Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 17 October 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 17 October 2018 with a comparison to the same period in the previous 2 years.

RESTful
UK > Scotland
6 months to
17 Oct 2018		 Same period 2017 Same period 2016
Rank 71 56 120
Rank change year-on-year -15 +64 -32
Permanent jobs citing RESTful 205 230 110
As % of all permanent IT jobs advertised in Scotland 3.81% 4.16% 2.06%
As % of the Libraries, Frameworks & Software Standards category 9.48% 10.81% 5.45%
Number of salaries quoted 140 161 63
Scotland median annual salary £47,500 £45,000 £47,500
Median salary % change year-on-year +5.56% -5.26% +5.56%
10th Percentile £29,150 £28,000 £38,750
90th Percentile £77,500 £56,250 £60,000
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 2,162 2,128 2,018
As % of all permanent IT jobs advertised in Scotland 40.16% 38.46% 37.76%
Number of salaries quoted 1,454 1,369 1,206
Scotland median annual salary £45,000 £42,000 £40,500
Median salary % change year-on-year +7.14% +3.70% +1.25%
10th Percentile £30,000 £28,700 £27,750
90th Percentile £65,000 £64,000 £59,750
UK median annual salary £50,500 £50,000 £47,500
% change year-on-year +1.00% +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 17 October 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 17 October 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
Edinburgh 0 105 £45,000 +15.38% 22
Glasgow -14 90 £47,500 - 13
West Lothian -14 5 - - 3
Aberdeen -8 2 £40,000 +23.08% 1
Dundee +11 1 £31,500 -25.88% 2
Midlothian - 1 £40,000 - 3
RESTful
UK

For the 6 months to 17 October 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.

1 113 (55.12%) Agile Software Development
2 112 (54.63%) C#
3 106 (51.71%) JavaScript
4 103 (50.24%) Java
4 103 (50.24%) Git (software)
5 85 (41.46%) Software Engineering
6 79 (38.54%) .NET
7 75 (36.59%) HTML
8 67 (32.68%) AngularJS
9 63 (30.73%) SQL
10 62 (30.24%) TDD
11 61 (29.76%) CSS
12 53 (25.85%) SQL Server
12 53 (25.85%) JSON
13 48 (23.41%) Degree
14 43 (20.98%) MVC
14 43 (20.98%) Visual Studio
15 42 (20.49%) SOAP
16 40 (19.51%) Web Services
16 40 (19.51%) XML
16 40 (19.51%) ASP.NET
16 40 (19.51%) Scrum
16 40 (19.51%) BDD
17 39 (19.02%) SOA
17 39 (19.02%) Web Application Development
18 38 (18.54%) C++
18 38 (18.54%) NoSQL
19 37 (18.05%) Jenkins
20 35 (17.07%) ASP.NET MVC
21 34 (16.59%) Node.js

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 17 (8.29%) Tomcat
2 5 (2.44%) Apache
2 5 (2.44%) JBoss
2 5 (2.44%) Oracle HTTP Server
3 4 (1.95%) WebSphere
4 3 (1.46%) Elasticsearch
5 1 (0.49%) Apache Spark
5 1 (0.49%) Cloud Foundry
5 1 (0.49%) concrete5
5 1 (0.49%) Confluence
