Period
to 22 August 2019

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 August 2019 with a comparison to the same period in the previous 2 years.

JSON
Scotland > Edinburgh
6 months to
22 Aug 2019
Same period 2018 Same period 2017
Rank 100 98 108
Rank change year-on-year -2 +10 -19
Permanent jobs citing JSON 58 52 35
As % of all permanent IT jobs advertised in Edinburgh 2.30% 2.05% 1.38%
As % of the Libraries, Frameworks & Software Standards category 5.85% 5.42% 3.63%
Number of salaries quoted 27 25 16
Edinburgh median annual salary £50,500 £60,000 £42,500
Median salary % change year-on-year -15.83% +41.18% -5.56%
10th Percentile £36,500 £34,500 £30,000
90th Percentile £112,500 £70,000 £52,500
Scotland median annual salary £46,500 £41,000 £47,500
% change year-on-year +13.41% -13.68% +5.56%

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 991 959 965
As % of all permanent IT jobs advertised in Edinburgh 39.31% 37.74% 37.96%
Number of salaries quoted 591 602 604
Edinburgh median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -11.11%
10th Percentile £28,750 £28,750 £28,975
90th Percentile £70,000 £65,000 £64,625
Scotland median annual salary £45,000 £45,000 £41,500
% change year-on-year - +8.43% -2.35%

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 August 2019.

Salary histogram for JSON in Edinburgh

For the 6 months to 22 August 2019, 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 29 (50.00%) XML
2 27 (46.55%) JavaScript
2 27 (46.55%) RESTful
3 25 (43.10%) Java
3 25 (43.10%) Software Engineering
4 24 (41.38%) HTML
5 21 (36.21%) Agile Software Development
6 19 (32.76%) Degree
7 18 (31.03%) Computer Science
7 18 (31.03%) MySQL
8 17 (29.31%) jQuery
9 16 (27.59%) .NET
9 16 (27.59%) Tomcat
9 16 (27.59%) Python
10 15 (25.86%) JPA
11 14 (24.14%) JSP
11 14 (24.14%) DevOps
12 13 (22.41%) Docker
12 13 (22.41%) Kubernetes
12 13 (22.41%) JMeter
12 13 (22.41%) Hibernate
12 13 (22.41%) Servlets
12 13 (22.41%) JUnit
12 13 (22.41%) REST
12 13 (22.41%) Apache OpenJPA
13 12 (20.69%) Continuous Integration
13 12 (20.69%) AWS
13 12 (20.69%) Linux
13 12 (20.69%) Computer Science Degree
14 11 (18.97%) Self-Motivation

