Period
to 24 January 2019

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 24 January 2019 with a comparison to the same period in the previous 2 years.

RESTful
Scotland > Glasgow
6 months to
24 Jan 2019
Same period 2018 Same period 2017
Rank 73 55 110
Rank change year-on-year -18 +55 -36
Permanent jobs citing RESTful 80 108 18
As % of all permanent IT jobs advertised in Glasgow 4.00% 4.85% 0.96%
As % of the Libraries, Frameworks & Software Standards category 8.36% 10.64% 2.35%
Number of salaries quoted 58 92 11
Glasgow median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11% -
10th Percentile £34,250 £31,500 £28,750
90th Percentile £61,375 £74,625 £50,000
Scotland median annual salary £47,000 £45,000 £45,000
% change year-on-year +4.44% - -

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 957 1,015 766
As % of all permanent IT jobs advertised in Glasgow 47.87% 45.62% 40.83%
Number of salaries quoted 686 685 451
Glasgow median annual salary £47,500 £47,500 £40,000
Median salary % change year-on-year - +18.75% -
10th Percentile £32,500 £31,500 £29,500
90th Percentile £65,000 £65,750 £59,000
Scotland median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

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 24 January 2019.

Salary histogram for RESTful in Glasgow

For the 6 months to 24 January 2019, IT jobs citing RESTful also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for RESTful.

1 47 (58.75%) JavaScript
1 47 (58.75%) Agile Software Development
2 42 (52.50%) Java
3 31 (38.75%) JSON
4 30 (37.50%) SQL
4 30 (37.50%) Git (software)
5 29 (36.25%) Jenkins
6 26 (32.50%) Web Services
7 25 (31.25%) C#
7 25 (31.25%) TDD
8 24 (30.00%) HTML
9 22 (27.50%) Finance
9 22 (27.50%) React
10 21 (26.25%) Visual Studio
11 20 (25.00%) Test Automation
12 19 (23.75%) CSS
12 19 (23.75%) OO
12 19 (23.75%) Software Engineering
13 18 (22.50%) Python
13 18 (22.50%) AngularJS
14 17 (21.25%) Analytics
14 17 (21.25%) Apple iOS
14 17 (21.25%) XML
14 17 (21.25%) Scrum
14 17 (21.25%) Greenfield Project
15 16 (20.00%) HTML5
16 15 (18.75%) MVC
16 15 (18.75%) SQL Server
16 15 (18.75%) Microsoft
17 14 (17.50%) .NET