5 1 (0.49%) WebSphere Application Server
5 1 (0.49%) WordPress
Business Applications
1 5 (2.44%) Dynamics CRM
2 2 (0.98%) Payment Gateway
Cloud Services
1 16 (7.80%) Microsoft Azure
2 8 (3.90%) npm
3 6 (2.93%) Amazon AWS
3 6 (2.93%) SaaS
4 5 (2.44%) GitHub
4 5 (2.44%) Yarn
5 4 (1.95%) Dynamics 365
5 4 (1.95%) OpenShift
6 2 (0.98%) PaaS
7 1 (0.49%) Slack
Communications & Networking
1 13 (6.34%) HTTP
2 9 (4.39%) Internet
3 7 (3.41%) Hyperconnected
3 7 (3.41%) TCP/IP
4 2 (0.98%) F5 BIG-IP LTM
4 2 (0.98%) NetScaler
4 2 (0.98%) SSL
5 1 (0.49%) Intranet
Database & Business Intelligence
1 53 (25.85%) SQL Server
2 38 (18.54%) NoSQL
3 33 (16.10%) SQL Server 2016
4 26 (12.68%) Big Data
4 26 (12.68%) GIS
5 21 (10.24%) MySQL
6 15 (7.32%) Relational Database
7 8 (3.90%) SQL Server 2012
8 7 (3.41%) RDBMS
9 5 (2.44%) Apache Cassandra
9 5 (2.44%) MongoDB
10 4 (1.95%) SQL Server 2014
10 4 (1.95%) SQL Server Integration Services
10 4 (1.95%) SQL Server Reporting Services
11 3 (1.46%) DB2
12 2 (0.98%) SQLite
13 1 (0.49%) Hadoop
Development Applications
1 103 (50.24%) Git (software)
2 43 (20.98%) Visual Studio
3 37 (18.05%) Jenkins
4 26 (12.68%) NetBeans
5 19 (9.27%) JUnit
6 17 (8.29%) Cucumber
7 15 (7.32%) Selenium
7 15 (7.32%) webpack
8 14 (6.83%) JIRA
9 10 (4.88%) Grunt
9 10 (4.88%) Hudson
9 10 (4.88%) Maven
10 8 (3.90%) Jasmine
10 8 (3.90%) JMeter
10 8 (3.90%) Subversion
11 7 (3.41%) Appium
11 7 (3.41%) FitNesse
11 7 (3.41%) SpecFlow
12 6 (2.93%) Ant
13 5 (2.44%) ClearCase
General
1 27 (13.17%) Finance
2 14 (6.83%) Banking
3 12 (5.85%) Advertising
4 5 (2.44%) Marketing
5 4 (1.95%) Billing
5 4 (1.95%) Games
6 3 (1.46%) Retail
7 2 (0.98%) Investment Banking
7 2 (0.98%) Law
8 1 (0.49%) Publishing
Job Titles
1 118 (57.56%) Developer
2 68 (33.17%) Software Engineer
3 51 (24.88%) Java Engineer
4 48 (23.41%) Java Software Engineer
5 43 (20.98%) .NET Developer
6 31 (15.12%) Senior Developer
7 29 (14.15%) C# Software Engineer
7 29 (14.15%) Java Developer
8 22 (10.73%) Software Developer
9 20 (9.76%) Senior Java Engineer
9 20 (9.76%) Senior Java Software Engineer
9 20 (9.76%) Senior Software Engineer
10 16 (7.80%) C# Developer
11 15 (7.32%) Lead Developer
12 14 (6.83%) Senior Software Developer
13 10 (4.88%) C# .NET Developer
13 10 (4.88%) Graduate
13 10 (4.88%) Graduate Software Engineer
13 10 (4.88%) Junior
13 10 (4.88%) Senior C# Software Engineer
Libraries, Frameworks & Software Standards
1 79 (38.54%) .NET
2 75 (36.59%) HTML
3 67 (32.68%) AngularJS
4 61 (29.76%) CSS
5 53 (25.85%) JSON
6 42 (20.49%) SOAP
7 40 (19.51%) ASP.NET
7 40 (19.51%) Web Services
7 40 (19.51%) XML
8 35 (17.07%) ASP.NET MVC
9 34 (16.59%) ASP.NET Web API
9 34 (16.59%) Node.js
