Period
to 10 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 10 December 2018 with a comparison to the same period in the previous 2 years.

JSON
Scotland > Glasgow
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 95 51 109
Rank change year-on-year -44 +58 -33
Permanent jobs citing JSON 53 112 23
As % of all permanent IT jobs advertised in Glasgow 2.51% 4.89% 1.12%
As % of the Libraries, Frameworks & Software Standards category 5.59% 11.16% 2.54%
Number of salaries quoted 44 91 7
Glasgow median annual salary £43,500 £50,000 £45,500
Median salary % change year-on-year -13.00% +9.89% +1.11%
10th Percentile £31,975 £37,500 £37,500
90th Percentile £52,800 £57,500 £67,250
Scotland median annual salary £46,500 £50,000 £47,500
% change year-on-year -7.00% +5.26% +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 Glasgow with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Glasgow
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 948 1,004 904
As % of all permanent IT jobs advertised in Glasgow 44.93% 43.86% 44.01%
Number of salaries quoted 677 641 510
Glasgow median annual salary £47,500 £47,500 £40,000
Median salary % change year-on-year - +18.75% -
10th Percentile £32,500 £31,500 £28,750
90th Percentile £65,000 £65,000 £57,500
Scotland median annual salary £45,500 £42,500 £40,500
% change year-on-year +7.06% +4.94% +1.25%

JSON
Job Vacancy Trend in Glasgow

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

Job vacancy trend for JSON in Glasgow

JSON
Salary Trend in Glasgow

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

Salary trend for JSON in Glasgow

JSON
Salary Histogram in Glasgow

The salary distribution of IT jobs citing JSON in Glasgow over the 6 months to 10 December 2018.

Salary histogram for JSON in Glasgow

For the 6 months to 10 December 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 Glasgow region with a requirement for JSON.

1 31 (58.49%) RESTful
2 29 (54.72%) JavaScript
2 29 (54.72%) SQL
3 27 (50.94%) C#
4 26 (49.06%) XML
5 22 (41.51%) Java
6 21 (39.62%) Visual Studio
6 21 (39.62%) Agile Software Development
7 20 (37.74%) Git (software)
8 18 (33.96%) Finance
9 17 (32.08%) SOAP
9 17 (32.08%) .NET
10 16 (30.19%) Web Services
11 15 (28.30%) MVC
11 15 (28.30%) Jenkins
12 14 (26.42%) Test Automation
12 14 (26.42%) QA
12 14 (26.42%) SQL Server
12 14 (26.42%) HTML
13 13 (24.53%) Microsoft
14 12 (22.64%) CSS
14 12 (22.64%) AngularJS
14 12 (22.64%) Analytics
14 12 (22.64%) SQL Server 2012
15 11 (20.75%) HTML5
15 11 (20.75%) Apple iOS
15 11 (20.75%) Banking
15 11 (20.75%) Software Engineering
15 11 (20.75%) Google
16 10 (18.87%) .NET Framework

