Period
to 21 April 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 21 April 2018 with a comparison to the same period in the previous 2 years.

JSON
Scotland > Glasgow
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 67 77 66
Rank change year-on-year +10 -11 +37
Permanent jobs citing JSON 113 55 105
As % of all permanent IT jobs advertised in Glasgow 4.59% 2.91% 3.97%
As % of the Libraries, Frameworks & Software Standards category 9.73% 6.90% 9.55%
Number of salaries quoted 92 21 86
Glasgow median annual salary £50,000 £40,000 £45,000
Median salary % change year-on-year +25.00% -11.11% -14.29%
10th Percentile £32,000 £28,250 £30,000
90th Percentile £65,000 £57,500 £64,875
Scotland median annual salary £48,500 £42,500 £45,000
% change year-on-year +14.12% -5.56% +9.76%

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 1,161 797 1,099
As % of all permanent IT jobs advertised in Glasgow 47.16% 42.12% 41.53%
Number of salaries quoted 848 456 628
Glasgow median annual salary £47,500 £44,471 £40,000
Median salary % change year-on-year +6.81% +11.18% -
10th Percentile £32,350 £28,475 £27,500
90th Percentile £70,000 £64,375 £57,500
Scotland median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% +5.00%

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 21 April 2018.

Salary histogram for JSON in Glasgow

For the 6 months to 21 April 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 72 (63.72%) JavaScript
2 62 (54.87%) Agile Software Development
3 60 (53.10%) HTML
4 57 (50.44%) AngularJS
5 51 (45.13%) XML
6 50 (44.25%) MVC
7 48 (42.48%) REST
8 46 (40.71%) Java
9 45 (39.82%) CSS
10 43 (38.05%) SQL
11 42 (37.17%) C#
11 42 (37.17%) .NET
11 42 (37.17%) ASP.NET
11 42 (37.17%) React
12 40 (35.40%) ASP.NET MVC
13 34 (30.09%) Web Services
14 31 (27.43%) WCF
15 29 (25.66%) jQuery
15 29 (25.66%) SOAP
16 27 (23.89%) CSS3
16 27 (23.89%) Ember.js
17 25 (22.12%) HTML5
18 24 (21.24%) Node.js
19 22 (19.47%) Scrum
20 21 (18.58%) .NET Framework
20 21 (18.58%) Microsoft Azure
21 19 (16.81%) Git (software)
21 19 (16.81%) ASP.NET Web API
21 19 (16.81%) Spring
21 19 (16.81%) Finance

