Period
to 20 July 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 20 July 2018 with a comparison to the same period in the previous 2 years.

JSON
Scotland > Glasgow
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 89 52 65
Rank change year-on-year -37 +13 +64
Permanent jobs citing JSON 81 107 113
As % of all permanent IT jobs advertised in Glasgow 3.31% 4.85% 4.34%
As % of the Libraries, Frameworks & Software Standards category 7.03% 11.02% 9.29%
Number of salaries quoted 57 68 74
Glasgow median annual salary £35,127 £50,000 £45,000
Median salary % change year-on-year -29.75% +11.11% -
10th Percentile £32,000 £33,750 £30,000
90th Percentile £53,000 £52,500 £64,750
Scotland median annual salary £37,500 £45,000 £45,000
% change year-on-year -16.67% - +5.88%

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 1,153 971 1,217
As % of all permanent IT jobs advertised in Glasgow 47.12% 44.06% 46.79%
Number of salaries quoted 842 595 602
Glasgow median annual salary £47,750 £45,000 £40,000
Median salary % change year-on-year +6.11% +12.50% -5.88%
10th Percentile £32,500 £28,250 £28,750
90th Percentile £70,000 £74,000 £60,000
Scotland median annual salary £45,000 £42,500 £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 20 July 2018.

Salary histogram for JSON in Glasgow

For the 6 months to 20 July 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 48 (59.26%) XML
2 45 (55.56%) JavaScript
2 45 (55.56%) Agile Software Development
3 44 (54.32%) HTML
4 37 (45.68%) AngularJS
5 36 (44.44%) C#
6 35 (43.21%) .NET
7 34 (41.98%) ASP.NET
7 34 (41.98%) SQL
8 32 (39.51%) React
9 31 (38.27%) MVC
10 30 (37.04%) ASP.NET MVC
11 29 (35.80%) Microsoft Azure
12 27 (33.33%) WCF
13 26 (32.10%) Node.js
14 24 (29.63%) Microservices
15 23 (28.40%) CSS
16 22 (27.16%) Web Services
16 22 (27.16%) Windows
16 22 (27.16%) webpack
16 22 (27.16%) Collaborative Working
17 21 (25.93%) ASP.NET Web API
18 20 (24.69%) API Development
18 20 (24.69%) Enzyme
18 20 (24.69%) Dynamics 365
18 20 (24.69%) npm
18 20 (24.69%) Jest
18 20 (24.69%) Babel
18 20 (24.69%) BPSS Clearance
18 20 (24.69%) Redux

