Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 November 2017 with a comparison to the same period in the previous 2 years.

RESTful
Scotland > Glasgow
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 61 111 74
Rank change year-on-year +50 -37 +49
Permanent jobs citing RESTful 96 25 92
As % of all permanent IT jobs advertised in Glasgow 4.21% 1.15% 3.58%
As % of the Libraries, Frameworks & Software Standards category 9.69% 2.53% 8.89%
Number of salaries quoted 63 14 77
Glasgow median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +12.50%
10th Percentile £31,500 £27,875 £35,000
90th Percentile £57,050 £58,875 £52,000
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 Glasgow with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Glasgow
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 991 989 1035
As % of all permanent IT jobs advertised in Glasgow 43.46% 45.68% 40.26%
Number of salaries quoted 616 536 614
Glasgow median annual salary £47,250 £40,000 £40,000
Median salary % change year-on-year +18.13% - -
10th Percentile £31,438 £28,750 £28,250
90th Percentile £65,000 £57,500 £56,250
Scotland median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

RESTful
Job Vacancy Trend in Glasgow

Job postings citing RESTful as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for RESTful in Glasgow

RESTful
Salary Trend in Glasgow

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

Salary trend for RESTful in Glasgow

RESTful
Salary Histogram in Glasgow

The salary distribution of IT jobs citing RESTful in Glasgow over the 6 months to 18 November 2017.

Salary histogram for RESTful in Glasgow

For the 6 months to 18 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 Glasgow region with a requirement for RESTful.

1 82 (85.42%) Agile Software Development
2 65 (67.71%) Java
3 49 (51.04%) TDD
4 35 (36.46%) JavaScript
5 30 (31.25%) HTML
5 30 (31.25%) CSS
6 28 (29.17%) BDD
7 25 (26.04%) Web Services
7 25 (26.04%) Scrum
7 25 (26.04%) Git (software)
8 24 (25.00%) Software Engineering
8 24 (25.00%) SOAP
8 24 (25.00%) HTML5
8 24 (25.00%) CSS3
8 24 (25.00%) React
9 22 (22.92%) Mentoring
10 21 (21.88%) AngularJS
10 21 (21.88%) Spring
11 20 (20.83%) Test Automation
11 20 (20.83%) SQL
12 19 (19.79%) Apple iOS
12 19 (19.79%) User Experience
13 18 (18.75%) Kanban
13 18 (18.75%) JSON
14 17 (17.71%) XML
14 17 (17.71%) Mobile App
15 16 (16.67%) Amazon AWS
15 16 (16.67%) Microservices
16 15 (15.63%) Android
17 14 (14.58%) Continuous Integration

