Period
to 20 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 20 July 2018 with a comparison to the same period in the previous 2 years.

RESTful
UK > Scotland
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 72 64 105
Rank change year-on-year -8 +41 -16
Permanent jobs citing RESTful 212 193 147
As % of all permanent IT jobs advertised in Scotland 3.69% 3.70% 2.51%
As % of the Libraries, Frameworks & Software Standards category 9.20% 9.29% 6.61%
Number of salaries quoted 160 131 115
Scotland median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +18.75%
10th Percentile £29,250 £27,500 £37,500
90th Percentile £77,500 £55,000 £56,250
UK median annual salary £50,000 £50,000 £50,000

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 Scotland with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Scotland
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2,304 2,078 2,225
As % of all permanent IT jobs advertised in Scotland 40.10% 39.88% 37.99%
Number of salaries quoted 1,580 1,320 1,297
Scotland median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £30,000 £28,250 £28,500
90th Percentile £66,375 £66,375 £60,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

RESTful
Job Vacancy Trend in Scotland

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

Job vacancy trend for RESTful in Scotland

RESTful
Salary Trend in Scotland

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

Salary trend for RESTful in Scotland

RESTful
Salary Histogram in Scotland

The salary distribution of IT jobs citing RESTful in Scotland over the 6 months to 20 July 2018.

Salary histogram for RESTful in Scotland

RESTful
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing RESTful within the Scotland region over the 6 months to 20 July 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +15 110 £50,000 +11.11% 13
Edinburgh -14 92 £45,000 +12.50% 14
Aberdeen +3 8 £37,500 - 1
Dundee +2 1 £31,500 -30.00%
RESTful
UK

For the 6 months to 20 July 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 Scotland region with a requirement for RESTful.

1 145 (68.40%) Agile Software Development
2 136 (64.15%) C#
3 120 (56.60%) .NET
4 108 (50.94%) Git (software)
5 104 (49.06%) TDD
6 96 (45.28%) SQL Server
7 89 (41.98%) ASP.NET
7 89 (41.98%) MVC
8 88 (41.51%) BDD
9 84 (39.62%) ASP.NET MVC
10 82 (38.68%) ASP.NET MVC 5
11 81 (38.21%) ASP.NET Web API
12 80 (37.74%) Web Application Development
13 79 (37.26%) SQL Server 2016
14 75 (35.38%) Java
15 71 (33.49%) NoSQL
15 71 (33.49%) Node.js
16 63 (29.72%) Ruby
17 62 (29.25%) WCF
18 59 (27.83%) Software Engineering
19 58 (27.36%) JavaScript
20 53 (25.00%) SQL
21 47 (22.17%) HTML
22 46 (21.70%) Scrum
23 45 (21.23%) Web Services
24 44 (20.75%) Entity Framework
25 43 (20.28%) .NET Framework
26 40 (18.87%) Continuous Integration
27 39 (18.40%) CSS
27 39 (18.40%) Advertising

