Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 21 July 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 21 July 2017 with a comparison to the same period in the previous 2 years.

RESTful
UK > Scotland
6 months to
21 Jul 2017		 Same period 2016 Same period 2015
Rank 66 100 79
Rank change year-on-year +34 -21 +64
Permanent jobs citing RESTful 195 147 184
As % of all permanent IT jobs advertised in Scotland 3.71% 2.53% 2.89%
As % of the Libraries, Frameworks & Software Standards category 9.30% 6.68% 7.79%
Number of salaries quoted 132 115 101
Scotland median annual salary £45,000 £47,500 £40,000
Median salary % change year-on-year -5.26% +18.75% -0.62%
10th Percentile £27,500 £37,500 £31,250
90th Percentile £55,000 £56,250 £52,500
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

RESTful 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 Scotland with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
Scotland
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 2096 2200 2362
As % of all permanent IT job vacancies advertised in Scotland 39.87% 37.84% 37.14%
Number of salaries quoted 1331 1292 1485
Scotland median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £28,250 £28,500 £27,500
90th Percentile £66,250 £60,000 £57,500
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +4.25%

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 21 July 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 21 July 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 +33 112 £40,000 -11.11% 8
Glasgow +12 64 £45,000 - 8
Dundee - 9 £45,000 - 1
West Lothian - 5 £31,500 -
Fife +14 3 £40,000 +14.29%
Aberdeen 0 1 - -
Perth and Kinross - 1 £60,000 -
Scottish Borders - 1 - -
RESTful
UK

For the 6 months to 21 July 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.

1 135 (69.23%) Agile Software Development
2 105 (53.85%) C#
3 100 (51.28%) .NET
4 91 (46.67%) SQL Server
5 89 (45.64%) Java
6 83 (42.56%) TDD
7 79 (40.51%) Git (software)
8 78 (40.00%) Web Services
9 75 (38.46%) MVC
10 70 (35.90%) NoSQL
11 67 (34.36%) BDD
11 67 (34.36%) ASP.NET
12 65 (33.33%) ASP.NET MVC
13 64 (32.82%) JavaScript
14 60 (30.77%) ASP.NET Web API
15 58 (29.74%) Web Application Development
16 56 (28.72%) ASP.NET MVC 5
16 56 (28.72%) .NET Framework
17 55 (28.21%) Ruby
18 54 (27.69%) Node.js
19 53 (27.18%) SQL
20 51 (26.15%) Entity Framework
20 51 (26.15%) Software Engineering
21 46 (23.59%) Spring
21 46 (23.59%) WCF
21 46 (23.59%) Code First Entity Framework
22 45 (23.08%) CSS
22 45 (23.08%) SOAP
23 44 (22.56%) HTML
23 44 (22.56%) SQL Server 2016

