19.39%) XML
15 19 (19.39%) Jenkins
16 18 (18.37%) ASP.NET MVC
16 18 (18.37%) NoSQL
16 18 (18.37%) Node.js
16 18 (18.37%) SQL Server
16 18 (18.37%) Scrum

RESTful
Top Related IT Skills in Scotland 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 16 (16.33%) JBoss
2 11 (11.22%) Alfresco
3 9 (9.18%) WebSphere
4 8 (8.16%) WebLogic
4 8 (8.16%) WebSphere Application Server
5 7 (7.14%) Oracle SOA Suite
6 6 (6.12%) Oracle Workflow
7 3 (3.06%) Tomcat
8 1 (1.02%) CMS
8 1 (1.02%) Elasticsearch
Applications
1 1 (1.02%) MS Excel
Business Applications
1 7 (7.14%) Cognos Business Intelligence
1 7 (7.14%) Oracle Applications
1 7 (7.14%) Oracle EBS
2 6 (6.12%) HFM
2 6 (6.12%) Oracle Assets
2 6 (6.12%) Oracle Cash Management
2 6 (6.12%) Oracle EBS R12
2 6 (6.12%) Oracle E-Business Tax
2 6 (6.12%) Oracle Payables
2 6 (6.12%) Oracle Receivables
Cloud Services
1 6 (6.12%) Microsoft Azure
2 5 (5.10%) SaaS
3 3 (3.06%) Amazon EC2
4 1 (1.02%) Amazon AWS
4 1 (1.02%) Cloud Computing
4 1 (1.02%) GitHub
4 1 (1.02%) Slack
Communications & Networking
1 1 (1.02%) HTTP
Database & Business Intelligence
1 18 (18.37%) NoSQL
1 18 (18.37%) SQL Server
2 11 (11.22%) SQL Server 2014
3 7 (7.14%) Oracle Database
3 7 (7.14%) Oracle Database 11g
4 6 (6.12%) MySQL
4 6 (6.12%) Oracle BI EE
4 6 (6.12%) Oracle Discoverer
5 3 (3.06%) MongoDB
5 3 (3.06%) Relational Database
6 2 (2.04%) Big Data
6 2 (2.04%) Data Lake
6 2 (2.04%) DB2
6 2 (2.04%) Hadoop
6 2 (2.04%) KDB
6 2 (2.04%) Kdb+
6 2 (2.04%) PostgreSQL
7 1 (1.02%) Oracle Database 12c
Development Applications
1 48 (48.98%) Git (software)
2 19 (19.39%) Jenkins
3 16 (16.33%) Selenium
4 14 (14.29%) Maven
5 11 (11.22%) Artifactory
6 7 (7.14%) Oracle APEX
7 6 (6.12%) Mocha
8 5 (5.10%) webpack
9 4 (4.08%) Karma Test Runner
9 4 (4.08%) Visual Studio
10 2 (2.04%) Babel
10 2 (2.04%) Subversion
11 1 (1.02%) Atlassian Bamboo
11 1 (1.02%) Cucumber
11 1 (1.02%) Eclipse
11 1 (1.02%) Jasmine
11 1 (1.02%) JUnit
11 1 (1.02%) Mockito
11 1 (1.02%) NetBeans
11 1 (1.02%) Travis CI
General
1 31 (31.63%) Finance
2 17 (17.35%) Games
3 10 (10.20%) Banking
4 8 (8.16%) Telecoms
5 6 (6.12%) Automotive
5 6 (6.12%) General Ledger
6 2 (2.04%) Retail
Job Titles
1 82 (83.67%) Developer
2 23 (23.47%) Java Developer
3 15 (15.31%) Web Developer
4 14 (14.29%) .NET Developer
4 14 (14.29%) Applications Developer
4 14 (14.29%) Software Engineer
5 11 (11.22%) Open Source Developer
6 10 (10.20%) JavaScript Developer
7 9 (9.18%) Angular Developer
7 9 (9.18%) C# Developer
7 9 (9.18%) Python Developer
7 9 (9.18%) Python Web Developer
7 9 (9.18%) Senior Developer
7 9 (9.18%) Web Applications Developer
