Period
to 15 December 2017

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 15 December 2017 with a comparison to the same period in the previous 2 years.

RESTful
UK > Scotland
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 58 111 82
Rank change year-on-year +53 -29 +93
Permanent jobs citing RESTful 239 99 179
As % of all permanent IT jobs advertised in Scotland 4.25% 1.99% 2.78%
As % of the Libraries, Frameworks & Software Standards category 10.66% 5.20% 7.81%
Number of salaries quoted 176 52 135
Scotland median annual salary £45,000 £45,000 £45,000
10th Percentile £28,000 £27,000 £35,000
90th Percentile £56,250 £59,625 £55,750
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 2241 1903 2292
As % of all permanent IT jobs advertised in Scotland 39.81% 38.31% 35.59%
Number of salaries quoted 1475 1237 1445
Scotland median annual salary £42,500 £40,500 £40,000
Median salary % change year-on-year +4.94% +1.25% -
10th Percentile £28,750 £27,750 £27,500
90th Percentile £62,500 £59,750 £57,500
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +2.27%

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 15 December 2017.

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 15 December 2017. 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
Edinburgh +21 115 £36,250 -19.44% 5
Glasgow +47 101 £50,000 +11.11% 4
Aberdeen +10 12 £32,500 -7.14% 1
Dundee -10 6 £35,000 +29.63%
Fife - 4 £40,000 -
West Lothian - 3 £57,500 -
South Lanarkshire -7 2 £46,250 +42.31%
RESTful
UK

For the 6 months to 15 December 2017, IT jobs citing RESTful 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 Scotland region with a requirement for RESTful.

1 156 (65.27%) Agile Software Development
2 131 (54.81%) Java
3 109 (45.61%) Git (software)
4 100 (41.84%) C#
5 95 (39.75%) .NET
6 92 (38.49%) TDD
7 79 (33.05%) MVC
8 77 (32.22%) Web Services
9 71 (29.71%) Software Engineering
10 70 (29.29%) SQL
11 68 (28.45%) JavaScript
11 68 (28.45%) SOAP
12 61 (25.52%) HTML
13 60 (25.10%) SQL Server
14 55 (23.01%) BDD
15 54 (22.59%) Spring
15 54 (22.59%) CSS
16 51 (21.34%) ASP.NET
16 51 (21.34%) NoSQL
16 51 (21.34%) Mentoring
17 46 (19.25%) React
17 46 (19.25%) Node.js
17 46 (19.25%) ASP.NET MVC
18 45 (18.83%) ASP.NET Web API
19 42 (17.57%) HTML5
19 42 (17.57%) AngularJS
20 41 (17.15%) ASP.NET MVC 5
21 38 (15.90%) Web Application Development
21 38 (15.90%) Entity Framework
22 37 (15.48%) .NET Framework