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 15 (7.69%) Tomcat
2 13 (6.67%) Apache
3 11 (5.64%) JBoss
4 10 (5.13%) WebSphere
5 7 (3.59%) CMS
6 3 (1.54%) Elasticsearch
7 2 (1.03%) BizTalk Server
8 1 (0.51%) Apache Spark
8 1 (0.51%) Confluence
8 1 (0.51%) IIS
8 1 (0.51%) OpenStack
8 1 (0.51%) WebSphere Application Server
8 1 (0.51%) WordPress
Business Applications
1 2 (1.03%) Pega PRPC
Cloud Services
1 25 (12.82%) Microsoft Azure
2 17 (8.72%) Amazon AWS
3 11 (5.64%) SaaS
4 5 (2.56%) Cloud Computing
5 3 (1.54%) GitHub
5 3 (1.54%) Google Cloud Platform
6 1 (0.51%) Amazon EC2
6 1 (0.51%) OpenShift
6 1 (0.51%) PaaS
6 1 (0.51%) Trello
Communications & Networking
1 10 (5.13%) SSH
2 9 (4.62%) SSL
3 2 (1.03%) HTTP
3 2 (1.03%) SMS
4 1 (0.51%) Broadband
4 1 (0.51%) DNS
4 1 (0.51%) Internet
4 1 (0.51%) SMTP
4 1 (0.51%) TCP/IP
4 1 (0.51%) Wireless
Database & Business Intelligence
1 91 (46.67%) SQL Server
2 70 (35.90%) NoSQL
3 44 (22.56%) SQL Server 2016
4 14 (7.18%) MySQL
5 13 (6.67%) Big Data
6 11 (5.64%) Relational Database
7 9 (4.62%) GIS
7 9 (4.62%) PostgreSQL
7 9 (4.62%) RDBMS
8 8 (4.10%) MongoDB
9 6 (3.08%) CouchDB
9 6 (3.08%) Oracle Database
9 6 (3.08%) SQL Server Analysis Services
9 6 (3.08%) SQL Server Integration Services
9 6 (3.08%) SQL Server Reporting Services
10 5 (2.56%) Data Warehouse
11 2 (1.03%) SQL Server 2014
12 1 (0.51%) Data Mining
12 1 (0.51%) HBase
12 1 (0.51%) MariaDB
Development Applications
1 79 (40.51%) Git (software)
2 24 (12.31%) Maven
3 21 (10.77%) Jenkins
4 19 (9.74%) Selenium
5 18 (9.23%) JUnit
6 11 (5.64%) Subversion
7 10 (5.13%) GitLab
7 10 (5.13%) Karma Test Runner
7 10 (5.13%) Mocha
8 8 (4.10%) Ant
8 8 (4.10%) SoapUI
9 7 (3.59%) Cucumber
9 7 (3.59%) HttpUnit
9 7 (3.59%) JMeter
9 7 (3.59%) TeamCity
10 6 (3.08%) Visual Studio
11 5 (2.56%) JIRA
11 5 (2.56%) NUnit
11 5 (2.56%) Rhino Mocks
12 4 (2.05%) Team Foundation Server
General
1 18 (9.23%) Marketing
2 14 (7.18%) Finance
3 12 (6.15%) Advertising
4 8 (4.10%) Military
5 6 (3.08%) Banking
6 5 (2.56%) Front Office
6 5 (2.56%) Games
7 4 (2.05%) Prime Brokerage
7 4 (2.05%) Retail
Job Titles
1 138 (70.77%) Developer
2 61 (31.28%) .NET Developer
3 41 (21.03%) Java Developer
4 30 (15.38%) C# Developer
5 27 (13.85%) Senior Developer
6 23 (11.79%) Software Engineer
7 21 (10.77%) .NET Software Developer
8 18 (9.23%) C# .NET Developer
8 18 (9.23%) Senior Java Developer
9 16 (8.21%) ASP.NET Developer
9 16 (8.21%) ASP.NET MVC Developer
9 16 (8.21%) C# ASP.NET Developer
9 16 (8.21%) Software Developer
10 11 (5.64%) Web Developer
11 10 (5.13%) Test Engineer
12 9 (4.62%) Java Team Leader
12 9 (4.62%) Lead Developer
12 9 (4.62%) Team Leader
12 9 (4.62%) Test Automation Engineer
13 7 (3.59%) Python Developer
Libraries, Frameworks & Software Standards
1 100 (51.28%) .NET
2 78 (40.00%) Web Services
3 67 (34.36%) ASP.NET
4 65 (33.33%) ASP.NET MVC