8 6 (6.12%) Development Engineer
8 6 (6.12%) JavaScript Engineer
8 6 (6.12%) Mobile Software Engineer
8 6 (6.12%) Oracle Developer
8 6 (6.12%) Senior Software Engineer
8 6 (6.12%) Software Development Engineer
Libraries, Frameworks & Software Standards
1 48 (48.98%) Web Services
2 40 (40.82%) CSS
2 40 (40.82%) HTML
3 31 (31.63%) AngularJS
3 31 (31.63%) JSON
4 28 (28.57%) .NET
5 27 (27.55%) HTML5
6 23 (23.47%) Spring
7 22 (22.45%) React
8 21 (21.43%) ASP.NET
9 19 (19.39%) XML
10 18 (18.37%) ASP.NET MVC
10 18 (18.37%) Node.js
11 17 (17.35%) CSS3
12 16 (16.33%) jQuery
13 15 (15.31%) ASP.NET MVC 5
14 14 (14.29%) Hibernate
14 14 (14.29%) WCF
15 13 (13.27%) LESS
15 13 (13.27%) Twitter Bootstrap
Miscellaneous
1 9 (9.18%) Computer Science
2 5 (5.10%) Mobile App
2 5 (5.10%) User Experience
3 3 (3.06%) Analytical Skills
3 3 (3.06%) Enterprise Software
4 2 (2.04%) Inversion of Control
5 1 (1.02%) Algorithms
5 1 (1.02%) Biometrics
5 1 (1.02%) Data Structures
5 1 (1.02%) iPad
5 1 (1.02%) iPhone
Operating Systems
1 16 (16.33%) Linux
2 9 (9.18%) Apple iOS
3 8 (8.16%) Android
4 4 (4.08%) Unix
5 2 (2.04%) Windows
6 1 (1.02%) Windows Mobile
Processes & Methodologies
1 60 (61.22%) Agile Software Development
2 34 (34.69%) MVC
3 27 (27.55%) BDD
4 24 (24.49%) TDD
5 21 (21.43%) Web Development
6 19 (19.39%) SOA
7 18 (18.37%) Scrum
8 17 (17.35%) Software Engineering
9 14 (14.29%) Continuous Integration
10 12 (12.24%) Open Source
10 12 (12.24%) Web Application Development
11 11 (11.22%) Document Management
11 11 (11.22%) Infrastructure Management
11 11 (11.22%) OO
11 11 (11.22%) Open Source Development
12 8 (8.16%) Business Intelligence
12 8 (8.16%) Continuous Improvement
12 8 (8.16%) Front End Development
12 8 (8.16%) Unit Testing
13 7 (7.14%) Mobile Development
Programming Languages
1 56 (57.14%) JavaScript
2 39 (39.80%) Java
3 26 (26.53%) C#
4 23 (23.47%) SQL
5 21 (21.43%) Python
6 15 (15.31%) Ruby
7 9 (9.18%) Shell Script
8 8 (8.16%) Objective-C
9 7 (7.14%) C++
9 7 (7.14%) Lua
9 7 (7.14%) PL/SQL
10 3 (3.06%) PHP
11 2 (2.04%) ES6
11 2 (2.04%) Perl
12 1 (1.02%) Apple Swift
12 1 (1.02%) Delphi
12 1 (1.02%) PHP 5
12 1 (1.02%) XAML
Qualifications
1 10 (10.20%) Degree
2 8 (8.16%) Security Cleared
Quality Assurance & Compliance
1 3 (3.06%) QA
System Software
1 4 (4.08%) Docker
Systems Management
1 3 (3.06%) Opscode Chef
2 1 (1.02%) Puppet
Vendors
1 12 (12.24%) Oracle
2 7 (7.14%) Cognos
2 7 (7.14%) Perforce
3 6 (6.12%) Hyperion
4 4 (4.08%) Xamarin
5 3 (3.06%) Microsoft
6 2 (2.04%) Sybase
7 1 (1.02%) Adobe
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