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 5 (4.42%) Drupal
2 2 (1.77%) Oracle Coherence
3 1 (0.88%) Alfresco
3 1 (0.88%) CMS
3 1 (0.88%) JBoss
3 1 (0.88%) WebLogic
3 1 (0.88%) WebSphere
3 1 (0.88%) WebSphere Application Server
3 1 (0.88%) WordPress
Applications
1 1 (0.88%) Adobe Illustrator
1 1 (0.88%) Photoshop
Business Applications
1 1 (0.88%) Dynamics CRM
Cloud Services
1 21 (18.58%) Microsoft Azure
2 14 (12.39%) Dynamics 365
2 14 (12.39%) npm
2 14 (12.39%) Office 365
3 10 (8.85%) PaaS
4 7 (6.19%) Cloud Computing
5 6 (5.31%) Amazon AWS
5 6 (5.31%) IaaS
5 6 (5.31%) SaaS
6 3 (2.65%) GitHub
Communications & Networking
1 17 (15.04%) HTTP
2 1 (0.88%) SMS
Database & Business Intelligence
1 14 (12.39%) NoSQL
2 13 (11.50%) SQL Server
3 9 (7.96%) Relational Database
4 5 (4.42%) SQL Server Reporting Services
5 2 (1.77%) DB2
5 2 (1.77%) MongoDB
6 1 (0.88%) Azure SQL Database
6 1 (0.88%) Ingres
Development Applications
1 19 (16.81%) Git (software)
2 16 (14.16%) webpack
3 14 (12.39%) Babel
3 14 (12.39%) Log4Net
3 14 (12.39%) NUnit
3 14 (12.39%) Rhino Mocks
4 9 (7.96%) Jenkins
4 9 (7.96%) Maven
5 8 (7.08%) Subversion
6 6 (5.31%) Ant
6 6 (5.31%) Gradle
6 6 (5.31%) JIRA
7 5 (4.42%) Octopus Deploy
8 4 (3.54%) GitLab
9 3 (2.65%) PHPUnit
9 3 (2.65%) Team Foundation Server
9 3 (2.65%) Visual Studio
10 2 (1.77%) IntelliJ
10 2 (1.77%) Karma Test Runner
10 2 (1.77%) Mocha
General
1 19 (16.81%) Finance
2 7 (6.19%) Advertising
2 7 (6.19%) Banking
2 7 (6.19%) Investment Banking
3 5 (4.42%) Automotive
4 2 (1.77%) Legal
Job Titles
1 99 (87.61%) Developer
2 39 (34.51%) Senior Developer
3 22 (19.47%) Full Stack Developer
3 22 (19.47%) Java Developer
3 22 (19.47%) JavaScript Developer
4 19 (16.81%) .NET Developer
5 17 (15.04%) C# Developer
5 17 (15.04%) Senior C# Developer
5 17 (15.04%) Senior Full Stack Developer
6 10 (8.85%) Senior Java Developer
6 10 (8.85%) Senior JavaScript Developer
7 6 (5.31%) Architect
7 6 (5.31%) Cloud Architect
8 5 (4.42%) ASP.NET Developer
8 5 (4.42%) PHP Developer
8 5 (4.42%) Software Developer
8 5 (4.42%) Software Engineer
9 4 (3.54%) Front End Developer (Client-Side Developer)
10 3 (2.65%) Java Engineer
10 3 (2.65%) Junior PHP Developer
Libraries, Frameworks & Software Standards
1 60 (53.10%) HTML
2 57 (50.44%) AngularJS
3 51 (45.13%) XML
4 48 (42.48%) REST
5 45 (39.82%) CSS
6 42 (37.17%) .NET
6 42 (37.17%) ASP.NET
6 42 (37.17%) React
7 40 (35.40%) ASP.NET MVC
8 34 (30.09%) Web Services
9 31 (27.43%) WCF
10 29 (25.66%) jQuery
10 29 (25.66%) SOAP
11 27 (23.89%) CSS3
11 27 (23.89%) Ember.js
12 25 (22.12%) HTML5
13 24 (21.24%) Node.js
14 21 (18.58%) .NET Framework
15 19 (16.81%) ASP.NET Web API
15 19 (16.81%) Spring
Miscellaneous
1 6 (5.31%) Analytical Skills
1 6 (5.31%) Enterprise Cloud
2 4 (3.54%) Greenfield Project
2 4 (3.54%) Linux Command Line
3 3 (2.65%) Computer Science
3 3 (2.65%) Data Centre
4 2 (1.77%) Derivative
4 2 (1.77%) OTC Derivatives
5 1 (0.88%) User Experience
Operating Systems
1 16 (14.16%) Linux
1 16 (14.16%) Windows
2 7 (6.19%) Unix
3 5 (4.42%) Mac OS X
4 3 (2.65%) Mac OS
5 1 (0.88%) Android
Processes & Methodologies
1 62 (54.87%) Agile Software Development
2 50 (44.25%) MVC
3 22 (19.47%) Scrum
4 18 (15.93%) BDD
4 18 (15.93%) Microservices
4 18 (15.93%) Unit Testing
5 17 (15.04%) TDD
6 16 (14.16%) Web Development
7 15 (13.27%) Collaborative Working
8 14 (12.39%) API Development
8 14 (12.39%) Open Source
9 12 (10.62%) Continuous Integration
10 10 (8.85%) Business Analysis
10 10 (8.85%) Waterfall
11 9 (7.96%) Continuous Improvement
12 8 (7.08%) Software Engineering
13 7 (6.19%) Front End Development
13 7 (6.19%) Mentoring
13 7 (6.19%) Project Management
13 7 (6.19%) Stakeholder Management
Programming Languages
1 72 (63.72%) JavaScript
2 46 (40.71%) Java
3 43 (38.05%) SQL
4 42 (37.17%) C#
5 10 (8.85%) PHP
6 6 (5.31%) PowerShell
6 6 (5.31%) Python
7 5 (4.42%) VB.NET
8 4 (3.54%) T-SQL
9 3 (2.65%) PHP 7
10 2 (1.77%) Java 8
10 2 (1.77%) Shell Script
11 1 (0.88%) Bash Shell
11 1 (0.88%) Scala
Qualifications
1 14 (12.39%) BPSS Clearance
2 3 (2.65%) Degree
3 2 (1.77%) A+ Certification
3 2 (1.77%) Computer Science Degree
4 1 (0.88%) Master's Degree
4 1 (0.88%) Numerate Degree
Quality Assurance & Compliance
1 2 (1.77%) Dodd-Frank
1 2 (1.77%) EMIR
1 2 (1.77%) MiFID
Systems Management
1 6 (5.31%) Ansible
Vendors
1 3 (2.65%) Oracle
2 2 (1.77%) IBM
2 2 (1.77%) Perforce
2 2 (1.77%) Reuters
3 1 (0.88%) Adobe
3 1 (0.88%) Microsoft