Period
to 21 October 2018

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 21 October 2018 with a comparison to the same period in the previous 2 years.

RESTful
Scotland > Glasgow
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 70 64 103
Rank change year-on-year -6 +39 -35
Permanent jobs citing RESTful 90 92 42
As % of all permanent IT jobs advertised in Glasgow 4.14% 4.10% 1.85%
As % of the Libraries, Frameworks & Software Standards category 9.42% 9.34% 3.92%
Number of salaries quoted 68 59 27
Glasgow median annual salary £47,500 £47,500 £45,500
Median salary % change year-on-year - +4.40% +1.11%
10th Percentile £32,500 £31,500 £32,650
90th Percentile £77,500 £57,500 £56,250
Scotland median annual salary £47,500 £45,000 £47,500
% change year-on-year +5.56% -5.26% +5.56%

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 955 985 1,071
As % of all permanent IT jobs advertised in Glasgow 43.91% 43.88% 47.28%
Number of salaries quoted 690 619 547
Glasgow median annual salary £49,000 £45,000 £40,000
Median salary % change year-on-year +8.89% +12.50% -
10th Percentile £32,500 £31,250 £28,750
90th Percentile £65,000 £66,500 £57,500
Scotland median annual salary £45,000 £42,500 £40,500
% change year-on-year +5.88% +4.94% +1.25%

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 21 October 2018.

Salary histogram for RESTful in Glasgow

For the 6 months to 21 October 2018, 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 71 (78.89%) Agile Software Development
2 51 (56.67%) TDD
3 46 (51.11%) C#
3 46 (51.11%) Git (software)
4 44 (48.89%) JavaScript
5 40 (44.44%) SQL Server
6 39 (43.33%) Java
7 37 (41.11%) .NET
8 36 (40.00%) BDD
9 32 (35.56%) MVC
10 30 (33.33%) ASP.NET
11 29 (32.22%) Jenkins
12 28 (31.11%) Web Application Development
12 28 (31.11%) NoSQL
12 28 (31.11%) ASP.NET MVC
12 28 (31.11%) ASP.NET Web API
12 28 (31.11%) SQL Server 2016
12 28 (31.11%) ASP.NET MVC 5
12 28 (31.11%) HTML
13 27 (30.00%) Node.js
14 26 (28.89%) Web Services
15 25 (27.78%) CSS
15 25 (27.78%) SQL
15 25 (27.78%) JSON
15 25 (27.78%) AngularJS
16 23 (25.56%) WCF
17 22 (24.44%) Software Engineering
17 22 (24.44%) Ruby
17 22 (24.44%) XML
17 22 (24.44%) HTML5