RESTful
Co-occurring IT Skills in Scotland 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 (6.13%) Tomcat
2 2 (0.94%) Confluence
2 2 (0.94%) WebSphere
3 1 (0.47%) Elasticsearch
3 1 (0.47%) JBoss
3 1 (0.47%) SharePoint
3 1 (0.47%) WebSphere Application Server
3 1 (0.47%) WildFly
3 1 (0.47%) WordPress
Business Applications
1 2 (0.94%) Payment Gateway
2 1 (0.47%) Dynamics CRM
2 1 (0.47%) Oracle Cash Management
Cloud Services
1 19 (8.96%) Microsoft Azure
2 13 (6.13%) GitHub
3 10 (4.72%) Amazon AWS
4 5 (2.36%) SaaS
5 4 (1.89%) PaaS
6 2 (0.94%) npm
6 2 (0.94%) OpenShift
7 1 (0.47%) Google Cloud Platform
7 1 (0.47%) Slack
Communications & Networking
1 14 (6.60%) HTTP
2 7 (3.30%) Internet
3 6 (2.83%) Hyperconnected
4 1 (0.47%) ATM
4 1 (0.47%) Intranet
4 1 (0.47%) SMS
Database & Business Intelligence
1 96 (45.28%) SQL Server
2 79 (37.26%) SQL Server 2016
3 71 (33.49%) NoSQL
4 21 (9.91%) Big Data
5 20 (9.43%) GIS
6 19 (8.96%) MySQL
7 17 (8.02%) Relational Database
8 12 (5.66%) MongoDB
9 10 (4.72%) RDBMS
10 3 (1.42%) Apache Cassandra
10 3 (1.42%) Data Mining
10 3 (1.42%) DB2
10 3 (1.42%) Hadoop
10 3 (1.42%) Neo4j
11 2 (0.94%) PostgreSQL
12 1 (0.47%) Hazelcast
12 1 (0.47%) Infinispan
12 1 (0.47%) SQL Server 2012
12 1 (0.47%) SQLite
Development Applications
1 108 (50.94%) Git (software)
2 25 (11.79%) Visual Studio
3 22 (10.38%) Jenkins
4 20 (9.43%) NetBeans
5 12 (5.66%) Selenium
6 11 (5.19%) Maven
7 10 (4.72%) JUnit
8 8 (3.77%) JIRA
9 7 (3.30%) Cucumber
10 6 (2.83%) Grunt
11 5 (2.36%) GitLab
12 4 (1.89%) webpack
13 3 (1.42%) Atlassian Bamboo
13 3 (1.42%) Jasmine
13 3 (1.42%) Karma Test Runner
13 3 (1.42%) Mocha
14 2 (0.94%) Eclipse
14 2 (0.94%) Subversion
14 2 (0.94%) Team Foundation Server
14 2 (0.94%) Xcode
General
1 39 (18.40%) Advertising
2 14 (6.60%) Finance
3 13 (6.13%) Banking
3 13 (6.13%) Marketing
4 4 (1.89%) Investment Banking
4 4 (1.89%) Law
5 3 (1.42%) Retail
6 2 (0.94%) Games
7 1 (0.47%) Multimedia
7 1 (0.47%) Retail Banking
Job Titles
1 153 (72.17%) Developer
2 84 (39.62%) .NET Developer
3 46 (21.70%) Software Engineer
4 36 (16.98%) Java Engineer
5 35 (16.51%) Java Software Engineer
6 29 (13.68%) Java Developer
7 20 (9.43%) C# Software Engineer
8 19 (8.96%) C# Developer
9 16 (7.55%) Senior Developer
10 13 (6.13%) Senior Software Engineer
11 12 (5.66%) Senior Java Engineer
11 12 (5.66%) Senior Java Software Engineer
11 12 (5.66%) Web Developer
12 11 (5.19%) Lead Developer
12 11 (5.19%) Software Developer
13 10 (4.72%) Senior C# Software Engineer
14 9 (4.25%) C# .NET Developer
14 9 (4.25%) Senior Software Developer
15 7 (3.30%) Agile Developer
15 7 (3.30%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 120 (56.60%) .NET
2 89 (41.98%) ASP.NET
3 84 (39.62%) ASP.NET MVC
4 82 (38.68%) ASP.NET MVC 5