RESTful
Co-occurring IT Skills in Glasgow 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 (13.54%) Tomcat
2 7 (7.29%) JBoss
3 3 (3.13%) SharePoint
4 2 (2.08%) Apache
5 1 (1.04%) Confluence
Business Applications
1 1 (1.04%) Oracle BPM
Cloud Services
1 16 (16.67%) Amazon AWS
2 5 (5.21%) Cloud Computing
2 5 (5.21%) Microsoft Azure
3 4 (4.17%) Amazon EC2
3 4 (4.17%) GitHub
4 3 (3.13%) Office 365
5 1 (1.04%) PaaS
Communications & Networking
1 4 (4.17%) SSH
1 4 (4.17%) SSL
Database & Business Intelligence
1 14 (14.58%) Relational Database
2 13 (13.54%) NoSQL
3 11 (11.46%) SQL Server
4 9 (9.38%) MongoDB
5 6 (6.25%) SQL Server 2016
6 5 (5.21%) RDBMS
7 4 (4.17%) CouchDB
7 4 (4.17%) PostgreSQL
8 3 (3.13%) SQL Server Reporting Services
9 1 (1.04%) MySQL
9 1 (1.04%) Oracle Database
Development Applications
1 25 (26.04%) Git (software)
2 14 (14.58%) Maven
3 11 (11.46%) JUnit
4 10 (10.42%) Selenium
5 9 (9.38%) Jenkins
6 7 (7.29%) SoapUI
7 6 (6.25%) DbUnit
7 6 (6.25%) jMock
7 6 (6.25%) Mockito
7 6 (6.25%) SonarQube
8 4 (4.17%) GitLab
8 4 (4.17%) Subversion
8 4 (4.17%) VSS/SourceSafe
9 3 (3.13%) Cucumber
10 1 (1.04%) FitNesse
10 1 (1.04%) JIRA
10 1 (1.04%) JMeter
10 1 (1.04%) WebDriver
10 1 (1.04%) WinRunner
General
1 12 (12.50%) Publishing
2 6 (6.25%) Advertising
3 4 (4.17%) Prime Brokerage
4 3 (3.13%) Finance
5 1 (1.04%) Banking
Job Titles
1 83 (86.46%) Developer
2 39 (40.63%) Java Developer
3 11 (11.46%) Applications Developer
4 10 (10.42%) Front End Developer (Client-Side Developer)
4 10 (10.42%) Test Engineer
5 9 (9.38%) Mobile Applications Developer
5 9 (9.38%) Mobile Developer
5 9 (9.38%) Senior Developer
6 8 (8.33%) Lead Developer
7 7 (7.29%) PHP Developer
7 7 (7.29%) Senior Java Developer
8 6 (6.25%) .NET Developer
8 6 (6.25%) iOS Developer
8 6 (6.25%) Lead Java Developer
8 6 (6.25%) Test Automation Engineer
9 5 (5.21%) Front End Java Developer (Client-Side Java Developer)
9 5 (5.21%) JavaScript Developer
10 4 (4.17%) Java Software Developer
10 4 (4.17%) Senior Java Software Developer
10 4 (4.17%) Software Test Engineer
Libraries, Frameworks & Software Standards
1 30 (31.25%) CSS
1 30 (31.25%) HTML
2 25 (26.04%) Web Services
3 24 (25.00%) CSS3
3 24 (25.00%) HTML5
3 24 (25.00%) React
3 24 (25.00%) SOAP
4 21 (21.88%) AngularJS
4 21 (21.88%) Spring
5 18 (18.75%) JSON
6 17 (17.71%) XML
7 12 (12.50%) Ajax
7 12 (12.50%) Apache Camel
7 12 (12.50%) J2EE
7 12 (12.50%) LESS
7 12 (12.50%) Sass
8 11 (11.46%) Android SDK
8 11 (11.46%) Node.js
9 7 (7.29%) Laravel
9 7 (7.29%) Symfony
Miscellaneous
1 19 (19.79%) User Experience
2 17 (17.71%) Mobile App
3 9 (9.38%) Analytical Skills
3 9 (9.38%) Enterprise Software
3 9 (9.38%) Graphic Design
4 8 (8.33%) Augmented Reality
5 6 (6.25%) Animation
5 6 (6.25%) Tandem
6 4 (4.17%) Computer Science
6 4 (4.17%) Hedge funds
7 3 (3.13%) Virtual Team
8 2 (2.08%) Greenfield Project
9 1 (1.04%) Data Structures
Operating Systems
1 19 (19.79%) Apple iOS
2 15 (15.63%) Android
3 8 (8.33%) Windows
4 6 (6.25%) Unix
5 3 (3.13%) Linux
Processes & Methodologies
1 82 (85.42%) Agile Software Development
2 49 (51.04%) TDD
3 28 (29.17%) BDD
4 25 (26.04%) Scrum
5 24 (25.00%) Software Engineering
6 22 (22.92%) Mentoring
7 20 (20.83%) Test Automation
8 18 (18.75%) Kanban
9 16 (16.67%) Microservices
10 14 (14.58%) Continuous Integration
10 14 (14.58%) OO
10 14 (14.58%) Unit Testing
11 13 (13.54%) Analytics
11 13 (13.54%) Front End Development
11 13 (13.54%) MVC
12 10 (10.42%) API Testing
12 10 (10.42%) Continuous Improvement
12 10 (10.42%) iOS Development
13 9 (9.38%) Mobile Application Development
13 9 (9.38%) Software Architecture
Programming Languages
1 65 (67.71%) Java
2 35 (36.46%) JavaScript
3 20 (20.83%) SQL
4 10 (10.42%) C#
4 10 (10.42%) Scala
5 7 (7.29%) PHP
6 6 (6.25%) Apple Swift
6 6 (6.25%) Groovy
6 6 (6.25%) Objective-C
6 6 (6.25%) Ruby
7 3 (3.13%) PL/SQL
8 2 (2.08%) Python
9 1 (1.04%) Clojure
Qualifications
1 4 (4.17%) Computer Science Degree
1 4 (4.17%) Degree
1 4 (4.17%) Security Cleared
2 1 (1.04%) ISEB
2 1 (1.04%) ISTQB
Quality Assurance & Compliance
1 11 (11.46%) QA
System Software
1 3 (3.13%) VMware Infrastructure
1 3 (3.13%) vSphere
Systems Management
1 1 (1.04%) BladeLogic
Vendors
1 11 (11.46%) Oracle
2 9 (9.38%) Xamarin
3 7 (7.29%) Zend
4 6 (6.25%) Apple
4 6 (6.25%) Facebook
5 3 (3.13%) Nintex
5 3 (3.13%) VMware
6 2 (2.08%) Google
7 1 (1.04%) Pega