Period
to 19 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for JSON skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited JSON over the 6 months to 19 September 2018 with a comparison to the same period in the previous 2 years.

JSON
Scotland > Edinburgh
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 95 113 84
Rank change year-on-year +18 -29 +21
Permanent jobs citing JSON 56 37 53
As % of all permanent IT jobs advertised in Edinburgh 2.23% 1.40% 2.23%
As % of the Libraries, Frameworks & Software Standards category 5.82% 3.77% 7.31%
Number of salaries quoted 27 20 36
Edinburgh median annual salary £57,500 £41,250 £45,000
Median salary % change year-on-year +39.39% -8.33% -
10th Percentile £30,000 £30,000 £26,625
90th Percentile £70,000 £53,875 £50,000
Scotland median annual salary £42,250 £50,000 £45,000
% change year-on-year -15.50% +11.11% -

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

All Software Libraries and Frameworks
Edinburgh
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 963 981 725
As % of all permanent IT jobs advertised in Edinburgh 38.32% 37.10% 30.50%
Number of salaries quoted 603 629 499
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £28,750 £28,000 £26,250
90th Percentile £66,250 £64,000 £60,000
Scotland median annual salary £45,000 £41,500 £42,500
% change year-on-year +8.43% -2.35% +6.25%

JSON
Job Vacancy Trend in Edinburgh

Job postings citing JSON as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for JSON in Edinburgh

JSON
Salary Trend in Edinburgh

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

Salary trend for JSON in Edinburgh

JSON
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing JSON in Edinburgh over the 6 months to 19 September 2018.

Salary histogram for JSON in Edinburgh

For the 6 months to 19 September 2018, IT jobs citing JSON 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 Edinburgh region with a requirement for JSON.

1 34 (60.71%) Java
2 32 (57.14%) XML
3 28 (50.00%) JavaScript
4 25 (44.64%) Agile Software Development
5 21 (37.50%) OO
5 21 (37.50%) REST
6 19 (33.93%) Software Engineering
6 19 (33.93%) RESTful
7 17 (30.36%) Git (software)
7 17 (30.36%) SQL
8 16 (28.57%) Degree
8 16 (28.57%) Continuous Integration
8 16 (28.57%) PowerShell
9 15 (26.79%) HTML
10 14 (25.00%) C#
10 14 (25.00%) Finance
11 13 (23.21%) .NET
11 13 (23.21%) MVC
11 13 (23.21%) Test Automation
12 12 (21.43%) DevOps
12 12 (21.43%) Continuous Delivery
12 12 (21.43%) SQL Server
12 12 (21.43%) Python
12 12 (21.43%) SOAP
13 11 (19.64%) Web Services
13 11 (19.64%) Windows
13 11 (19.64%) TeamCity
13 11 (19.64%) API Testing
13 11 (19.64%) Analytical Skills
13 11 (19.64%) Ansible