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 20 (8.37%) Tomcat
2 16 (6.69%) JBoss
3 6 (2.51%) Apache
4 4 (1.67%) Confluence
5 3 (1.26%) Oracle SOA Suite
5 3 (1.26%) SharePoint
6 2 (0.84%) CMS
7 1 (0.42%) Adobe Experience Manager
7 1 (0.42%) Elasticsearch
7 1 (0.42%) IIS
Business Applications
1 1 (0.42%) Oracle BPM
Cloud Services
1 31 (12.97%) Amazon AWS
2 23 (9.62%) Microsoft Azure
3 9 (3.77%) SaaS
4 8 (3.35%) Amazon EC2
5 7 (2.93%) GitHub
6 5 (2.09%) IaaS
6 5 (2.09%) Serverless
7 3 (1.26%) Cloud Computing
7 3 (1.26%) Google Cloud Platform
7 3 (1.26%) npm
7 3 (1.26%) Office 365
7 3 (1.26%) Slack
8 1 (0.42%) PaaS
Communications & Networking
1 10 (4.18%) SSH
1 10 (4.18%) SSL
2 3 (1.26%) SMS
3 1 (0.42%) Firewall
3 1 (0.42%) LDAP
3 1 (0.42%) TCP/IP
Database & Business Intelligence
1 60 (25.10%) SQL Server
2 51 (21.34%) NoSQL
3 34 (14.23%) SQL Server 2016
4 29 (12.13%) GIS
5 28 (11.72%) Big Data
6 17 (7.11%) Relational Database
7 15 (6.28%) MongoDB
8 8 (3.35%) PostgreSQL
9 6 (2.51%) MySQL
10 5 (2.09%) RDBMS
11 3 (1.26%) Oracle Database
11 3 (1.26%) SQL Server Reporting Services
12 2 (0.84%) CouchDB
12 2 (0.84%) SQL Server 2014
13 1 (0.42%) Amazon DynamoDB
Development Applications
1 109 (45.61%) Git (software)
2 32 (13.39%) Maven
3 23 (9.62%) Jenkins
4 20 (8.37%) Visual Studio
5 19 (7.95%) JUnit
6 16 (6.69%) GitLab
6 16 (6.69%) NetBeans
7 12 (5.02%) Mocha
8 10 (4.18%) Mockito
8 10 (4.18%) Selenium
9 9 (3.77%) Cucumber
10 8 (3.35%) TeamCity
11 7 (2.93%) DbUnit
11 7 (2.93%) jMock
11 7 (2.93%) Karma Test Runner
11 7 (2.93%) SonarQube
11 7 (2.93%) Subversion
12 6 (2.51%) NUnit
12 6 (2.51%) Rhino Mocks
13 4 (1.67%) JIRA
General
1 22 (9.21%) Advertising
2 20 (8.37%) Finance
3 13 (5.44%) Publishing
4 12 (5.02%) Military
5 11 (4.60%) Banking
6 10 (4.18%) Marketing
6 10 (4.18%) Retail Banking
7 4 (1.67%) Games
8 3 (1.26%) Manufacturing
9 2 (0.84%) Electronics
9 2 (0.84%) Prime Brokerage
9 2 (0.84%) Retail
9 2 (0.84%) Telecoms
10 1 (0.42%) Multimedia
Job Titles
1 166 (69.46%) Developer
2 57 (23.85%) Java Developer
3 43 (17.99%) .NET Developer
4 39 (16.32%) Software Engineer
5 27 (11.30%) Senior Developer
6 18 (7.53%) C# Developer
6 18 (7.53%) Java Engineer
6 18 (7.53%) Java Software Engineer
6 18 (7.53%) Lead Developer
7 17 (7.11%) C# Software Engineer
8 14 (5.86%) Applications Developer
8 14 (5.86%) Lead Java Developer
9 12 (5.02%) Front End Developer (Client-Side Developer)
9 12 (5.02%) Senior Java Developer
9 12 (5.02%) Software Developer
10 11 (4.60%) iOS Developer
10 11 (4.60%) JavaScript Developer
11 10 (4.18%) .NET Software Developer
12 9 (3.77%) Mobile Applications Developer
12 9 (3.77%) Mobile Developer
Libraries, Frameworks & Software Standards
1 95 (39.75%) .NET
2 77 (32.22%) Web Services
3 68 (28.45%) SOAP
4 61 (25.52%) HTML
5 54 (22.59%) CSS
5 54 (22.59%) Spring
6 51 (21.34%) ASP.NET