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 4 (4.44%) Tomcat
2 3 (3.33%) Elasticsearch
2 3 (3.33%) WebSphere
3 1 (1.11%) Cloud Foundry
3 1 (1.11%) WordPress
Business Applications
1 5 (5.56%) Dynamics CRM
Cloud Services
1 5 (5.56%) Amazon AWS
1 5 (5.56%) Apigee
2 4 (4.44%) Dynamics 365
2 4 (4.44%) Microsoft Azure
3 3 (3.33%) GitHub
3 3 (3.33%) OpenShift
4 2 (2.22%) PaaS
Communications & Networking
1 7 (7.78%) Internet
2 6 (6.67%) Hyperconnected
3 5 (5.56%) HTTP
4 2 (2.22%) F5 BIG-IP LTM
4 2 (2.22%) NetScaler
4 2 (2.22%) SSL
4 2 (2.22%) TCP/IP
5 1 (1.11%) Intranet
Database & Business Intelligence
1 40 (44.44%) SQL Server
2 28 (31.11%) NoSQL
2 28 (31.11%) SQL Server 2016
3 12 (13.33%) Relational Database
4 8 (8.89%) SQL Server 2012
5 7 (7.78%) RDBMS
6 5 (5.56%) MySQL
7 4 (4.44%) SQL Server 2014
7 4 (4.44%) SQL Server Integration Services
7 4 (4.44%) SQL Server Reporting Services
8 3 (3.33%) DB2
8 3 (3.33%) MongoDB
9 1 (1.11%) SQLite
Development Applications
1 46 (51.11%) Git (software)
2 29 (32.22%) Jenkins
3 17 (18.89%) Visual Studio
4 15 (16.67%) Cucumber
5 11 (12.22%) Selenium
6 8 (8.89%) Grunt
6 8 (8.89%) Jasmine
6 8 (8.89%) JIRA
6 8 (8.89%) webpack
7 7 (7.78%) Appium
7 7 (7.78%) FitNesse
7 7 (7.78%) Maven
7 7 (7.78%) SpecFlow
8 6 (6.67%) Ant
8 6 (6.67%) Subversion
9 5 (5.56%) JSUnit
10 4 (4.44%) GoogleTest
10 4 (4.44%) Hudson
10 4 (4.44%) JUnit
11 3 (3.33%) Eclipse
General
1 14 (15.56%) Finance
2 11 (12.22%) Advertising
3 7 (7.78%) Banking
4 2 (2.22%) Investment Banking
4 2 (2.22%) Law
5 1 (1.11%) Marketing
5 1 (1.11%) Publishing
Job Titles
1 72 (80.00%) Developer
2 31 (34.44%) .NET Developer
3 24 (26.67%) Java Developer
4 13 (14.44%) Software Engineer
5 10 (11.11%) Senior Developer
6 9 (10.00%) Java Engineer
7 8 (8.89%) Developer/Software Engineer
7 8 (8.89%) Java Software Engineer
8 6 (6.67%) Agile .NET Developer
8 6 (6.67%) Agile C# Developer
8 6 (6.67%) Agile Developer
8 6 (6.67%) ASP.NET Developer
8 6 (6.67%) ASP.NET MVC Developer
8 6 (6.67%) C# .NET Developer
8 6 (6.67%) C# ASP.NET Developer
8 6 (6.67%) C# Developer
8 6 (6.67%) Full Stack Developer
8 6 (6.67%) Java Software Developer
8 6 (6.67%) Lead Developer
8 6 (6.67%) Lead Java Developer
Libraries, Frameworks & Software Standards
1 37 (41.11%) .NET
2 30 (33.33%) ASP.NET
3 28 (31.11%) ASP.NET MVC
3 28 (31.11%) ASP.NET MVC 5
3 28 (31.11%) ASP.NET Web API
3 28 (31.11%) HTML
4 27 (30.00%) Node.js
5 26 (28.89%) Web Services
6 25 (27.78%) AngularJS
6 25 (27.78%) CSS
6 25 (27.78%) JSON
7 23 (25.56%) WCF
8 22 (24.44%) HTML5
8 22 (24.44%) XML
9 18 (20.00%) .NET Framework
9 18 (20.00%) React
10 13 (14.44%) Entity Framework
11 11 (12.22%) Code First Entity Framework
12 10 (11.11%) SOAP
12 10 (11.11%) Spring
Miscellaneous
1 20 (22.22%) Enterprise Software
2 11 (12.22%) Greenfield Project
3 10 (11.11%) Analytical Skills
4 5 (5.56%) Algorithms
4 5 (5.56%) Computer Science
5 4 (4.44%) Data Structures
6 3 (3.33%) Self-Motivation
7 2 (2.22%) User Experience
Operating Systems
1 6 (6.67%) Apple iOS
2 5 (5.56%) Linux
2 5 (5.56%) Unix
3 4 (4.44%) Android
4 3 (3.33%) Mac OS X
5 1 (1.11%) DC/OS
Processes & Methodologies
1 71 (78.89%) Agile Software Development
2 51 (56.67%) TDD
3 36 (40.00%) BDD
4 32 (35.56%) MVC
5 28 (31.11%) Web Application Development
6 22 (24.44%) Software Engineering
7 20 (22.22%) Scrum
8 19 (21.11%) Test Automation
9 18 (20.00%) Unit Testing
10 15 (16.67%) Analytics
11 12 (13.33%) Continuous Integration
11 12 (13.33%) OO
12 11 (12.22%) Business Intelligence
12 11 (12.22%) Web Development
13 10 (11.11%) Kanban
14 9 (10.00%) Problem-Solving
15 7 (7.78%) Continuous Delivery
15 7 (7.78%) Technical Analysis
15 7 (7.78%) User Acceptance Testing
16 6 (6.67%) Dependency Injection
Programming Languages
1 46 (51.11%) C#
2 44 (48.89%) JavaScript
3 39 (43.33%) Java
4 25 (27.78%) SQL
5 22 (24.44%) Ruby
6 20 (22.22%) Python
7 6 (6.67%) T-SQL
8 5 (5.56%) Bash Shell
9 4 (4.44%) C++
9 4 (4.44%) Java 8
10 2 (2.22%) Apple Swift
10 2 (2.22%) Objective-C
10 2 (2.22%) Perl
10 2 (2.22%) PowerShell
11 1 (1.11%) PHP
Qualifications
1 14 (15.56%) Degree
2 3 (3.33%) ISEB
2 3 (3.33%) ISTQB
2 3 (3.33%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 12 (13.33%) QA
System Software
1 3 (3.33%) Docker
Systems Management
1 4 (4.44%) Kubernetes
1 4 (4.44%) Systems Management Server (SMS)
2 1 (1.11%) Marathon
2 1 (1.11%) Mesos
Vendors
1 11 (12.22%) Facebook
2 10 (11.11%) Microsoft
3 6 (6.67%) Cognizant
3 6 (6.67%) Oracle
4 5 (5.56%) Google
5 4 (4.44%) IBM
5 4 (4.44%) Sybase
6 2 (2.22%) F5
6 2 (2.22%) MuleSoft