JSON
Co-occurring IT Skills in Edinburgh 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 10 (17.86%) IIS
2 8 (14.29%) Tomcat
3 4 (7.14%) WebSphere
4 2 (3.57%) Apache
4 2 (3.57%) Elasticsearch
5 1 (1.79%) Apache Spark
5 1 (1.79%) Moodle
Applications
1 1 (1.79%) 3ds Max
1 1 (1.79%) Adobe Illustrator
1 1 (1.79%) Maya
1 1 (1.79%) Photoshop
Business Applications
1 2 (3.57%) Payment Gateway
Cloud Services
1 7 (12.50%) Amazon AWS
1 7 (12.50%) Microsoft Azure
2 6 (10.71%) Cloud Computing
2 6 (10.71%) IaaS
2 6 (10.71%) PaaS
2 6 (10.71%) SaaS
3 3 (5.36%) GitHub
4 2 (3.57%) npm
5 1 (1.79%) Google Cloud Platform
Communications & Networking
1 5 (8.93%) HTTPS
2 4 (7.14%) FTP
2 4 (7.14%) HTTP
2 4 (7.14%) WinSCP
3 1 (1.79%) Internet
3 1 (1.79%) SSL
Database & Business Intelligence
1 12 (21.43%) SQL Server
2 9 (16.07%) MySQL
3 4 (7.14%) Relational Database
4 2 (3.57%) RDBMS
5 1 (1.79%) Hadoop
5 1 (1.79%) MongoDB
5 1 (1.79%) NoSQL
Development Applications
1 17 (30.36%) Git (software)
2 11 (19.64%) Jenkins
2 11 (19.64%) TeamCity
3 10 (17.86%) Cucumber
3 10 (17.86%) NUnit
3 10 (17.86%) SpecFlow
4 5 (8.93%) JMeter
4 5 (8.93%) JUnit
5 4 (7.14%) ClearCase
5 4 (7.14%) XMLSpy
6 2 (3.57%) Babel
6 2 (3.57%) SoapUI
6 2 (3.57%) Subversion
6 2 (3.57%) Team Foundation Server
6 2 (3.57%) Visual Studio
6 2 (3.57%) webpack
7 1 (1.79%) Bower
7 1 (1.79%) Grunt
7 1 (1.79%) gulp
7 1 (1.79%) Phabricator
General
1 14 (25.00%) Finance
2 5 (8.93%) Banking
3 1 (1.79%) Games
Job Titles
1 27 (48.21%) Developer
2 23 (41.07%) Software Engineer
3 21 (37.50%) Java Engineer
4 20 (35.71%) Java Software Engineer
5 12 (21.43%) Software Developer
6 10 (17.86%) .NET Developer
6 10 (17.86%) .NET Software Developer
6 10 (17.86%) .NET Software Engineer
6 10 (17.86%) C# Developer
6 10 (17.86%) C# Software Developer
6 10 (17.86%) C# Software Engineer
6 10 (17.86%) Developer in Test
6 10 (17.86%) Development Engineer
6 10 (17.86%) Java Developer
6 10 (17.86%) Java Software Developer
6 10 (17.86%) JavaScript Developer
6 10 (17.86%) Software Development Engineer
6 10 (17.86%) Software Test Engineer
6 10 (17.86%) Test Development Engineer
6 10 (17.86%) Test Engineer
Libraries, Frameworks & Software Standards
1 32 (57.14%) XML
2 21 (37.50%) REST
3 19 (33.93%) RESTful
4 15 (26.79%) HTML
5 13 (23.21%) .NET
6 12 (21.43%) SOAP
7 11 (19.64%) Web Services
8 10 (17.86%) ASP.NET Web API
8 10 (17.86%) Gherkin
9 9 (16.07%) jQuery
10 8 (14.29%) JSP
11 7 (12.50%) CSS
12 5 (8.93%) Apache OpenJPA
12 5 (8.93%) Hibernate
12 5 (8.93%) HTML5
12 5 (8.93%) JPA
12 5 (8.93%) Node.js
12 5 (8.93%) React
12 5 (8.93%) Servlets
13 4 (7.14%) IBM Integration Bus
Miscellaneous
1 11 (19.64%) Analytical Skills
2 8 (14.29%) Computer Science
3 7 (12.50%) Data Structures
4 6 (10.71%) Enterprise Cloud
5 5 (8.93%) User Experience
6 4 (7.14%) DataPower
6 4 (7.14%) SWIFT
7 3 (5.36%) Mobile App
8 2 (3.57%) Graphic Design
9 1 (1.79%) Augmented Reality
9 1 (1.79%) Client/Server
9 1 (1.79%) Fintech
9 1 (1.79%) Self-Motivation
9 1 (1.79%) VLE
Operating Systems
1 11 (19.64%) Windows
2 9 (16.07%) Linux
3 5 (8.93%) CentOS
4 4 (7.14%) Apple iOS
4 4 (7.14%) Unix
5 3 (5.36%) Android
6 1 (1.79%) Mac OS X
Processes & Methodologies
1 25 (44.64%) Agile Software Development
2 21 (37.50%) OO
3 19 (33.93%) Software Engineering
4 16 (28.57%) Continuous Integration
5 13 (23.21%) MVC
5 13 (23.21%) Test Automation
6 12 (21.43%) Continuous Delivery
6 12 (21.43%) DevOps
7 11 (19.64%) API Testing
7 11 (19.64%) Open Source
8 10 (17.86%) Agile Testing
8 10 (17.86%) BDD
8 10 (17.86%) Process Improvement
8 10 (17.86%) Scenario Testing
8 10 (17.86%) SDET
8 10 (17.86%) Software Testing
8 10 (17.86%) TDD
8 10 (17.86%) Test Scripting
8 10 (17.86%) User Stories
9 9 (16.07%) Unit Testing
Programming Languages
1 34 (60.71%) Java
2 28 (50.00%) JavaScript
3 17 (30.36%) SQL
4 16 (28.57%) PowerShell
5 14 (25.00%) C#
6 12 (21.43%) Python
7 5 (8.93%) Bash Shell
8 4 (7.14%) PL/SQL
9 3 (5.36%) PHP
10 1 (1.79%) C
10 1 (1.79%) C++
Qualifications
1 16 (28.57%) Degree
2 6 (10.71%) Computer Science Degree
Quality Assurance & Compliance
1 4 (7.14%) SEPA
System Software
1 10 (17.86%) Active Directory
2 2 (3.57%) Docker
Systems Management
1 11 (19.64%) Ansible
2 4 (7.14%) HP Quality Center
3 2 (3.57%) Opscode Chef
3 2 (3.57%) Puppet
4 1 (1.79%) Consul
4 1 (1.79%) Single Sign-On
4 1 (1.79%) Terraform
Vendors
1 6 (10.71%) Oracle
1 6 (10.71%) Red Hat
2 4 (7.14%) HP
2 4 (7.14%) Remedy
3 2 (3.57%) Google
4 1 (1.79%) Adobe
4 1 (1.79%) Intel
4 1 (1.79%) Rackspace
4 1 (1.79%) Splunk