10 32 (15.61%) ASP.NET MVC 5
10 32 (15.61%) React
11 28 (13.66%) WPF
12 27 (13.17%) Entity Framework
13 26 (12.68%) .NET Framework
13 26 (12.68%) HTML5
13 26 (12.68%) Swing
14 25 (12.20%) WCF
Miscellaneous
1 26 (12.68%) Robotics
2 20 (9.76%) Enterprise Software
3 13 (6.34%) Greenfield Project
4 12 (5.85%) Analytical Skills
4 12 (5.85%) Computer Science
5 9 (4.39%) Fintech
6 5 (2.44%) Algorithms
6 5 (2.44%) Data Structures
6 5 (2.44%) Management Information System
7 4 (1.95%) Mobile App
7 4 (1.95%) User Experience
8 3 (1.46%) Self-Motivation
9 2 (0.98%) e-Learning
10 1 (0.49%) Analytical Mindset
10 1 (0.49%) Client/Server
10 1 (0.49%) Device Driver
10 1 (0.49%) Field-Programmable Gate Array
10 1 (0.49%) Graphic Design
10 1 (0.49%) Linux Command Line
Operating Systems
1 27 (13.17%) Windows
2 14 (6.83%) Linux
3 12 (5.85%) Apple iOS
4 9 (4.39%) Android
5 6 (2.93%) Unix
6 4 (1.95%) Mac OS X
7 1 (0.49%) CentOS
7 1 (0.49%) DC/OS
Processes & Methodologies
1 113 (55.12%) Agile Software Development
2 85 (41.46%) Software Engineering
3 62 (30.24%) TDD
4 43 (20.98%) MVC
5 40 (19.51%) BDD
5 40 (19.51%) Scrum
6 39 (19.02%) SOA
6 39 (19.02%) Web Application Development
7 33 (16.10%) Test Automation
8 31 (15.12%) OO
8 31 (15.12%) Unit Testing
9 30 (14.63%) Software Testing
10 28 (13.66%) Continuous Integration
10 28 (13.66%) Innovative Thinking
11 26 (12.68%) Storage Management
11 26 (12.68%) Visualisation
12 24 (11.71%) Microservices
13 23 (11.22%) Kanban
14 20 (9.76%) Web Development
15 15 (7.32%) Analytics
Programming Languages
1 112 (54.63%) C#
2 106 (51.71%) JavaScript
3 103 (50.24%) Java
4 63 (30.73%) SQL
5 38 (18.54%) C++
6 33 (16.10%) Python
7 26 (12.68%) Ruby
8 8 (3.90%) Perl
9 7 (3.41%) Java 8
10 6 (2.93%) Bash Shell
10 6 (2.93%) C
10 6 (2.93%) ES6
10 6 (2.93%) Shell Script
10 6 (2.93%) T-SQL
11 5 (2.44%) ES7
11 5 (2.44%) PL/SQL
12 3 (1.46%) Java 9
12 3 (1.46%) PHP
12 3 (1.46%) PowerShell
13 2 (0.98%) R
Qualifications
1 48 (23.41%) Degree
2 26 (12.68%) Numerate Degree
3 3 (1.46%) ISEB
3 3 (1.46%) ISTQB
3 3 (1.46%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 13 (6.34%) QA
System Software
1 18 (8.78%) Docker
Systems Management
1 13 (6.34%) Kubernetes
2 6 (2.93%) Opscode Chef
2 6 (2.93%) Puppet
3 5 (2.44%) Ansible
4 4 (1.95%) Salt
4 4 (1.95%) Systems Management Server (SMS)
5 2 (0.98%) Terraform
6 1 (0.49%) Consul
6 1 (0.49%) Marathon
6 1 (0.49%) Mesos
Vendors
1 13 (6.34%) Oracle
2 12 (5.85%) Facebook
2 12 (5.85%) Microsoft
3 6 (2.93%) Cognizant
3 6 (2.93%) Google
4 5 (2.44%) Apigee
5 4 (1.95%) IBM
5 4 (1.95%) Sybase
6 2 (0.98%) Atlassian
6 2 (0.98%) F5
6 2 (0.98%) MuleSoft
6 2 (0.98%) Xamarin
7 1 (0.49%) New Relic
7 1 (0.49%) Twitter