Period
to 22 November 2017

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 22 November 2017 with a comparison to the same period in the previous 2 years.

JSON
Scotland > Edinburgh
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 120 94 79
Rank change year-on-year -26 -15 +29
Permanent jobs citing JSON 34 41 77
As % of all permanent IT jobs advertised in Edinburgh 1.25% 1.76% 2.54%
As % of the Libraries, Frameworks & Software Standards category 3.45% 5.32% 7.98%
Number of salaries quoted 15 14 93
Edinburgh median annual salary £35,000 £42,500 £45,000
Median salary % change year-on-year -17.65% -5.56% +25.00%
10th Percentile £30,000 £23,650 £32,600
90th Percentile £52,750 £50,000 £50,000
Scotland median annual salary £50,000 £46,500 £45,000
% change year-on-year +7.53% +3.33% +5.88%

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 986 771 965
As % of all permanent IT jobs advertised in Edinburgh 36.29% 33.01% 31.89%
Number of salaries quoted 637 544 641
Edinburgh median annual salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25% -
10th Percentile £28,000 £27,500 £26,250
90th Percentile £65,000 £59,750 £57,500
Scotland median annual salary £42,500 £40,000 £40,000
% change year-on-year +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 22 November 2017.

Salary histogram for JSON in Edinburgh

For the 6 months to 22 November 2017, IT jobs citing JSON 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 Edinburgh region with a requirement for JSON.

1 22 (64.71%) Java
2 18 (52.94%) Web Services
2 18 (52.94%) SSL
3 17 (50.00%) RESTful
4 16 (47.06%) Git (software)
4 16 (47.06%) SOAP
5 15 (44.12%) HTML
5 15 (44.12%) CSS
5 15 (44.12%) Spring
5 15 (44.12%) Software Engineering
5 15 (44.12%) Mentoring
6 14 (41.18%) Spring Security
6 14 (41.18%) Maven
6 14 (41.18%) SSH
6 14 (41.18%) AngularJS
6 14 (41.18%) JavaScript
6 14 (41.18%) Unix
6 14 (41.18%) Windows
7 13 (38.24%) JBoss
7 13 (38.24%) JDBC
7 13 (38.24%) GitLab
8 11 (32.35%) Infrastructure Management
8 11 (32.35%) Security Cleared
9 10 (29.41%) jQuery
10 9 (26.47%) Python
11 8 (23.53%) Web Development
11 8 (23.53%) Linux
11 8 (23.53%) XML
12 6 (17.65%) Django
12 6 (17.65%) Relational Database

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 13 (38.24%) JBoss
2 3 (8.82%) Apache
2 3 (8.82%) CMS
3 2 (5.88%) Moodle
4 1 (2.94%) Tomcat
Applications
1 4 (11.76%) Adobe Illustrator
1 4 (11.76%) InDesign
1 4 (11.76%) Microsoft Excel
1 4 (11.76%) Microsoft Office
1 4 (11.76%) Photoshop
Cloud Services
1 4 (11.76%) Amazon AWS
1 4 (11.76%) Amazon S3
2 1 (2.94%) GitHub
2 1 (2.94%) SaaS
Communications & Networking
1 18 (52.94%) SSL
2 14 (41.18%) SSH
3 4 (11.76%) HTTPS
4 3 (8.82%) Internet
Database & Business Intelligence
1 6 (17.65%) MySQL
1 6 (17.65%) Relational Database
2 3 (8.82%) SQL Server
Development Applications
1 16 (47.06%) Git (software)
2 14 (41.18%) Maven
3 13 (38.24%) GitLab
4 4 (11.76%) Dreamweaver
4 4 (11.76%) Subversion
5 1 (2.94%) Team Foundation Server
5 1 (2.94%) Visual Studio
General
1 5 (14.71%) Finance
2 2 (5.88%) Electronics
2 2 (5.88%) Manufacturing
2 2 (5.88%) Marketing
2 2 (5.88%) Telecoms
3 1 (2.94%) Advertising
3 1 (2.94%) Banking
Job Titles
1 23 (67.65%) Developer
2 10 (29.41%) Team Leader
3 9 (26.47%) Applications Developer
3 9 (26.47%) Java Team Leader
3 9 (26.47%) Web Developer
4 7 (20.59%) Java Developer
4 7 (20.59%) Lead Developer
4 7 (20.59%) Lead Java Developer
4 7 (20.59%) Web Applications Developer
5 6 (17.65%) Senior Developer
6 4 (11.76%) Applications Engineer
6 4 (11.76%) PHP Developer
6 4 (11.76%) Python Developer
6 4 (11.76%) Python Web Developer
6 4 (11.76%) Web Applications Engineer
6 4 (11.76%) Web Engineer
7 3 (8.82%) Senior PHP Developer
8 2 (5.88%) Development Team Leader
8 2 (5.88%) Java Development Team Leader
8 2 (5.88%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 18 (52.94%) Web Services
2 17 (50.00%) RESTful
3 16 (47.06%) SOAP
4 15 (44.12%) CSS
4 15 (44.12%) HTML
4 15 (44.12%) Spring
5 14 (41.18%) AngularJS
5 14 (41.18%) Spring Security
6 13 (38.24%) JDBC
7 10 (29.41%) jQuery
8 8 (23.53%) XML
9 6 (17.65%) Django
9 6 (17.65%) HTML5
9 6 (17.65%) LAMP
10 5 (14.71%) Ajax
10 5 (14.71%) Twitter Bootstrap
11 4 (11.76%) CSS3
11 4 (11.76%) REST
12 3 (8.82%) Node.js
12 3 (8.82%) React
Miscellaneous
1 4 (11.76%) e-Learning
1 4 (11.76%) Linux Command Line
2 3 (8.82%) Mobile App
3 2 (5.88%) VLE
4 1 (2.94%) Greenfield Project
Operating Systems
1 14 (41.18%) Unix
1 14 (41.18%) Windows
2 8 (23.53%) Linux
3 5 (14.71%) Android
4 1 (2.94%) Apple iOS
Processes & Methodologies
1 15 (44.12%) Mentoring
1 15 (44.12%) Software Engineering
2 11 (32.35%) Infrastructure Management
3 8 (23.53%) Web Development
4 5 (14.71%) Agile Software Development
5 4 (11.76%) OO
5 4 (11.76%) Responsive Web Design
5 4 (11.76%) Web Design
6 3 (8.82%) Continuous Integration
6 3 (8.82%) SOA
7 2 (5.88%) Business Intelligence
7 2 (5.88%) Content Management
7 2 (5.88%) Digital Marketing
7 2 (5.88%) Enterprise Content Management
7 2 (5.88%) Programme Management
7 2 (5.88%) Unit Testing
8 1 (2.94%) B2B
8 1 (2.94%) DevOps
8 1 (2.94%) iOS Development
8 1 (2.94%) OOD
Programming Languages
1 22 (64.71%) Java
2 14 (41.18%) JavaScript
3 9 (26.47%) Python
4 6 (17.65%) SQL
5 5 (14.71%) PHP
6 3 (8.82%) C#
7 2 (5.88%) T-SQL
8 1 (2.94%) Apple Swift
8 1 (2.94%) Objective-C
8 1 (2.94%) Perl
8 1 (2.94%) Ruby
Qualifications
1 11 (32.35%) Security Cleared
System Software
1 4 (11.76%) Virtual Servers
Vendors
1 6 (17.65%) Microsoft
2 4 (11.76%) Adobe
3 2 (5.88%) Oracle
3 2 (5.88%) Red Hat
3 2 (5.88%) SAP