Period
to 7 April 2020

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 7 April 2020 with a comparison to the same period in the previous 2 years.

RESTful
Scotland > Glasgow
6 months to
7 Apr 2020
Same period 2019 Same period 2018
Rank 50 65 75
Rank change year-on-year +15 +10 +25
Permanent jobs citing RESTful 80 82 102
As % of all permanent jobs advertised in Glasgow 5.46% 4.19% 4.18%
As % of the Libraries, Frameworks & Software Standards category 10.87% 8.78% 9.01%
Number of salaries quoted 61 57 114
Median annual salary £45,000 £46,500 £52,500
Median salary % change year-on-year -3.23% -11.43% +16.67%
10th Percentile £35,000 £32,500 £37,500
90th Percentile £60,000 £55,500 £77,500
Scotland median annual salary £45,000 £42,500 £47,500
% change year-on-year +5.88% -10.53% +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 736 934 1,132
As % of all permanent IT jobs advertised in Glasgow 50.27% 47.70% 46.43%
Number of salaries quoted 535 665 826
Median annual salary £45,000 £45,000 £47,500
Median salary % change year-on-year - -5.26% +6.48%
10th Percentile £32,500 £31,750 £32,000
90th Percentile £60,000 £65,000 £70,000
Scotland median annual salary £45,000 £45,000 £45,000

RESTful
Job Vacancy Trend in Glasgow

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

Job vacancy trend for RESTful in Glasgow

RESTful
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing RESTful in Glasgow.

Salary trend for RESTful in Glasgow

RESTful
Salary Histogram in Glasgow

Salary distribution for jobs citing RESTful in Glasgow over the 6 months to 7 April 2020.

Salary histogram for RESTful in Glasgow

For the 6 months to 7 April 2020, 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 64 (80.00%) Agile Software Development
2 33 (41.25%) C#
2 33 (41.25%) .NET
3 31 (38.75%) Java
4 29 (36.25%) Azure
5 27 (33.75%) Continuous Integration
5 27 (33.75%) SQL
6 26 (32.50%) AngularJS
6 26 (32.50%) .NET Core
7 24 (30.00%) ASP.NET
8 23 (28.75%) HTML
8 23 (28.75%) Scrum
8 23 (28.75%) Git (software)
9 22 (27.50%) SQL Server
10 21 (26.25%) SOLID
11 20 (25.00%) Test Automation
12 19 (23.75%) CSS
12 19 (23.75%) Web Services
12 19 (23.75%) SDLC
13 18 (22.50%) MVC
13 18 (22.50%) .NET Framework
13 18 (22.50%) Spring
14 17 (21.25%) NoSQL
14 17 (21.25%) JavaScript
14 17 (21.25%) Kubernetes
15 16 (20.00%) Docker
15 16 (20.00%) TDD
16 15 (18.75%) Relational Database
16 15 (18.75%) Microservices
16 15 (18.75%) MongoDB