5 81 (38.21%) ASP.NET Web API
6 71 (33.49%) Node.js
7 62 (29.25%) WCF
8 47 (22.17%) HTML
9 45 (21.23%) Web Services
10 44 (20.75%) Entity Framework
11 43 (20.28%) .NET Framework
12 39 (18.40%) AngularJS
12 39 (18.40%) CSS
13 38 (17.92%) XML
14 36 (16.98%) JSON
14 36 (16.98%) SOAP
15 32 (15.09%) Code First Entity Framework
16 27 (12.74%) WPF
17 26 (12.26%) HTML5
18 22 (10.38%) React
Miscellaneous
1 34 (16.04%) Enterprise Software
2 20 (9.43%) Robotics
3 13 (6.13%) Greenfield Project
4 8 (3.77%) Fintech
5 6 (2.83%) Mobile App
6 5 (2.36%) User Experience
7 4 (1.89%) Computer Science
8 3 (1.42%) Animation
8 3 (1.42%) Augmented Reality
8 3 (1.42%) Social Network
9 2 (0.94%) Analytical Skills
9 2 (0.94%) Data Centre
9 2 (0.94%) e-Learning
10 1 (0.47%) Client/Server
10 1 (0.47%) Data Structures
10 1 (0.47%) Device Driver
10 1 (0.47%) Field-Programmable Gate Array
10 1 (0.47%) Graphic Design
10 1 (0.47%) Linux Command Line
Operating Systems
1 27 (12.74%) Windows
2 16 (7.55%) Linux
3 15 (7.08%) Apple iOS
4 10 (4.72%) Android
5 7 (3.30%) Mac OS X
6 4 (1.89%) Unix
7 3 (1.42%) Mac OS
8 1 (0.47%) CentOS
Processes & Methodologies
1 145 (68.40%) Agile Software Development
2 104 (49.06%) TDD
3 89 (41.98%) MVC
4 88 (41.51%) BDD
5 80 (37.74%) Web Application Development
6 59 (27.83%) Software Engineering
7 46 (21.70%) Scrum
8 40 (18.87%) Continuous Integration
9 29 (13.68%) Business Intelligence
9 29 (13.68%) Web Development
10 26 (12.26%) SOA
11 25 (11.79%) Software Testing
12 22 (10.38%) Innovative Thinking
12 22 (10.38%) Unit Testing
13 20 (9.43%) Visualisation
14 18 (8.49%) Dependency Injection
15 15 (7.08%) SDLC
16 14 (6.60%) OO
17 12 (5.66%) Waterfall
18 11 (5.19%) Test Automation
Programming Languages
1 136 (64.15%) C#
2 75 (35.38%) Java
3 63 (29.72%) Ruby
4 58 (27.36%) JavaScript
5 53 (25.00%) SQL
6 28 (13.21%) C++
7 12 (5.66%) Python
8 7 (3.30%) Java 8
9 5 (2.36%) Apple Swift
9 5 (2.36%) Objective-C
9 5 (2.36%) PHP
9 5 (2.36%) T-SQL
9 5 (2.36%) XAML
10 4 (1.89%) C
11 3 (1.42%) Embedded C++
11 3 (1.42%) Java 9
12 2 (0.94%) Bash Shell
12 2 (0.94%) PowerShell
13 1 (0.47%) Groovy
13 1 (0.47%) Shell Script
Qualifications
1 33 (15.57%) Degree
2 20 (9.43%) Numerate Degree
3 1 (0.47%) Computer Science Degree
3 1 (0.47%) ISEB
3 1 (0.47%) ISTQB
3 1 (0.47%) ISTQB Foundation Certification
3 1 (0.47%) Master's Degree
Quality Assurance & Compliance
1 4 (1.89%) QA
System Software
1 10 (4.72%) Docker
Systems Management
1 2 (0.94%) Kubernetes
1 2 (0.94%) Puppet
2 1 (0.47%) Ansible
2 1 (0.47%) Opscode Chef
Vendors
1 39 (18.40%) Facebook
2 8 (3.77%) Oracle
3 5 (2.36%) Microsoft
4 4 (1.89%) Cognizant
5 3 (1.42%) Apple
5 3 (1.42%) Atlassian
5 3 (1.42%) Google
5 3 (1.42%) Sybase
5 3 (1.42%) Xamarin
6 1 (0.47%) IBM
6 1 (0.47%) Panasonic