7 46 (19.25%) ASP.NET MVC
7 46 (19.25%) Node.js
7 46 (19.25%) React
8 45 (18.83%) ASP.NET Web API
9 42 (17.57%) AngularJS
9 42 (17.57%) HTML5
10 41 (17.15%) ASP.NET MVC 5
11 38 (15.90%) Entity Framework
12 37 (15.48%) .NET Framework
13 36 (15.06%) WCF
14 35 (14.64%) CSS3
15 33 (13.81%) JSON
16 32 (13.39%) Code First Entity Framework
Miscellaneous
1 35 (14.64%) Mobile App
2 20 (8.37%) Enterprise Software
2 20 (8.37%) User Experience
3 16 (6.69%) Robotics
4 11 (4.60%) Social Network
5 9 (3.77%) Analytical Skills
5 9 (3.77%) Augmented Reality
5 9 (3.77%) Graphic Design
6 7 (2.93%) Animation
6 7 (2.93%) Greenfield Project
7 5 (2.09%) Computer Science
7 5 (2.09%) Tandem
8 3 (1.26%) Virtual Team
9 2 (0.84%) Data Structures
9 2 (0.84%) Hedge funds
10 1 (0.42%) Device Driver
10 1 (0.42%) Field-Programmable Gate Array
10 1 (0.42%) iSeries
10 1 (0.42%) NHS
10 1 (0.42%) PKI
Operating Systems
1 33 (13.81%) Windows
2 27 (11.30%) Apple iOS
3 23 (9.62%) Unix
4 18 (7.53%) Android
4 18 (7.53%) Linux
5 9 (3.77%) Mac OS
6 1 (0.42%) Red Hat Enterprise Linux
6 1 (0.42%) Solaris
Processes & Methodologies
1 156 (65.27%) Agile Software Development
2 92 (38.49%) TDD
3 79 (33.05%) MVC
4 71 (29.71%) Software Engineering
5 55 (23.01%) BDD
6 51 (21.34%) Mentoring
7 38 (15.90%) Web Application Development
8 37 (15.48%) Continuous Integration
9 35 (14.64%) OO
10 33 (13.81%) Scrum
11 32 (13.39%) Software Testing
12 28 (11.72%) Innovative Thinking
13 26 (10.88%) Test Automation
14 21 (8.79%) SOA
15 19 (7.95%) DevOps
15 19 (7.95%) Microservices
15 19 (7.95%) SDLC
15 19 (7.95%) Web Development
16 18 (7.53%) Mobile Application Development
17 17 (7.11%) Front End Development
Programming Languages
1 131 (54.81%) Java
2 100 (41.84%) C#
3 70 (29.29%) SQL
4 68 (28.45%) JavaScript
5 34 (14.23%) Ruby
6 22 (9.21%) C++
7 21 (8.79%) PHP
8 13 (5.44%) Python
9 10 (4.18%) Apple Swift
10 9 (3.77%) Objective-C
11 7 (2.93%) PL/SQL
12 6 (2.51%) TypeScript
12 6 (2.51%) XAML
13 5 (2.09%) C
14 4 (1.67%) Scala
15 3 (1.26%) Bash Shell
16 2 (0.84%) Groovy
17 1 (0.42%) ES6
17 1 (0.42%) Perl
Qualifications
1 34 (14.23%) Degree
2 28 (11.72%) Numerate Degree
3 7 (2.93%) Security Cleared
4 4 (1.67%) Computer Science Degree
Quality Assurance & Compliance
1 12 (5.02%) QA
System Software
1 7 (2.93%) Docker
2 3 (1.26%) VMware Infrastructure
2 3 (1.26%) vSphere
Systems Management
1 4 (1.67%) Rancher
2 2 (0.84%) Business Desktop Deployment
2 2 (0.84%) Puppet
2 2 (0.84%) Terraform
3 1 (0.42%) Ansible
3 1 (0.42%) Kubernetes
3 1 (0.42%) Opscode Chef
Vendors
1 18 (7.53%) Oracle
2 12 (5.02%) Facebook
2 12 (5.02%) Xamarin
3 9 (3.77%) Zend
4 8 (3.35%) Apple
5 7 (2.93%) Microsoft
6 5 (2.09%) Google
7 3 (1.26%) Nintex
7 3 (1.26%) VMware
8 2 (0.84%) SAP
9 1 (0.42%) Adobe
9 1 (0.42%) Alterian
9 1 (0.42%) IBM
9 1 (0.42%) KANA
9 1 (0.42%) PayPal
9 1 (0.42%) Red Hat