Period
to 20 January 2020

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 20 January 2020 with a comparison to the same period in the previous 2 years.

JSON
Scotland > Edinburgh
6 months to
20 Jan 2020
Same period 2019 Same period 2018
Rank 82 82 126
Rank change year-on-year 0 +44 -34
Permanent jobs citing JSON 44 63 26
As % of all permanent IT jobs advertised in Edinburgh 2.38% 2.64% 0.99%
As % of the Libraries, Frameworks & Software Standards category 5.46% 6.63% 2.65%
Number of salaries quoted 27 41 10
Edinburgh median annual salary £52,500 £60,000 £43,750
Median salary % change year-on-year -12.50% +37.14% -2.78%
10th Percentile £37,250 £41,250 £34,600
90th Percentile £90,000 £70,000 £72,500
Scotland median annual salary £48,750 £50,000 £50,000
% change year-on-year -2.50% - +9.89%

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 806 950 980
As % of all permanent IT jobs advertised in Edinburgh 43.57% 39.78% 37.40%
Number of salaries quoted 455 610 648
Edinburgh median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -5.88%
10th Percentile £27,750 £31,250 £28,000
90th Percentile £74,000 £67,500 £65,000
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +3.66%

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 20 January 2020.

Salary histogram for JSON in Edinburgh

For the 6 months to 20 January 2020, 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 30 (68.18%) JavaScript
2 27 (61.36%) HTML
3 26 (59.09%) XML
4 23 (52.27%) Java
5 21 (47.73%) RESTful
6 18 (40.91%) MySQL
7 17 (38.64%) jQuery
8 15 (34.09%) Software Engineering
9 14 (31.82%) JMeter
9 14 (31.82%) Hibernate
9 14 (31.82%) JUnit
9 14 (31.82%) JSP
9 14 (31.82%) Servlets
9 14 (31.82%) Tomcat
9 14 (31.82%) JPA
9 14 (31.82%) Apache OpenJPA
9 14 (31.82%) AngularJS
10 12 (27.27%) CSS
11 11 (25.00%) Finance
12 10 (22.73%) Relational Database
12 10 (22.73%) REST
13 9 (20.45%) HTML5
13 9 (20.45%) Agile Software Development
14 8 (18.18%) Analytics
14 8 (18.18%) Visualisation
14 8 (18.18%) React
15 7 (15.91%) Kibana
15 7 (15.91%) Computer Science
15 7 (15.91%) Elasticsearch
15 7 (15.91%) Big Data

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 14 (31.82%) Tomcat
2 7 (15.91%) Elasticsearch
3 2 (4.55%) Apache
3 2 (4.55%) MQSeries
3 2 (4.55%) WebSphere
Applications
1 1 (2.27%) Chatbot
Cloud Services
1 3 (6.82%) OpenShift
2 1 (2.27%) Azure
Communications & Networking
1 2 (4.55%) SSL
Database & Business Intelligence
1 18 (40.91%) MySQL
2 10 (22.73%) Relational Database
3 7 (15.91%) Big Data
3 7 (15.91%) RDBMS
4 5 (11.36%) SQL Server
5 1 (2.27%) Azure SQL Database
5 1 (2.27%) SQL Server Integration Services
Development Applications
1 14 (31.82%) JMeter
1 14 (31.82%) JUnit
2 1 (2.27%) Eclipse
General
1 11 (25.00%) Finance
2 4 (9.09%) Telecoms
3 2 (4.55%) Banking
4 1 (2.27%) Games
Job Titles
1 17 (38.64%) Developer
2 15 (34.09%) Software Engineer
3 14 (31.82%) Java Engineer
3 14 (31.82%) Java Software Engineer
3 14 (31.82%) Senior Java Engineer
3 14 (31.82%) Senior Java Software Engineer
3 14 (31.82%) Senior Software Engineer
4 5 (11.36%) Front End Developer (Client-Side Developer)
5 4 (9.09%) Data Scientist
6 3 (6.82%) DevOps Specialist
6 3 (6.82%) Lead DevOps
6 3 (6.82%) Senior Developer
6 3 (6.82%) UI Developer
7 2 (4.55%) C# Developer
7 2 (4.55%) Integration Engineer
7 2 (4.55%) Python Developer
7 2 (4.55%) Python Web Developer
7 2 (4.55%) Python/Django Developer
7 2 (4.55%) Senior Integration Engineer
7 2 (4.55%) Web Developer
Libraries, Frameworks & Software Standards
1 27 (61.36%) HTML
2 26 (59.09%) XML
3 21 (47.73%) RESTful
4 17 (38.64%) jQuery
5 14 (31.82%) AngularJS
5 14 (31.82%) Apache OpenJPA
5 14 (31.82%) Hibernate
5 14 (31.82%) JPA
5 14 (31.82%) JSP
5 14 (31.82%) Servlets
6 12 (27.27%) CSS
7 10 (22.73%) REST
8 9 (20.45%) HTML5
9 8 (18.18%) React
10 6 (13.64%) Node.js
11 5 (11.36%) .NET
11 5 (11.36%) ASP.NET
12 4 (9.09%) SOAP
12 4 (9.09%) Vue.js
12 4 (9.09%) XSLT
Miscellaneous
1 5 (11.36%) Algorithms
2 4 (9.09%) User Experience
3 3 (6.82%) Greenfield Project
4 2 (4.55%) CMDB
5 1 (2.27%) Analytical Skills
5 1 (2.27%) Data Structures
5 1 (2.27%) Enterprise Software
Operating Systems
1 5 (11.36%) Linux
Processes & Methodologies
1 15 (34.09%) Software Engineering
2 9 (20.45%) Agile Software Development
3 8 (18.18%) Analytics
3 8 (18.18%) Visualisation
4 7 (15.91%) Computer Science
4 7 (15.91%) Data Visualisation
5 5 (11.36%) Data Analytics
5 5 (11.36%) Front End Development
5 5 (11.36%) Machine Learning
5 5 (11.36%) Microservices
5 5 (11.36%) MVC
6 4 (9.09%) Data Analysis
6 4 (9.09%) Data Modelling
6 4 (9.09%) Data Science
6 4 (9.09%) Statistical Modelling
6 4 (9.09%) Statistics
7 3 (6.82%) Continuous Integration
7 3 (6.82%) DevOps
7 3 (6.82%) Use Case
7 3 (6.82%) Web Application Development
Programming Languages
1 30 (68.18%) JavaScript
2 23 (52.27%) Java
3 7 (15.91%) Python
4 5 (11.36%) C#
4 5 (11.36%) SQL
5 4 (9.09%) R
6 1 (2.27%) PHP
6 1 (2.27%) PL/SQL
6 1 (2.27%) PowerShell
6 1 (2.27%) Shell Script
6 1 (2.27%) T-SQL
Quality Assurance & Compliance
1 4 (9.09%) QA
System Software
1 3 (6.82%) Docker
Systems Management
1 7 (15.91%) Kibana
2 3 (6.82%) Kubernetes
Vendors
1 2 (4.55%) Microsoft
1 2 (4.55%) Oracle
1 2 (4.55%) Red Hat
1 2 (4.55%) ServiceNow
2 1 (2.27%) Informatica
2 1 (2.27%) Salesforce.com