5 60 (30.77%) ASP.NET Web API
6 56 (28.72%) .NET Framework
6 56 (28.72%) ASP.NET MVC 5
7 54 (27.69%) Node.js
8 51 (26.15%) Entity Framework
9 46 (23.59%) Code First Entity Framework
9 46 (23.59%) Spring
9 46 (23.59%) WCF
10 45 (23.08%) CSS
10 45 (23.08%) SOAP
11 44 (22.56%) HTML
12 31 (15.90%) AngularJS
13 28 (14.36%) JSON
14 27 (13.85%) XML
15 24 (12.31%) React
16 17 (8.72%) Hibernate
Miscellaneous
1 30 (15.38%) Enterprise Software
2 6 (3.08%) Greenfield Project
2 6 (3.08%) Mobile App
3 5 (2.56%) Fintech
3 5 (2.56%) Tandem
4 4 (2.05%) Hedge funds
4 4 (2.05%) User Experience
5 3 (1.54%) W3C
6 2 (1.03%) Computer Science
7 1 (0.51%) Algorithms
7 1 (0.51%) Data Structures
7 1 (0.51%) Linux Command Line
7 1 (0.51%) Management Information System
Operating Systems
1 26 (13.33%) Linux
1 26 (13.33%) Windows
2 22 (11.28%) Unix
3 11 (5.64%) Android
3 11 (5.64%) Apple iOS
4 6 (3.08%) Solaris
5 3 (1.54%) Mac OS
6 2 (1.03%) Red Hat Enterprise Linux
7 1 (0.51%) CentOS
7 1 (0.51%) Windows Phone
7 1 (0.51%) Windows Server
Processes & Methodologies
1 135 (69.23%) Agile Software Development
2 83 (42.56%) TDD
3 75 (38.46%) MVC
4 67 (34.36%) BDD
5 58 (29.74%) Web Application Development
6 51 (26.15%) Software Engineering
7 34 (17.44%) Scrum
8 28 (14.36%) Mentoring
9 26 (13.33%) Test Automation
10 23 (11.79%) Unit Testing
11 19 (9.74%) Web Development
12 18 (9.23%) OO
13 15 (7.69%) Continuous Integration
14 13 (6.67%) Analytics
14 13 (6.67%) Kanban
14 13 (6.67%) SOA
15 12 (6.15%) SDLC
16 11 (5.64%) OOP
17 10 (5.13%) Open Source
17 10 (5.13%) Software Testing
Programming Languages
1 105 (53.85%) C#
2 89 (45.64%) Java
3 64 (32.82%) JavaScript
4 55 (28.21%) Ruby
5 53 (27.18%) SQL
6 20 (10.26%) Python
7 18 (9.23%) PHP
8 11 (5.64%) Scala
9 8 (4.10%) Groovy
9 8 (4.10%) Shell Script
10 6 (3.08%) Bash Shell
11 4 (2.05%) C
11 4 (2.05%) C++
11 4 (2.05%) T-SQL
12 3 (1.54%) Perl
12 3 (1.54%) XAML
13 1 (0.51%) ActionScript
13 1 (0.51%) Jython
13 1 (0.51%) Objective-C
13 1 (0.51%) VBScript
Qualifications
1 18 (9.23%) Degree
2 11 (5.64%) Security Cleared
3 8 (4.10%) Numerate Degree
4 2 (1.03%) ISEB
4 2 (1.03%) ISTQB
4 2 (1.03%) SC Cleared
5 1 (0.51%) Computer Science Degree
Quality Assurance & Compliance
1 11 (5.64%) QA
System Software
1 6 (3.08%) Docker
2 3 (1.54%) Virtual Machines
3 1 (0.51%) Apache Flume
3 1 (0.51%) HDFS
3 1 (0.51%) KVM
Systems Management
1 3 (1.54%) Opscode Chef
2 2 (1.03%) Ansible
2 2 (1.03%) Puppet
3 1 (0.51%) BladeLogic
3 1 (0.51%) Business Desktop Deployment
3 1 (0.51%) Capistrano
3 1 (0.51%) Kubernetes
Vendors
1 23 (11.79%) Oracle
2 12 (6.15%) Facebook
3 7 (3.59%) Alterian
4 6 (3.08%) Microsoft
5 5 (2.56%) IBM
5 5 (2.56%) Splunk
6 4 (2.05%) Google
7 3 (1.54%) Sybase
8 2 (1.03%) Pega
8 2 (1.03%) Red Hat
9 1 (0.51%) Atlassian
9 1 (0.51%) Xamarin
9 1 (0.51%) Zend
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