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 16 (27.59%) Tomcat
2 3 (5.17%) Apache
3 1 (1.72%) IIS
3 1 (1.72%) JBoss
Cloud Services
1 12 (20.69%) AWS
2 8 (13.79%) Azure
3 7 (12.07%) OpenShift
4 6 (10.34%) Cloud Computing
5 5 (8.62%) Datadog
5 5 (8.62%) npm
6 1 (1.72%) Amazon EC2
6 1 (1.72%) IaaS
Communications & Networking
1 2 (3.45%) TCP/IP
Database & Business Intelligence
1 18 (31.03%) MySQL
2 10 (17.24%) SQL Server
3 5 (8.62%) Amazon RDS
3 5 (8.62%) Couchbase
3 5 (8.62%) Mixpanel
3 5 (8.62%) PostgreSQL
3 5 (8.62%) Relational Database
4 2 (3.45%) Data Warehouse
4 2 (3.45%) MariaDB
4 2 (3.45%) MongoDB
Development Applications
1 13 (22.41%) JMeter
1 13 (22.41%) JUnit
2 10 (17.24%) Jenkins
3 5 (8.62%) gulp
3 5 (8.62%) webpack
4 2 (3.45%) Cucumber
4 2 (3.45%) Git (software)
4 2 (3.45%) JIRA
5 1 (1.72%) Bitbucket Server
5 1 (1.72%) NUnit
5 1 (1.72%) SpecFlow
5 1 (1.72%) TeamCity
General
1 7 (12.07%) Finance
2 5 (8.62%) Games
3 1 (1.72%) Banking
3 1 (1.72%) Retail Banking
Job Titles
1 20 (34.48%) Software Engineer
2 17 (29.31%) Developer
2 17 (29.31%) Java Engineer
3 16 (27.59%) Java Software Engineer
4 14 (24.14%) Senior Java Engineer
4 14 (24.14%) Senior Software Engineer
5 13 (22.41%) Senior Java Software Engineer
6 10 (17.24%) Lead DevOps
7 8 (13.79%) C# Developer
7 8 (13.79%) DevOps Engineer
8 5 (8.62%) DevOps Specialist
8 5 (8.62%) Front End Developer (Client-Side Developer)
8 5 (8.62%) Lead DevOps Engineer
8 5 (8.62%) Programmer
9 3 (5.17%) Django Developer
9 3 (5.17%) Python Developer
9 3 (5.17%) Python Web Developer
9 3 (5.17%) Python/Django Developer
9 3 (5.17%) Web Developer
10 2 (3.45%) Test Manager
Libraries, Frameworks & Software Standards
1 29 (50.00%) XML
2 27 (46.55%) RESTful
3 24 (41.38%) HTML
4 17 (29.31%) jQuery
5 16 (27.59%) .NET
6 15 (25.86%) JPA
7 14 (24.14%) JSP
8 13 (22.41%) Apache OpenJPA
8 13 (22.41%) Hibernate
8 13 (22.41%) REST
8 13 (22.41%) Servlets
9 11 (18.97%) AngularJS
9 11 (18.97%) CSS
10 10 (17.24%) ASP.NET
11 8 (13.79%) Spring
12 7 (12.07%) Lambda Expressions
13 6 (10.34%) Angular 2
13 6 (10.34%) YAML
14 5 (8.62%) Ionic Framework
14 5 (8.62%) LAMP
Miscellaneous
1 11 (18.97%) Analytical Skills
1 11 (18.97%) Self-Motivation
2 8 (13.79%) Greenfield Project
3 6 (10.34%) User Experience
4 5 (8.62%) Mobile App
4 5 (8.62%) SIMD
5 1 (1.72%) Algorithms
5 1 (1.72%) Data Structures
Operating Systems
1 12 (20.69%) Linux
2 1 (1.72%) Windows
Processes & Methodologies
1 25 (43.10%) Software Engineering
2 21 (36.21%) Agile Software Development
3 18 (31.03%) Computer Science
4 14 (24.14%) DevOps
5 12 (20.69%) Continuous Integration
6 11 (18.97%) Mathematics
6 11 (18.97%) MVC
7 10 (17.24%) Test Automation
8 8 (13.79%) Microservices
9 6 (10.34%) Front End Development
9 6 (10.34%) OO
9 6 (10.34%) Physics
9 6 (10.34%) Software Delivery
9 6 (10.34%) Thought Leadership
10 5 (8.62%) Multithreaded Programming
10 5 (8.62%) Multithreading
10 5 (8.62%) Problem-Solving
10 5 (8.62%) TDD
10 5 (8.62%) Visualisation
10 5 (8.62%) XML Parsing
Programming Languages
1 27 (46.55%) JavaScript
2 25 (43.10%) Java
3 16 (27.59%) Python
4 11 (18.97%) C#
5 8 (13.79%) SQL
6 7 (12.07%) PowerShell
7 6 (10.34%) Bash Shell
7 6 (10.34%) ES6
7 6 (10.34%) Groovy
8 5 (8.62%) C
8 5 (8.62%) C++
8 5 (8.62%) TypeScript
9 3 (5.17%) PHP
9 3 (5.17%) T-SQL
10 2 (3.45%) PL/SQL
Qualifications
1 19 (32.76%) Degree
2 12 (20.69%) Computer Science Degree
System Software
1 13 (22.41%) Docker
2 1 (1.72%) Active Directory
Systems Management
1 13 (22.41%) Kubernetes
2 11 (18.97%) Opscode Chef
2 11 (18.97%) Terraform
3 6 (10.34%) Ansible
4 5 (8.62%) Consul
Vendors
1 3 (5.17%) Red Hat
2 1 (1.72%) Oracle