Period
to 18 March 2019

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

JSON
Scotland > Glasgow
6 months to
18 Mar 2019
Same period 2018 Same period 2017
Rank 81 58 81
Rank change year-on-year -23 +23 -3
Permanent jobs citing JSON 59 118 42
As % of all permanent IT jobs advertised in Glasgow 3.07% 5.03% 2.27%
As % of the Libraries, Frameworks & Software Standards category 6.43% 10.99% 5.69%
Number of salaries quoted 44 101 15
Glasgow median annual salary £46,500 £50,000 £40,000
Median salary % change year-on-year -7.00% +25.00% -11.11%
10th Percentile £32,500 £32,000 £36,750
90th Percentile £58,750 £63,750 £57,500
Scotland median annual salary £50,000 £50,000 £43,750
% change year-on-year - +14.29% -2.78%

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 918 1,074 738
As % of all permanent IT jobs advertised in Glasgow 47.84% 45.74% 39.87%
Number of salaries quoted 643 768 437
Glasgow median annual salary £46,500 £47,500 £42,500
Median salary % change year-on-year -2.11% +11.76% +6.25%
10th Percentile £32,300 £32,000 £28,900
90th Percentile £65,000 £70,000 £60,000
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

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 18 March 2019.

Salary histogram for JSON in Glasgow

For the 6 months to 18 March 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 Glasgow region with a requirement for JSON.

1 39 (66.10%) Agile Software Development
2 38 (64.41%) JavaScript
3 32 (54.24%) Java
4 27 (45.76%) HTML
4 27 (45.76%) SQL
5 26 (44.07%) C#
5 26 (44.07%) RESTful
6 25 (42.37%) Git (software)
6 25 (42.37%) Finance
7 21 (35.59%) CSS
7 21 (35.59%) Web Services
8 20 (33.90%) TDD
9 19 (32.20%) XML
9 19 (32.20%) REST
10 18 (30.51%) Jenkins
10 18 (30.51%) Enterprise Software
10 18 (30.51%) SOAP
11 16 (27.12%) MVC
12 15 (25.42%) OO
12 15 (25.42%) Analytical Skills
13 14 (23.73%) HTML5
13 14 (23.73%) Visual Studio
14 13 (22.03%) SQL Server Reporting Services
14 13 (22.03%) Spring
14 13 (22.03%) SQL Server
14 13 (22.03%) CSS3
14 13 (22.03%) Test Automation
14 13 (22.03%) Unit Testing
14 13 (22.03%) SDLC
15 12 (20.34%) AngularJS

