The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for REST skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited REST over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Representational State Transfer (REST)
Scotland / Glasgow
Rank 55 61 94
Rank change year-on-year +6 +33  
Permanent jobs citing REST 31 51 3
As % of all permanent IT jobs advertised in Glasgow 3.31% 3.92% 0.26%
As % of the Libraries, Frameworks & Software Standards category 7.79% 9.27% 0.57%
Number of salaries quoted 20 24 1
Median salary £50,000 £55,000 £35,000
Median salary % change year-on-year -9.09% +57.14%  
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

REST 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 Glasgow with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
Glasgow
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 398 550 530
As % of all permanent IT job vacancies advertised in Glasgow 42.52% 42.24% 46.65%
Number of salaries quoted 233 324 340
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,820 £30,000 £30,000
10% offered a salary of more than £58,250 £52,500 £57,500
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

REST
Job Vacancy Trend in Glasgow

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

Job vacancy trend for REST in Glasgow

REST
Salary Trend in Glasgow

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

Salary trend for REST in Glasgow

REST
Salary Histogram in Glasgow

The salary distribution of IT jobs citing REST in Glasgow over the 3 months to 24 March 2017.

Salary histogram for REST in Glasgow

REST
Top 30 Related IT Skills in Glasgow

For the 6 months to 24 March 2017, IT jobs citing REST 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 REST.

1 30 (65.22%) Agile Software Development
2 27 (58.70%) Java
3 19 (41.30%) JavaScript
4 18 (39.13%) HTML
4 18 (39.13%) CSS
4 18 (39.13%) Git (software)
5 17 (36.96%) SQL Server
5 17 (36.96%) C#
6 16 (34.78%) JSON
6 16 (34.78%) AngularJS
7 15 (32.61%) SQL
7 15 (32.61%) .NET
8 14 (30.43%) Scrum
8 14 (30.43%) Software Engineering
8 14 (30.43%) Degree
9 13 (28.26%) MVC
9 13 (28.26%) ASP.NET
10 12 (26.09%) OO
10 12 (26.09%) Web Services
10 12 (26.09%) Continuous Integration
10 12 (26.09%) ASP.NET MVC
10 12 (26.09%) ASP.NET Web API
11 11 (23.91%) HTML5
11 11 (23.91%) Microsoft Azure
11 11 (23.91%) CSS3
11 11 (23.91%) Jenkins
11 11 (23.91%) KnockoutJS
11 11 (23.91%) Spring
11 11 (23.91%) SOAP
11 11 (23.91%) Python