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 3 (3.75%) Cloud Foundry
1 3 (3.75%) Elasticsearch
1 3 (3.75%) WebSphere
2 1 (1.25%) IIS
2 1 (1.25%) JBoss
2 1 (1.25%) Jetty
2 1 (1.25%) nginx
2 1 (1.25%) Oracle SOA Suite
2 1 (1.25%) Tomcat
Business Applications
1 8 (10.00%) Dynamics CRM
Cloud Services
1 8 (10.00%) Dynamics 365
1 8 (10.00%) Microsoft Azure
2 6 (7.50%) TestFlight
3 5 (6.25%) Amazon AWS
3 5 (6.25%) Apigee
4 3 (3.75%) GitHub
5 2 (2.50%) OpenShift
5 2 (2.50%) PaaS
6 1 (1.25%) npm
Communications & Networking
1 4 (5.00%) HTTP
2 3 (3.75%) SSL
2 3 (3.75%) TCP/IP
3 2 (2.50%) F5 BIG-IP LTM
3 2 (2.50%) NetScaler
Database & Business Intelligence
1 15 (18.75%) SQL Server
2 12 (15.00%) Relational Database
2 12 (15.00%) SQL Server 2012
3 9 (11.25%) SQL Server Integration Services
3 9 (11.25%) SQL Server Reporting Services
4 8 (10.00%) SQL Server 2014
5 7 (8.75%) NoSQL
6 6 (7.50%) MongoDB
6 6 (7.50%) MySQL
6 6 (7.50%) RDBMS
7 2 (2.50%) SQLite
8 1 (1.25%) Data Mart
8 1 (1.25%) Data Warehouse
8 1 (1.25%) Microsoft Analysis Services
8 1 (1.25%) OLTP
8 1 (1.25%) Power BI
8 1 (1.25%) SQL Server Analysis Services
Development Applications
1 30 (37.50%) Git (software)
2 29 (36.25%) Jenkins
3 21 (26.25%) Visual Studio
4 14 (17.50%) Cucumber
5 10 (12.50%) Selenium
6 9 (11.25%) Appium
7 8 (10.00%) FitNesse
7 8 (10.00%) SpecFlow
8 7 (8.75%) Subversion
9 6 (7.50%) Ant
9 6 (7.50%) CocoaPods
9 6 (7.50%) Crashlytics
9 6 (7.50%) JIRA
9 6 (7.50%) Maven
9 6 (7.50%) webpack
10 5 (6.25%) Gradle
10 5 (6.25%) Grunt
10 5 (6.25%) Jasmine
10 5 (6.25%) JSUnit
11 4 (5.00%) GoogleTest
General
1 22 (27.50%) Finance
2 10 (12.50%) Banking
3 1 (1.25%) Financial Institution
3 1 (1.25%) Law
3 1 (1.25%) Publishing
3 1 (1.25%) Retail
3 1 (1.25%) Retail Banking
Job Titles
1 58 (72.50%) Developer
2 24 (30.00%) Java Developer
3 14 (17.50%) Senior Developer
4 10 (12.50%) iOS Developer
4 10 (12.50%) Software Engineer
5 9 (11.25%) Java Engineer
6 8 (10.00%) Developer/Software Engineer
7 6 (7.50%) Automation Team Leader
7 6 (7.50%) Java Software Developer
7 6 (7.50%) Java Software Engineer
7 6 (7.50%) Mobile Developer
7 6 (7.50%) Team Leader
8 5 (6.25%) .NET Developer
9 4 (5.00%) C++ Developer
9 4 (5.00%) Consultant
9 4 (5.00%) CRM Consultant
9 4 (5.00%) Python Developer
9 4 (5.00%) Senior .NET Developer
9 4 (5.00%) Senior C++ Developer
9 4 (5.00%) Software Consultant
Libraries, Frameworks & Software Standards
1 31 (38.75%) JSON
2 26 (32.50%) Web Services
3 24 (30.00%) HTML
4 22 (27.50%) React
5 19 (23.75%) CSS
6 18 (22.50%) AngularJS
7 17 (21.25%) XML
8 16 (20.00%) HTML5
9 14 (17.50%) .NET
9 14 (17.50%) SOAP
10 12 (15.00%) Spring
11 9 (11.25%) .NET Framework
12 8 (10.00%) Java EE
12 8 (10.00%) LINQ
12 8 (10.00%) Node.js
12 8 (10.00%) Spring Boot
13 7 (8.75%) Ajax
13 7 (8.75%) CSS3
13 7 (8.75%) React Native
13 7 (8.75%) REST
Miscellaneous
1 17 (21.25%) Greenfield Project
2 12 (15.00%) Analytical Skills
3 9 (11.25%) Enterprise Software
3 9 (11.25%) Self-Motivation
4 5 (6.25%) Algorithms
5 4 (5.00%) Data Structures
5 4 (5.00%) User Experience
6 3 (3.75%) Mobile App
7 2 (2.50%) Management Information System
8 1 (1.25%) EPoS
8 1 (1.25%) Linux Command Line
Operating Systems
1 17 (21.25%) Apple iOS
2 10 (12.50%) Android
3 5 (6.25%) Linux
3 5 (6.25%) Unix
4 3 (3.75%) Windows
5 2 (2.50%) Mac OS X
5 2 (2.50%) Windows Server 2012
6 1 (1.25%) DC/OS
6 1 (1.25%) Windows Server
Processes & Methodologies
1 47 (58.75%) Agile Software Development
2 25 (31.25%) TDD
3 20 (25.00%) Test Automation
4 19 (23.75%) OO
4 19 (23.75%) Software Engineering
5 17 (21.25%) Analytics
5 17 (21.25%) Scrum
6 15 (18.75%) MVC
7 12 (15.00%) Continuous Delivery
7 12 (15.00%) Microservices
7 12 (15.00%) Unit Testing
7 12 (15.00%) Web Development
8 11 (13.75%) BDD
8 11 (13.75%) Computer Science
9 10 (12.50%) iOS Development
9 10 (12.50%) Problem-Solving
9 10 (12.50%) User Acceptance Testing
10 9 (11.25%) Continuous Integration
10 9 (11.25%) Mobile Development
11 8 (10.00%) Mentoring
Programming Languages
1 47 (58.75%) JavaScript
2 42 (52.50%) Java
3 30 (37.50%) SQL
4 25 (31.25%) C#
5 18 (22.50%) Python
6 10 (12.50%) Apple Swift
6 10 (12.50%) Objective-C
7 4 (5.00%) Bash Shell
7 4 (5.00%) C++
8 3 (3.75%) PowerShell
8 3 (3.75%) T-SQL
9 2 (2.50%) Perl
9 2 (2.50%) PL/SQL
9 2 (2.50%) TypeScript
10 1 (1.25%) Java 8
Qualifications
1 14 (17.50%) Degree
2 5 (6.25%) Computer Science Degree
3 4 (5.00%) Master's Degree
4 2 (2.50%) ISEB
4 2 (2.50%) ISTQB
4 2 (2.50%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 12 (15.00%) QA
System Software
1 5 (6.25%) Docker
2 1 (1.25%) Active Directory
Systems Management
1 8 (10.00%) Systems Management Server (SMS)
2 5 (6.25%) Kubernetes
3 1 (1.25%) Marathon
3 1 (1.25%) Mesos
3 1 (1.25%) Opscode Chef
3 1 (1.25%) Single Sign-On
Vendors
1 15 (18.75%) Microsoft
2 7 (8.75%) Oracle
3 6 (7.50%) Google
4 4 (5.00%) Cognizant
4 4 (5.00%) IBM
5 2 (2.50%) F5
5 2 (2.50%) MuleSoft
6 1 (1.25%) Apple
6 1 (1.25%) Reuters
6 1 (1.25%) Sybase