Period
to 17 October 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 17 October 2018 with a comparison to the same period in the previous 2 years.

JSON
Scotland > Glasgow
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 106 46 88
Rank change year-on-year -60 +42 +3
Permanent jobs citing JSON 51 119 59
As % of all permanent IT jobs advertised in Glasgow 2.33% 5.33% 2.58%
As % of the Libraries, Frameworks & Software Standards category 5.26% 12.17% 5.53%
Number of salaries quoted 40 88 25
Glasgow median annual salary £39,250 £50,000 £45,000
Median salary % change year-on-year -21.50% +11.11% -
10th Percentile £32,000 £37,500 £30,000
90th Percentile £54,125 £55,000 £65,650
Scotland median annual salary £44,000 £50,000 £45,000
% change year-on-year -12.00% +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 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 970 978 1,067
As % of all permanent IT jobs advertised in Glasgow 44.27% 43.82% 46.63%
Number of salaries quoted 705 608 538
Glasgow median annual salary £49,000 £45,000 £40,000
Median salary % change year-on-year +8.89% +12.50% -
10th Percentile £32,500 £30,750 £28,750
90th Percentile £65,000 £67,500 £57,500
Scotland median annual salary £45,000 £42,000 £40,500
% change year-on-year +7.14% +3.70% +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 17 October 2018.

Salary histogram for JSON in Glasgow

For the 6 months to 17 October 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 30 (58.82%) XML
2 29 (56.86%) SQL
3 27 (52.94%) C#
4 25 (49.02%) RESTful
5 24 (47.06%) JavaScript
6 23 (45.10%) Agile Software Development
7 18 (35.29%) .NET
8 17 (33.33%) Visual Studio
8 17 (33.33%) AngularJS
9 16 (31.37%) HTML
9 16 (31.37%) Java
10 13 (25.49%) SOAP
10 13 (25.49%) MVC
10 13 (25.49%) Git (software)
11 12 (23.53%) Microsoft Azure
11 12 (23.53%) React
11 12 (23.53%) Web Services
11 12 (23.53%) ASP.NET
11 12 (23.53%) SQL Server
12 11 (21.57%) Python
12 11 (21.57%) Finance
12 11 (21.57%) Google
12 11 (21.57%) Dynamics 365
12 11 (21.57%) Test Automation
12 11 (21.57%) Jenkins
13 10 (19.61%) Analytics
13 10 (19.61%) Analytical Skills
13 10 (19.61%) Microservices
13 10 (19.61%) QA
13 10 (19.61%) Software Engineering