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 (10.17%) JBoss
2 3 (5.08%) Cloud Foundry
2 3 (5.08%) Oracle SOA Suite
3 2 (3.39%) SharePoint
3 2 (3.39%) Umbraco
4 1 (1.69%) Jetty
4 1 (1.69%) nginx
4 1 (1.69%) WebSphere
Business Applications
1 7 (11.86%) Dynamics AX
2 4 (6.78%) Dynamics CRM
3 1 (1.69%) HFM
Cloud Services
1 11 (18.64%) Dynamics 365
2 6 (10.17%) npm
3 2 (3.39%) Firebase
3 2 (3.39%) Google Analytics
3 2 (3.39%) Microsoft Azure
4 1 (1.69%) SaaS
Communications & Networking
1 1 (1.69%) HTTP
1 1 (1.69%) TCP/IP
Database & Business Intelligence
1 13 (22.03%) SQL Server
1 13 (22.03%) SQL Server Reporting Services
2 12 (20.34%) SQL Server Integration Services
3 9 (15.25%) HSQLDB
4 5 (8.47%) SQL Server 2012
5 4 (6.78%) NoSQL
5 4 (6.78%) SQL Server 2014
6 3 (5.08%) Relational Database
7 2 (3.39%) MongoDB
7 2 (3.39%) Oracle Database
7 2 (3.39%) RDBMS
7 2 (3.39%) SQLite
8 1 (1.69%) Apache Cassandra
8 1 (1.69%) Data Warehouse
8 1 (1.69%) DB2
8 1 (1.69%) Essbase
8 1 (1.69%) Hadoop
8 1 (1.69%) Oracle ODI
Development Applications
1 25 (42.37%) Git (software)
2 18 (30.51%) Jenkins
3 14 (23.73%) Visual Studio
4 10 (16.95%) JUnit
5 9 (15.25%) Mockito
5 9 (15.25%) Selenium
6 8 (13.56%) Appium
6 8 (13.56%) Cucumber
7 7 (11.86%) FitNesse
7 7 (11.86%) Maven
7 7 (11.86%) SpecFlow
8 6 (10.17%) gulp
8 6 (10.17%) Mocha
8 6 (10.17%) TeamCity
9 5 (8.47%) Ant
10 3 (5.08%) IntelliJ
10 3 (5.08%) JIRA
11 2 (3.39%) Eclipse
11 2 (3.39%) Subversion
11 2 (3.39%) Xcode
General
1 25 (42.37%) Finance
2 5 (8.47%) Banking
3 2 (3.39%) Retail
4 1 (1.69%) Law
4 1 (1.69%) Multimedia
Job Titles
1 40 (67.80%) Developer
2 14 (23.73%) Java Developer
3 9 (15.25%) Team Leader
4 7 (11.86%) Automation Team Leader
4 7 (11.86%) Dynamics AX Developer
5 6 (10.17%) Front End Developer (Client-Side Developer)
6 5 (8.47%) Programmer
7 4 (6.78%) iOS Developer
7 4 (6.78%) Software Programmer
8 3 (5.08%) .NET Developer
8 3 (5.08%) Scala Developer
8 3 (5.08%) Senior Developer
8 3 (5.08%) Software Engineer
9 2 (3.39%) Architect
9 2 (3.39%) Full Stack Developer
9 2 (3.39%) Lead Architect
9 2 (3.39%) Senior Java Developer
9 2 (3.39%) Technical Architect
9 2 (3.39%) Technical Leader
9 2 (3.39%) Technical Team Leader
Libraries, Frameworks & Software Standards
1 27 (45.76%) HTML
2 26 (44.07%) RESTful
3 21 (35.59%) CSS
3 21 (35.59%) Web Services
4 19 (32.20%) REST
4 19 (32.20%) XML
5 18 (30.51%) SOAP
6 14 (23.73%) HTML5
7 13 (22.03%) CSS3
7 13 (22.03%) Spring
8 12 (20.34%) AngularJS
9 11 (18.64%) .NET
10 10 (16.95%) Hibernate
11 7 (11.86%) Ajax
11 7 (11.86%) DOM
11 7 (11.86%) Java EE
12 6 (10.17%) .NET Framework
12 6 (10.17%) Chai
13 5 (8.47%) DHTML
13 5 (8.47%) JMS
Miscellaneous
1 18 (30.51%) Enterprise Software
2 15 (25.42%) Analytical Skills
3 4 (6.78%) Mobile App
3 4 (6.78%) Virtual Team
4 3 (5.08%) User Experience
5 2 (3.39%) Reference Data
6 1 (1.69%) Greenfield Project
6 1 (1.69%) Linux Command Line
6 1 (1.69%) N-Tier
6 1 (1.69%) Video\Live Streaming
Operating Systems
1 12 (20.34%) Apple iOS
2 11 (18.64%) Android
3 4 (6.78%) Linux
4 1 (1.69%) Mac OS X
4 1 (1.69%) Unix
Processes & Methodologies
1 39 (66.10%) Agile Software Development
2 20 (33.90%) TDD
3 16 (27.12%) MVC
4 15 (25.42%) OO
5 13 (22.03%) SDLC
5 13 (22.03%) Test Automation
5 13 (22.03%) Unit Testing
6 11 (18.64%) Continuous Integration
7 10 (16.95%) Computer Science
7 10 (16.95%) Scrum
8 9 (15.25%) Analytics
8 9 (15.25%) Collaborative Working
8 9 (15.25%) Web Development
9 8 (13.56%) Acceptance Criteria
9 8 (13.56%) Problem-Solving
10 7 (11.86%) Continuous Improvement
10 7 (11.86%) Front End Development
10 7 (11.86%) Performance Optimisation
10 7 (11.86%) Performance Tuning
10 7 (11.86%) Software Engineering
Programming Languages
1 38 (64.41%) JavaScript
2 32 (54.24%) Java
3 27 (45.76%) SQL
4 26 (44.07%) C#
5 10 (16.95%) Python
6 7 (11.86%) X++
7 6 (10.17%) ES6
8 4 (6.78%) Apple Swift
8 4 (6.78%) Objective-C
9 3 (5.08%) Java 8
10 2 (3.39%) C
10 2 (3.39%) C++
10 2 (3.39%) Haskell
10 2 (3.39%) PL/SQL
10 2 (3.39%) Scala
10 2 (3.39%) TypeScript
11 1 (1.69%) Ruby
11 1 (1.69%) T-SQL
11 1 (1.69%) VBScript
Qualifications
1 10 (16.95%) Degree
2 6 (10.17%) Computer Science Degree
3 4 (6.78%) Master's Degree
Quality Assurance & Compliance
1 12 (20.34%) QA
System Software
1 2 (3.39%) Active Directory
Systems Management
1 4 (6.78%) Systems Management Server (SMS)
2 2 (3.39%) Single Sign-On
3 1 (1.69%) Opscode Chef
Vendors
1 9 (15.25%) Oracle
2 4 (6.78%) Apple
2 4 (6.78%) Microsoft
3 3 (5.08%) Google
4 2 (3.39%) Cognizant
4 2 (3.39%) IBM
4 2 (3.39%) Red Hat
5 1 (1.69%) Hyperion
5 1 (1.69%) Reuters
5 1 (1.69%) Sybase
5 1 (1.69%) TIBCO