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 5 (6.25%) Umbraco
2 4 (5.00%) SharePoint
3 3 (3.75%) Red Hat Fuse
4 2 (2.50%) Elasticsearch
4 2 (2.50%) JBoss
5 1 (1.25%) Oracle SOA Suite
Cloud Services
1 29 (36.25%) Azure
2 4 (5.00%) AWS
2 4 (5.00%) Google Play
3 3 (3.75%) Azure Functions
3 3 (3.75%) OpenShift
3 3 (3.75%) SaaS
3 3 (3.75%) Serverless
Database & Business Intelligence
1 22 (27.50%) SQL Server
2 17 (21.25%) NoSQL
3 15 (18.75%) MongoDB
3 15 (18.75%) Relational Database
4 13 (16.25%) Cosmos DB
5 5 (6.25%) Oracle Database
5 5 (6.25%) PostgreSQL
6 4 (5.00%) Data Warehouse
6 4 (5.00%) Enterprise Data Warehouse
7 2 (2.50%) SQL Server 2005
Development Applications
1 23 (28.75%) Git (software)
2 9 (11.25%) Jenkins
2 9 (11.25%) Subversion
3 5 (6.25%) Android Studio
4 3 (3.75%) Gradle
4 3 (3.75%) Octopus Deploy
4 3 (3.75%) SonarQube
4 3 (3.75%) TeamCity
5 2 (2.50%) Cucumber
5 2 (2.50%) Sonatype Nexus
5 2 (2.50%) Visual Studio
6 1 (1.25%) fastlane
6 1 (1.25%) webpack
General
1 8 (10.00%) Finance
1 8 (10.00%) Public Sector
2 3 (3.75%) Manufacturing
3 2 (2.50%) Financial Institution
4 1 (1.25%) Retail
Job Titles
1 63 (78.75%) Developer
2 21 (26.25%) .NET Developer
3 10 (12.50%) Java Developer
3 10 (12.50%) Lead Developer
4 6 (7.50%) Android Developer
4 6 (7.50%) Lead .NET Developer
4 6 (7.50%) Software Developer
5 5 (6.25%) Architect
5 5 (6.25%) Front End Developer (Client-Side Developer)
5 5 (6.25%) iOS Developer
5 5 (6.25%) Software Engineer
5 5 (6.25%) Solutions Architect
6 4 (5.00%) .NET Analyst Programmer
6 4 (5.00%) .NET Programmer
6 4 (5.00%) Analyst
6 4 (5.00%) Analyst Programmer
6 4 (5.00%) ETL Developer
6 4 (5.00%) Mobile Developer
6 4 (5.00%) Programmer
6 4 (5.00%) Ruby on Rails Developer
Libraries, Frameworks & Software Standards
1 33 (41.25%) .NET
2 26 (32.50%) .NET Core
2 26 (32.50%) AngularJS
3 24 (30.00%) ASP.NET
4 23 (28.75%) HTML
5 19 (23.75%) CSS
5 19 (23.75%) Web Services
6 18 (22.50%) .NET Framework
6 18 (22.50%) Spring
7 13 (16.25%) HTML5
7 13 (16.25%) Sass
8 12 (15.00%) ASP.NET MVC
8 12 (15.00%) JSON
8 12 (15.00%) NHibernate
8 12 (15.00%) SOAP
9 11 (13.75%) Node.js
10 10 (12.50%) ASP.NET Web API
10 10 (12.50%) Entity Framework
10 10 (12.50%) Spring Boot
11 9 (11.25%) React
Miscellaneous
1 8 (10.00%) Greenfield Project
1 8 (10.00%) User Experience
2 5 (6.25%) Enterprise Software
3 4 (5.00%) Client/Server
3 4 (5.00%) Management Information System
3 4 (5.00%) Self-Motivation
4 3 (3.75%) Cloud Native
4 3 (3.75%) Mobile App
5 2 (2.50%) Foreign Exchange (FX)
5 2 (2.50%) Smart Energy
6 1 (1.25%) Analytical Skills
Operating Systems
1 13 (16.25%) Windows
2 11 (13.75%) Android
2 11 (13.75%) Apple iOS
3 2 (2.50%) Linux
4 1 (1.25%) Windows Server 2016
Processes & Methodologies
1 64 (80.00%) Agile Software Development
2 27 (33.75%) Continuous Integration
3 23 (28.75%) Scrum
4 21 (26.25%) SOLID
5 20 (25.00%) Test Automation
6 19 (23.75%) SDLC
7 18 (22.50%) MVC
8 16 (20.00%) TDD
9 15 (18.75%) Microservices
10 11 (13.75%) iOS Development
10 11 (13.75%) OOP
10 11 (13.75%) Software Engineering
11 10 (12.50%) Inversion of Control
11 10 (12.50%) Line Management
12 9 (11.25%) Web Development
13 8 (10.00%) Computer Science
13 8 (10.00%) Continuous Delivery
13 8 (10.00%) DevOps
13 8 (10.00%) Software Architecture
14 7 (8.75%) Mentoring
Programming Languages
1 33 (41.25%) C#
2 31 (38.75%) Java
3 27 (33.75%) SQL
4 17 (21.25%) JavaScript
5 13 (16.25%) PowerShell
6 12 (15.00%) TypeScript
7 10 (12.50%) T-SQL
8 9 (11.25%) Java 8
9 6 (7.50%) Apple Swift
10 5 (6.25%) Kotlin
10 5 (6.25%) Objective-C
10 5 (6.25%) Ruby
11 4 (5.00%) PL/SQL
Qualifications
1 9 (11.25%) Degree
2 4 (5.00%) Computer Science Degree
Quality Assurance & Compliance
1 12 (15.00%) QA
System Software
1 16 (20.00%) Docker
Systems Management
1 17 (21.25%) Kubernetes
2 4 (5.00%) BMC PATROL
Vendors
1 9 (11.25%) Microsoft
2 7 (8.75%) Oracle
3 4 (5.00%) Apple
3 4 (5.00%) Google
3 4 (5.00%) Sitecore
4 3 (3.75%) Red Hat
5 2 (2.50%) Telerik
6 1 (1.25%) OpenText