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 (11.76%) CMS
2 5 (9.80%) WebSphere
3 3 (5.88%) Elasticsearch
4 2 (3.92%) MQSeries
5 1 (1.96%) Oracle SOA Suite
5 1 (1.96%) WordPress
Business Applications
1 5 (9.80%) Dynamics CRM
Cloud Services
1 12 (23.53%) Microsoft Azure
2 11 (21.57%) Dynamics 365
3 7 (13.73%) npm
3 7 (13.73%) Office 365
4 4 (7.84%) Amazon AWS
5 3 (5.88%) Cloud Computing
5 3 (5.88%) IaaS
5 3 (5.88%) OpenShift
5 3 (5.88%) PaaS
5 3 (5.88%) SaaS
6 2 (3.92%) Firebase
6 2 (3.92%) Google Analytics
Communications & Networking
1 3 (5.88%) HTTP
2 2 (3.92%) SSL
3 1 (1.96%) Internet
3 1 (1.96%) Intranet
Database & Business Intelligence
1 12 (23.53%) SQL Server
2 8 (15.69%) NoSQL
2 8 (15.69%) SQL Server 2012
3 5 (9.80%) MySQL
4 4 (7.84%) SQL Server 2014
4 4 (7.84%) SQL Server Integration Services
4 4 (7.84%) SQL Server Reporting Services
5 2 (3.92%) Relational Database
5 2 (3.92%) SQLite
Development Applications
1 17 (33.33%) Visual Studio
2 13 (25.49%) Git (software)
3 11 (21.57%) Jenkins
4 8 (15.69%) Cucumber
5 7 (13.73%) Appium
5 7 (13.73%) Babel
5 7 (13.73%) FitNesse
5 7 (13.73%) Log4Net
5 7 (13.73%) NUnit
5 7 (13.73%) Rhino Mocks
5 7 (13.73%) Selenium
5 7 (13.73%) SpecFlow
5 7 (13.73%) webpack
6 4 (7.84%) Ant
6 4 (7.84%) GoogleTest
6 4 (7.84%) Gradle
7 3 (5.88%) Eclipse
7 3 (5.88%) WebDriver
8 2 (3.92%) JIRA
8 2 (3.92%) Xcode
General
1 11 (21.57%) Finance
2 6 (11.76%) Banking
3 2 (3.92%) Investment Banking
3 2 (3.92%) Law
3 2 (3.92%) Retail
4 1 (1.96%) Marketing
Job Titles
1 33 (64.71%) Developer
2 8 (15.69%) .NET Developer
3 7 (13.73%) Software Engineer
4 6 (11.76%) Senior Developer
5 5 (9.80%) CRM Developer
5 5 (9.80%) PHP Developer
6 4 (7.84%) Automation Team Leader
6 4 (7.84%) C# Developer
6 4 (7.84%) C++ Developer
6 4 (7.84%) Consultant
6 4 (7.84%) CRM Consultant
6 4 (7.84%) Developer/Software Engineer
6 4 (7.84%) Dynamics CRM Consultant
6 4 (7.84%) Dynamics CRM Developer
6 4 (7.84%) MySQL Developer
6 4 (7.84%) PHP MySQL Developer
6 4 (7.84%) Senior C++ Developer
6 4 (7.84%) Software Consultant
6 4 (7.84%) Team Leader
7 3 (5.88%) Web Developer
Libraries, Frameworks & Software Standards
1 30 (58.82%) XML
2 25 (49.02%) RESTful
3 18 (35.29%) .NET
4 17 (33.33%) AngularJS
5 16 (31.37%) HTML
6 13 (25.49%) SOAP
7 12 (23.53%) ASP.NET
7 12 (23.53%) React
7 12 (23.53%) Web Services
8 9 (17.65%) ASP.NET MVC
9 8 (15.69%) .NET Framework
9 8 (15.69%) CSS
9 8 (15.69%) WCF
10 7 (13.73%) ASP.NET Web API
10 7 (13.73%) HTML5
10 7 (13.73%) jQuery
10 7 (13.73%) NHibernate
10 7 (13.73%) Node.js
10 7 (13.73%) Spring.NET
10 7 (13.73%) XHTML
Miscellaneous
1 10 (19.61%) Analytical Skills
2 6 (11.76%) Enterprise Software
3 5 (9.80%) Computer Science
3 5 (9.80%) User Experience
4 3 (5.88%) Enterprise Cloud
5 2 (3.92%) Mobile App
Operating Systems
1 7 (13.73%) Windows
2 6 (11.76%) Android
2 6 (11.76%) Apple iOS
3 3 (5.88%) Linux
3 3 (5.88%) Mac OS X
3 3 (5.88%) Unix
Processes & Methodologies
1 23 (45.10%) Agile Software Development
2 13 (25.49%) MVC
3 11 (21.57%) Test Automation
4 10 (19.61%) Analytics
4 10 (19.61%) Microservices
4 10 (19.61%) Software Engineering
5 9 (17.65%) Collaborative Working
5 9 (17.65%) Continuous Integration
5 9 (17.65%) Unit Testing
6 8 (15.69%) API Development
6 8 (15.69%) OO
6 8 (15.69%) Project Management
7 7 (13.73%) Open Source
7 7 (13.73%) User Acceptance Testing
8 6 (11.76%) Continuous Delivery
8 6 (11.76%) Scrum
8 6 (11.76%) TDD
8 6 (11.76%) Web Development
9 5 (9.80%) CRM
9 5 (9.80%) Multithreading
Programming Languages
1 29 (56.86%) SQL
2 27 (52.94%) C#
3 24 (47.06%) JavaScript
4 16 (31.37%) Java
5 11 (21.57%) Python
6 7 (13.73%) PHP
7 6 (11.76%) T-SQL
8 5 (9.80%) C++
9 3 (5.88%) Bash Shell
9 3 (5.88%) PowerShell
10 2 (3.92%) Apple Swift
10 2 (3.92%) Objective-C
11 1 (1.96%) Go
11 1 (1.96%) Java 8
Qualifications
1 7 (13.73%) BPSS Clearance
2 5 (9.80%) Degree
3 3 (5.88%) ISEB
3 3 (5.88%) ISTQB
3 3 (5.88%) ISTQB Foundation Certification
4 2 (3.92%) Computer Science Degree
Quality Assurance & Compliance
1 10 (19.61%) QA
System Software
1 3 (5.88%) Docker
Systems Management
1 4 (7.84%) Systems Management Server (SMS)
2 3 (5.88%) Ansible
2 3 (5.88%) Kubernetes
Vendors
1 11 (21.57%) Google
2 9 (17.65%) Microsoft
3 4 (7.84%) IBM
3 4 (7.84%) Oracle
4 2 (3.92%) Apple
5 1 (1.96%) Sybase
5 1 (1.96%) Xamarin