REST
Top Related 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 7 (15.22%) Apache Spark
2 5 (10.87%) Apache Pig
3 2 (4.35%) Apache
3 2 (4.35%) CMS
3 2 (4.35%) Confluence
3 2 (4.35%) Sitecore CMS
3 2 (4.35%) Umbraco
4 1 (2.17%) Mule
4 1 (2.17%) Mule ESB
4 1 (2.17%) Oracle SOA Suite
4 1 (2.17%) Tomcat
Cloud Services
1 11 (23.91%) Microsoft Azure
2 7 (15.22%) Amazon AWS
3 5 (10.87%) Amazon CloudWatch
3 5 (10.87%) Amazon EC2
3 5 (10.87%) Amazon S3
3 5 (10.87%) IaaS
3 5 (10.87%) PaaS
4 2 (4.35%) Cloud Computing
5 1 (2.17%) SaaS
Communications & Networking
1 3 (6.52%) Wireless
2 2 (4.35%) Internet
3 1 (2.17%) HTTP
3 1 (2.17%) SMS
Database & Business Intelligence
1 17 (36.96%) SQL Server
2 9 (19.57%) SQL Server Reporting Services
3 8 (17.39%) Relational Database
4 7 (15.22%) Big Data
4 7 (15.22%) Hadoop
5 5 (10.87%) Apache Hive
5 5 (10.87%) Flink
5 5 (10.87%) MongoDB
6 3 (6.52%) DB2
7 2 (4.35%) Apache Cassandra
7 2 (4.35%) Azure SQL Database
7 2 (4.35%) NoSQL
8 1 (2.17%) CouchDB
8 1 (2.17%) Oracle Database
8 1 (2.17%) OrientDB
8 1 (2.17%) PostgreSQL
8 1 (2.17%) RDBMS
8 1 (2.17%) Redis
8 1 (2.17%) SQLPlus
Development Applications
1 18 (39.13%) Git (software)
2 11 (23.91%) Jenkins
3 9 (19.57%) Octopus Deploy
4 7 (15.22%) TeamCity
5 5 (10.87%) Cucumber
6 4 (8.70%) FitNesse
6 4 (8.70%) Maven
6 4 (8.70%) Subversion
7 3 (6.52%) Gradle
7 3 (6.52%) Team Foundation Server
8 2 (4.35%) Ant
8 2 (4.35%) Concordion
8 2 (4.35%) Hudson
8 2 (4.35%) JBehave
8 2 (4.35%) JIRA
8 2 (4.35%) Sonatype Nexus
9 1 (2.17%) JUnit
9 1 (2.17%) Mockito
9 1 (2.17%) Visual Studio
General
1 7 (15.22%) Automotive
2 6 (13.04%) Finance
3 2 (4.35%) Banking
3 2 (4.35%) Front Office
3 2 (4.35%) Investment Banking
3 2 (4.35%) Publishing
Job Titles
1 36 (78.26%) Developer
2 16 (34.78%) Java Developer
3 11 (23.91%) .NET Developer
4 9 (19.57%) Senior Developer
5 8 (17.39%) ASP.NET Developer
5 8 (17.39%) Full Stack Developer
6 6 (13.04%) C# Developer
6 6 (13.04%) Senior Java Developer
7 4 (8.70%) C# .NET Developer
8 3 (6.52%) .NET Software Developer
8 3 (6.52%) C# Software Developer
8 3 (6.52%) Java Engineer
8 3 (6.52%) Software Engineer
9 2 (4.35%) Front End Developer (Client-Side Developer)
9 2 (4.35%) Java Software Engineer
9 2 (4.35%) JavaScript Engineer
9 2 (4.35%) Senior C# Developer
9 2 (4.35%) Senior Sitecore Developer
9 2 (4.35%) Software Developer
9 2 (4.35%) Web Developer
Libraries, Frameworks & Software Standards
1 18 (39.13%) CSS
1 18 (39.13%) HTML
2 16 (34.78%) AngularJS
2 16 (34.78%) JSON
3 15 (32.61%) .NET
4 13 (28.26%) ASP.NET
5 12 (26.09%) ASP.NET MVC
5 12 (26.09%) ASP.NET Web API
5 12 (26.09%) Web Services
6 11 (23.91%) CSS3
6 11 (23.91%) HTML5
6 11 (23.91%) KnockoutJS
6 11 (23.91%) SOAP
6 11 (23.91%) Spring
7 10 (21.74%) React
8 9 (19.57%) Entity Framework
8 9 (19.57%) SignalR
9 5 (10.87%) Kafka
9 5 (10.87%) NumPy
9 5 (10.87%) SciPy
Miscellaneous
1 5 (10.87%) Hybrid Cloud
2 4 (8.70%) Public Cloud
3 3 (6.52%) Algorithms
4 2 (4.35%) Analytical Skills
4 2 (4.35%) Enterprise Software
5 1 (2.17%) Computer Science
5 1 (2.17%) Data Protection Act
5 1 (2.17%) Data Structures
5 1 (2.17%) Management Information System
5 1 (2.17%) User Experience
Operating Systems
1 7 (15.22%) Linux
2 6 (13.04%) Unix
2 6 (13.04%) Windows
3 3 (6.52%) Android
4 2 (4.35%) Apple iOS
5 1 (2.17%) Mac OS X
5 1 (2.17%) Windows Phone
Processes & Methodologies
1 30 (65.22%) Agile Software Development
2 14 (30.43%) Scrum
2 14 (30.43%) Software Engineering
3 13 (28.26%) MVC
4 12 (26.09%) Continuous Integration
4 12 (26.09%) OO
5 9 (19.57%) TDD
6 7 (15.22%) Analytics
6 7 (15.22%) Kanban
6 7 (15.22%) Microservices
7 6 (13.04%) Configuration Management
7 6 (13.04%) Mobile Development
8 5 (10.87%) DevOps
8 5 (10.87%) Software Distribution
8 5 (10.87%) Unit Testing
9 4 (8.70%) Customer Requirements
9 4 (8.70%) OOD
9 4 (8.70%) Service Delivery
9 4 (8.70%) Web Development
10 3 (6.52%) SOA
Programming Languages
1 27 (58.70%) Java
2 19 (41.30%) JavaScript
3 17 (36.96%) C#
4 15 (32.61%) SQL
5 11 (23.91%) Python
6 7 (15.22%) VB.NET
7 6 (13.04%) Ruby
8 5 (10.87%) Perl
9 4 (8.70%) GraphQL
9 4 (8.70%) TypeScript
10 3 (6.52%) C++
10 3 (6.52%) Objective-C
11 2 (4.35%) Go
11 2 (4.35%) Scala
12 1 (2.17%) Apple Swift
12 1 (2.17%) Clojure
12 1 (2.17%) PL/SQL
12 1 (2.17%) Shell Script
12 1 (2.17%) Smalltalk
Qualifications
1 14 (30.43%) Degree
2 2 (4.35%) SC Cleared
2 2 (4.35%) Security Cleared
Quality Assurance & Compliance
1 3 (6.52%) QA
2 2 (4.35%) Dodd-Frank
2 2 (4.35%) EMIR
2 2 (4.35%) MiFID
System Software
1 7 (15.22%) Docker
2 5 (10.87%) Apache Flume
Systems Management
1 5 (10.87%) Docker Swarm
1 5 (10.87%) Kubernetes
1 5 (10.87%) Mesos
2 1 (2.17%) Business Desktop Deployment
Vendors
1 5 (10.87%) Splunk
2 3 (6.52%) Microsoft
3 2 (4.35%) IBM
3 2 (4.35%) Oracle
3 2 (4.35%) Sitecore
3 2 (4.35%) Xamarin
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