Period
to 23 February 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 23 February 2018 with a comparison to the same period in the previous 2 years.

JSON
Scotland > Edinburgh
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 131 97 80
Rank change year-on-year -34 -17 +51
Permanent jobs citing JSON 21 34 72
As % of all permanent IT jobs advertised in Edinburgh 0.78% 1.55% 2.60%
As % of the Libraries, Frameworks & Software Standards category 2.15% 3.89% 8.47%
Number of salaries quoted 12 11 81
Edinburgh median annual salary £35,000 £45,000 £45,000
Median salary % change year-on-year -22.22% - +19.21%
10th Percentile £27,750 £29,750 £31,250
90th Percentile £68,625 £52,500 £52,500
Scotland median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +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 976 874 850
As % of all permanent IT jobs advertised in Edinburgh 36.31% 39.73% 30.64%
Number of salaries quoted 672 578 589
Edinburgh median annual salary £40,000 £42,500 £42,500
Median salary % change year-on-year -5.88% - +6.25%
10th Percentile £28,000 £29,750 £27,500
90th Percentile £65,000 £62,500 £59,000
Scotland median annual salary £42,500 £42,500 £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 23 February 2018.

Salary histogram for JSON in Edinburgh

For the 6 months to 23 February 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 13 (61.90%) XML
2 10 (47.62%) Web Services
3 9 (42.86%) HTML
3 9 (42.86%) JavaScript
4 8 (38.10%) CSS
4 8 (38.10%) Python
5 7 (33.33%) Java
5 7 (33.33%) SQL
5 7 (33.33%) C#
5 7 (33.33%) RESTful
5 7 (33.33%) Relational Database
6 6 (28.57%) REST
6 6 (28.57%) Agile Software Development
6 6 (28.57%) ASP.NET
6 6 (28.57%) SOAP
6 6 (28.57%) .NET
6 6 (28.57%) SQL Server
7 5 (23.81%) Linux
7 5 (23.81%) CSS3
7 5 (23.81%) HTML5
8 4 (19.05%) Git (software)
8 4 (19.05%) Software Engineering
8 4 (19.05%) jQuery
8 4 (19.05%) Unix
8 4 (19.05%) Windows
8 4 (19.05%) Microsoft
8 4 (19.05%) Finance
8 4 (19.05%) T-SQL
9 3 (14.29%) MySQL
9 3 (14.29%) Oracle

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 2 (9.52%) JBoss
1 2 (9.52%) Tomcat
2 1 (4.76%) Apache
2 1 (4.76%) CMS
Cloud Services
1 2 (9.52%) Amazon AWS
1 2 (9.52%) GitHub
1 2 (9.52%) Microsoft Azure
2 1 (4.76%) SaaS
Communications & Networking
1 2 (9.52%) DHCP
1 2 (9.52%) DNS
1 2 (9.52%) SMTP
1 2 (9.52%) SNMP
1 2 (9.52%) SSH
1 2 (9.52%) SSL
2 1 (4.76%) Firewall
2 1 (4.76%) LAN
2 1 (4.76%) SMS
2 1 (4.76%) WAN
Database & Business Intelligence
1 7 (33.33%) Relational Database
2 6 (28.57%) SQL Server
3 3 (14.29%) MySQL
3 3 (14.29%) PostgreSQL
4 2 (9.52%) RDBMS
5 1 (4.76%) Amazon DynamoDB
5 1 (4.76%) Cosmos DB
5 1 (4.76%) NoSQL
Development Applications
1 4 (19.05%) Git (software)
2 2 (9.52%) GitLab
2 2 (9.52%) Maven
2 2 (9.52%) Team Foundation Server
2 2 (9.52%) Visual Studio
3 1 (4.76%) Jasmine
3 1 (4.76%) Jenkins
3 1 (4.76%) JMeter
3 1 (4.76%) JUnit
3 1 (4.76%) Mocha
3 1 (4.76%) Protractor
General
1 4 (19.05%) Finance
2 2 (9.52%) Electronics
2 2 (9.52%) Manufacturing
2 2 (9.52%) Marketing
2 2 (9.52%) Telecoms
Job Titles
1 15 (71.43%) Developer
2 7 (33.33%) Applications Developer
3 5 (23.81%) Web Applications Developer
3 5 (23.81%) Web Developer
4 4 (19.05%) Software Developer
5 3 (14.29%) Applications Engineer
5 3 (14.29%) Web Applications Engineer
5 3 (14.29%) Web Engineer
6 2 (9.52%) Digital Developer
6 2 (9.52%) HTML CSS Developer
6 2 (9.52%) HTML Developer
6 2 (9.52%) Java Development Team Leader
6 2 (9.52%) Java Team Leader
6 2 (9.52%) Lead Developer
6 2 (9.52%) Lead Java Developer
6 2 (9.52%) Python Developer
6 2 (9.52%) Python Web Developer
6 2 (9.52%) Senior Developer
6 2 (9.52%) Senior Java Developer
6 2 (9.52%) Software Engineer
Libraries, Frameworks & Software Standards
1 13 (61.90%) XML
2 10 (47.62%) Web Services
3 9 (42.86%) HTML
4 8 (38.10%) CSS
5 7 (33.33%) RESTful
6 6 (28.57%) .NET
6 6 (28.57%) ASP.NET
6 6 (28.57%) REST
6 6 (28.57%) SOAP
7 5 (23.81%) CSS3
7 5 (23.81%) HTML5
8 4 (19.05%) jQuery
9 3 (14.29%) Ajax
9 3 (14.29%) AngularJS
9 3 (14.29%) Django
9 3 (14.29%) Spring
10 2 (9.52%) ASP.NET MVC
10 2 (9.52%) LESS
10 2 (9.52%) LINQ
10 2 (9.52%) Node.js
Miscellaneous
1 3 (14.29%) e-Learning
2 1 (4.76%) Hybrid Cloud
2 1 (4.76%) PKI
Operating Systems
1 5 (23.81%) Linux
2 4 (19.05%) Unix
2 4 (19.05%) Windows
3 2 (9.52%) CentOS
3 2 (9.52%) Mac OS X
Processes & Methodologies
1 6 (28.57%) Agile Software Development
2 4 (19.05%) Software Engineering
3 3 (14.29%) Web Development
4 2 (9.52%) Business Intelligence
4 2 (9.52%) Continuous Integration
4 2 (9.52%) Digital Marketing
4 2 (9.52%) Mentoring
4 2 (9.52%) MVC
4 2 (9.52%) OO
4 2 (9.52%) Open Source
4 2 (9.52%) Programme Management
4 2 (9.52%) Unit Testing
5 1 (4.76%) CRM
5 1 (4.76%) Data Integration
5 1 (4.76%) DevOps
5 1 (4.76%) Infrastructure Management
5 1 (4.76%) Load Balancing
5 1 (4.76%) Project Management
5 1 (4.76%) SDLC
5 1 (4.76%) TDD
Programming Languages
1 9 (42.86%) JavaScript
2 8 (38.10%) Python
3 7 (33.33%) C#
3 7 (33.33%) Java
3 7 (33.33%) SQL
4 4 (19.05%) T-SQL
5 2 (9.52%) Perl
5 2 (9.52%) Shell Script
6 1 (4.76%) PowerShell
6 1 (4.76%) TypeScript
System Software
1 2 (9.52%) NFS
2 1 (4.76%) Docker
Systems Management
1 2 (9.52%) Puppet
2 1 (4.76%) Opscode Chef
Vendors
1 4 (19.05%) Microsoft
2 3 (14.29%) Oracle
3 2 (9.52%) Red Hat
3 2 (9.52%) SAP