JSON
Co-occurring IT Skills in Glasgow 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 6 (11.32%) CMS
2 5 (9.43%) WebSphere
3 2 (3.77%) Cloud Foundry
3 2 (3.77%) Elasticsearch
3 2 (3.77%) MQSeries
3 2 (3.77%) Oracle SOA Suite
3 2 (3.77%) SharePoint
3 2 (3.77%) Umbraco
4 1 (1.89%) JBoss
Business Applications
1 9 (16.98%) Dynamics CRM
Cloud Services
1 9 (16.98%) Dynamics 365
2 4 (7.55%) Microsoft Azure
3 2 (3.77%) Firebase
3 2 (3.77%) Google Analytics
3 2 (3.77%) OpenShift
4 1 (1.89%) Amazon AWS
4 1 (1.89%) npm
4 1 (1.89%) Office 365
4 1 (1.89%) SaaS
Communications & Networking
1 2 (3.77%) HTTP
1 2 (3.77%) SSL
2 1 (1.89%) Internet
Database & Business Intelligence
1 14 (26.42%) SQL Server
2 12 (22.64%) SQL Server 2012
3 10 (18.87%) SQL Server Reporting Services
4 8 (15.09%) SQL Server 2014
4 8 (15.09%) SQL Server Integration Services
5 5 (9.43%) MySQL
5 5 (9.43%) NoSQL
6 4 (7.55%) Relational Database
7 2 (3.77%) MongoDB
7 2 (3.77%) RDBMS
7 2 (3.77%) SQLite
8 1 (1.89%) Oracle Database
Development Applications
1 21 (39.62%) Visual Studio
2 20 (37.74%) Git (software)
3 15 (28.30%) Jenkins
4 10 (18.87%) Selenium
5 9 (16.98%) Appium
5 9 (16.98%) Cucumber
6 8 (15.09%) FitNesse
6 8 (15.09%) SpecFlow
7 5 (9.43%) Gradle
8 4 (7.55%) Eclipse
8 4 (7.55%) GoogleTest
9 3 (5.66%) Ant
10 2 (3.77%) Bitbucket
10 2 (3.77%) CocoaPods
10 2 (3.77%) JIRA
10 2 (3.77%) Subversion
10 2 (3.77%) WebDriver
10 2 (3.77%) Xcode
11 1 (1.89%) Rhino Mocks
11 1 (1.89%) Team Foundation Server
General
1 18 (33.96%) Finance
2 11 (20.75%) Banking
3 3 (5.66%) Law
4 2 (3.77%) Investment Banking
4 2 (3.77%) Retail
5 1 (1.89%) Marketing
5 1 (1.89%) Multimedia
Job Titles
1 32 (60.38%) Developer
2 8 (15.09%) Software Engineer
3 6 (11.32%) Automation Team Leader
3 6 (11.32%) Java Developer
3 6 (11.32%) Senior Developer
3 6 (11.32%) Team Leader
4 5 (9.43%) CRM Developer
4 5 (9.43%) PHP Developer
4 5 (9.43%) Programmer
5 4 (7.55%) .NET Developer
5 4 (7.55%) C++ Developer
5 4 (7.55%) Consultant
5 4 (7.55%) CRM Consultant
5 4 (7.55%) Dynamics CRM Consultant
5 4 (7.55%) Dynamics CRM Developer
5 4 (7.55%) iOS Developer
5 4 (7.55%) MySQL Developer
5 4 (7.55%) PHP MySQL Developer
5 4 (7.55%) Senior C++ Developer
5 4 (7.55%) Software Consultant
Libraries, Frameworks & Software Standards
1 31 (58.49%) RESTful
2 26 (49.06%) XML
3 17 (32.08%) .NET
3 17 (32.08%) SOAP
4 16 (30.19%) Web Services
5 14 (26.42%) HTML
6 12 (22.64%) AngularJS
6 12 (22.64%) CSS
7 11 (20.75%) HTML5
8 10 (18.87%) .NET Framework
9 9 (16.98%) CSS3
9 9 (16.98%) Java EE
9 9 (16.98%) REST
10 8 (15.09%) LINQ
11 7 (13.21%) jQuery
11 7 (13.21%) React
11 7 (13.21%) Spring
12 5 (9.43%) Ajax
13 4 (7.55%) JSP
13 4 (7.55%) ODBC
Miscellaneous
1 9 (16.98%) Analytical Skills
2 8 (15.09%) Enterprise Software
3 6 (11.32%) User Experience
4 4 (7.55%) Mobile App
5 1 (1.89%) Video\Live Streaming
Operating Systems
1 11 (20.75%) Apple iOS
2 10 (18.87%) Android
3 2 (3.77%) Linux
3 2 (3.77%) Mac OS X
3 2 (3.77%) Unix
4 1 (1.89%) Windows
Processes & Methodologies
1 21 (39.62%) Agile Software Development
2 15 (28.30%) MVC
3 14 (26.42%) Test Automation
4 12 (22.64%) Analytics
5 11 (20.75%) Software Engineering
6 10 (18.87%) OO
6 10 (18.87%) User Acceptance Testing
7 9 (16.98%) Continuous Integration
7 9 (16.98%) CRM
7 9 (16.98%) Scrum
7 9 (16.98%) Unit Testing
8 8 (15.09%) Computer Science
8 8 (15.09%) Customer Requirements
8 8 (15.09%) TDD
9 7 (13.21%) Acceptance Criteria
9 7 (13.21%) Continuous Improvement
9 7 (13.21%) Microservices
10 6 (11.32%) Web Development
11 5 (9.43%) Multithreading
12 4 (7.55%) Manual Testing
Programming Languages
1 29 (54.72%) JavaScript
1 29 (54.72%) SQL
2 27 (50.94%) C#
3 22 (41.51%) Java
4 9 (16.98%) Python
5 6 (11.32%) PHP
6 5 (9.43%) C++
7 4 (7.55%) Apple Swift
7 4 (7.55%) Objective-C
7 4 (7.55%) T-SQL
8 2 (3.77%) Bash Shell
8 2 (3.77%) Java 8
8 2 (3.77%) PL/SQL
8 2 (3.77%) TypeScript
9 1 (1.89%) C
9 1 (1.89%) Go
Qualifications
1 8 (15.09%) Degree
2 6 (11.32%) Computer Science Degree
3 4 (7.55%) Master's Degree
4 2 (3.77%) ISEB
4 2 (3.77%) ISTQB
4 2 (3.77%) ISTQB Foundation Certification
5 1 (1.89%) BPSS Clearance
Quality Assurance & Compliance
1 14 (26.42%) QA
System Software
1 2 (3.77%) Docker
Systems Management
1 8 (15.09%) Systems Management Server (SMS)
2 2 (3.77%) Kubernetes
Vendors
1 13 (24.53%) Microsoft
2 11 (20.75%) Google
3 8 (15.09%) Oracle
4 4 (7.55%) Apple
4 4 (7.55%) IBM
5 2 (3.77%) Cognizant
6 1 (1.89%) Red Hat
6 1 (1.89%) Sybase
6 1 (1.89%) Xamarin