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 (7.41%) CMS
2 2 (2.47%) WordPress
3 1 (1.23%) Elasticsearch
3 1 (1.23%) WebSphere
Applications
1 1 (1.23%) Adobe Illustrator
1 1 (1.23%) Photoshop
Business Applications
1 1 (1.23%) Dynamics CRM
Cloud Services
1 29 (35.80%) Microsoft Azure
2 20 (24.69%) Dynamics 365
2 20 (24.69%) npm
2 20 (24.69%) Office 365
3 13 (16.05%) PaaS
4 10 (12.35%) Cloud Computing
5 9 (11.11%) Amazon AWS
5 9 (11.11%) IaaS
5 9 (11.11%) SaaS
6 3 (3.70%) GitHub
7 1 (1.23%) OpenShift
Communications & Networking
1 13 (16.05%) HTTP
2 1 (1.23%) Internet
2 1 (1.23%) Intranet
2 1 (1.23%) SMS
Database & Business Intelligence
1 20 (24.69%) NoSQL
2 9 (11.11%) Relational Database
2 9 (11.11%) SQL Server
3 5 (6.17%) MySQL
4 2 (2.47%) DB2
5 1 (1.23%) Ingres
5 1 (1.23%) SQL Server 2012
5 1 (1.23%) SQL Server Reporting Services
Development Applications
1 22 (27.16%) webpack
2 20 (24.69%) Babel
2 20 (24.69%) Log4Net
2 20 (24.69%) NUnit
2 20 (24.69%) Rhino Mocks
3 10 (12.35%) Git (software)
4 7 (8.64%) Visual Studio
5 5 (6.17%) Jenkins
5 5 (6.17%) Subversion
5 5 (6.17%) Team Foundation Server
6 4 (4.94%) Ant
6 4 (4.94%) Gradle
7 3 (3.70%) Cucumber
8 2 (2.47%) Hudson
8 2 (2.47%) Jasmine
8 2 (2.47%) Karma Test Runner
8 2 (2.47%) Maven
8 2 (2.47%) Mocha
8 2 (2.47%) PostCSS
9 1 (1.23%) JIRA
General
1 9 (11.11%) Finance
2 4 (4.94%) Banking
2 4 (4.94%) Investment Banking
3 2 (2.47%) Law
3 2 (2.47%) Legal
4 1 (1.23%) Automotive
4 1 (1.23%) Marketing
Job Titles
1 62 (76.54%) Developer
2 19 (23.46%) .NET Developer
3 13 (16.05%) Senior Developer
4 9 (11.11%) Architect
4 9 (11.11%) C# Developer
4 9 (11.11%) Cloud Architect
5 8 (9.88%) Java Developer
6 7 (8.64%) Front End Developer (Client-Side Developer)
6 7 (8.64%) Full Stack Developer
6 7 (8.64%) JavaScript Developer
7 6 (7.41%) Senior C# Developer
7 6 (7.41%) Senior Full Stack Developer
8 5 (6.17%) PHP Developer
9 4 (4.94%) Digital Developer
9 4 (4.94%) Java Engineer
9 4 (4.94%) MySQL Developer
9 4 (4.94%) PHP MySQL Developer
9 4 (4.94%) Software Engineer
9 4 (4.94%) Web Developer
10 3 (3.70%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 48 (59.26%) XML
2 44 (54.32%) HTML
3 37 (45.68%) AngularJS
4 35 (43.21%) .NET
5 34 (41.98%) ASP.NET
6 32 (39.51%) React
7 30 (37.04%) ASP.NET MVC
8 27 (33.33%) WCF
9 26 (32.10%) Node.js
10 23 (28.40%) CSS
11 22 (27.16%) Web Services
12 21 (25.93%) ASP.NET Web API
13 20 (24.69%) Enzyme
13 20 (24.69%) Jest
13 20 (24.69%) NHibernate
13 20 (24.69%) Redux
13 20 (24.69%) RESTful
13 20 (24.69%) Spring.NET
13 20 (24.69%) XHTML
14 16 (19.75%) SOAP
Miscellaneous
1 10 (12.35%) Analytical Skills
2 9 (11.11%) Enterprise Cloud
3 5 (6.17%) User Experience
4 3 (3.70%) Data Centre
5 2 (2.47%) Computer Science
5 2 (2.47%) Derivative
5 2 (2.47%) Greenfield Project
5 2 (2.47%) OTC Derivatives
Operating Systems
1 22 (27.16%) Windows
2 12 (14.81%) Linux
3 6 (7.41%) Mac OS X
4 3 (3.70%) Mac OS
4 3 (3.70%) Unix
5 1 (1.23%) Android
Processes & Methodologies
1 45 (55.56%) Agile Software Development
2 31 (38.27%) MVC
3 24 (29.63%) Microservices
4 22 (27.16%) Collaborative Working
5 20 (24.69%) API Development
5 20 (24.69%) Open Source
6 18 (22.22%) Unit Testing
7 13 (16.05%) Business Analysis
7 13 (16.05%) Web Development
8 12 (14.81%) Project Management
8 12 (14.81%) Waterfall
9 11 (13.58%) Continuous Integration
10 9 (11.11%) Change Management
10 9 (11.11%) DevOps
10 9 (11.11%) Time Management
11 8 (9.88%) Scrum
12 7 (8.64%) Front End Development
12 7 (8.64%) OO
12 7 (8.64%) Software Engineering
13 6 (7.41%) API Design
Programming Languages
1 45 (55.56%) JavaScript
2 36 (44.44%) C#
3 34 (41.98%) SQL
4 19 (23.46%) Java
5 10 (12.35%) Python
6 9 (11.11%) PowerShell
7 8 (9.88%) PHP
8 5 (6.17%) T-SQL
9 2 (2.47%) Shell Script
10 1 (1.23%) Bash Shell
10 1 (1.23%) C++
10 1 (1.23%) VB.NET
Qualifications
1 20 (24.69%) BPSS Clearance
2 2 (2.47%) A+ Certification
2 2 (2.47%) Degree
3 1 (1.23%) Computer Science Degree
3 1 (1.23%) ISEB
3 1 (1.23%) ISTQB
3 1 (1.23%) ISTQB Foundation Certification
3 1 (1.23%) Master's Degree
Quality Assurance & Compliance
1 3 (3.70%) QA
2 2 (2.47%) Dodd-Frank
2 2 (2.47%) EMIR
2 2 (2.47%) MiFID
System Software
1 1 (1.23%) Docker
Systems Management
1 9 (11.11%) Ansible
2 1 (1.23%) Kubernetes
Vendors
1 6 (7.41%) Google
2 4 (4.94%) Oracle
3 2 (2.47%) Microsoft
3 2 (2.47%) Perforce
4 1 (1.23%) Adobe
4 1 (1.23%) IBM