Period
to

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 25 June 2022 with a comparison to the same period in the previous 2 years.

JSON
Scotland > Glasgow
6 months to
25 Jun 2022
Same period 2021 Same period 2020
Rank 110 88 58
Rank change year-on-year -22 -30 -1
Permanent jobs citing JSON 17 21 35
As % of all permanent jobs advertised in Glasgow 0.98% 1.50% 3.40%
As % of the Libraries, Frameworks & Software Standards category 2.54% 3.42% 7.04%
Number of salaries quoted 5 16 26
10th Percentile £54,250 £36,625 £37,000
25th Percentile £55,000 £38,438 £42,500
Median annual salary (50th Percentile) £63,500 £43,750 £50,000
Median % change year-on-year +45.14% -12.50% -
75th Percentile £77,500 £48,750 £54,500
90th Percentile £81,250 £54,375 £63,750
Scotland median annual salary £71,904 £47,500 £47,500
% change year-on-year +51.38% - -5.00%

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 670 614 497
As % of all permanent IT jobs advertised in Glasgow 38.55% 43.98% 48.30%
Number of salaries quoted 255 429 340
10th Percentile £35,500 £33,750 £32,500
25th Percentile £40,000 £37,500 £37,500
Median annual salary (50th Percentile) £55,000 £47,500 £45,000
Median % change year-on-year +15.79% +5.56% -
75th Percentile £67,500 £58,750 £55,000
90th Percentile £78,750 £70,000 £62,500
Scotland median annual salary £57,500 £50,000 £45,000
% change year-on-year +15.00% +11.11% -

JSON
Job Vacancy Trend in Glasgow

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

Job vacancy trend for JSON in Glasgow

JSON
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing JSON in Glasgow.

Salary trend for JSON in Glasgow

JSON
Salary Histogram in Glasgow

Salary distribution for jobs citing JSON in Glasgow over the 6 months to 25 June 2022.

Salary histogram for JSON in Glasgow

For the 6 months to 25 June 2022, 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 13 (76.47%) Agile
2 12 (70.59%) Jenkins
2 12 (70.59%) CI/CD
3 10 (58.82%) Confluence
3 10 (58.82%) REST
3 10 (58.82%) DevOps
4 9 (52.94%) JavaScript
5 8 (47.06%) SQL
6 7 (41.18%) Python
6 7 (41.18%) QA
7 6 (35.29%) Scrum
7 6 (35.29%) Linux
7 6 (35.29%) Kubernetes
7 6 (35.29%) Full Stack Development
8 5 (29.41%) Azure Monitor
8 5 (29.41%) Application Security
8 5 (29.41%) DataOps
8 5 (29.41%) API Integration
8 5 (29.41%) Power BI
8 5 (29.41%) Terraform
8 5 (29.41%) Windows Server
8 5 (29.41%) Digital Transformation Programme
8 5 (29.41%) Power Platform
8 5 (29.41%) Windows Server 2019
8 5 (29.41%) Azure Sentinel
8 5 (29.41%) Relational Database
8 5 (29.41%) Ansible
8 5 (29.41%) Hybrid Cloud
8 5 (29.41%) Tandem
8 5 (29.41%) Azure Active Directory

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 10 (58.82%) Confluence
2 2 (11.76%) Apache
3 1 (5.88%) Apache Airflow
3 1 (5.88%) Oracle Coherence
3 1 (5.88%) Tomcat
Cloud Services
1 5 (29.41%) Azure
1 5 (29.41%) Azure Active Directory
1 5 (29.41%) Azure Monitor
1 5 (29.41%) Azure Sentinel
1 5 (29.41%) IaaS
1 5 (29.41%) PaaS
1 5 (29.41%) Power Platform
2 1 (5.88%) Yarn
Database & Business Intelligence
1 5 (29.41%) Power BI
1 5 (29.41%) Relational Database
2 1 (5.88%) Apache Ignite
2 1 (5.88%) MongoDB
Development Applications
1 12 (70.59%) Jenkins
2 5 (29.41%) Atlassian Bamboo
2 5 (29.41%) Bitbucket
2 5 (29.41%) Git (software)
2 5 (29.41%) JIRA
3 2 (11.76%) JUnit
4 1 (5.88%) JMeter
4 1 (5.88%) Maven
4 1 (5.88%) Mockito
4 1 (5.88%) Oracle Forms
4 1 (5.88%) Postman
4 1 (5.88%) Selenium
4 1 (5.88%) SpecFlow
General
1 5 (29.41%) Publishing
2 4 (23.53%) Finance
3 2 (11.76%) Banking
4 1 (5.88%) Inclusion and Diversity
4 1 (5.88%) Retail
4 1 (5.88%) Retail Banking
4 1 (5.88%) Social Skills
Job Titles
1 8 (47.06%) Developer
2 5 (29.41%) Azure Engineer
2 5 (29.41%) Python Developer
3 2 (11.76%) Architect
3 2 (11.76%) Java Developer
3 2 (11.76%) Salesforce Architect
4 1 (5.88%) .NET Developer
4 1 (5.88%) .NET Software Developer
4 1 (5.88%) Automation Engineer
4 1 (5.88%) Full Stack Developer
4 1 (5.88%) QA Automation Engineer
4 1 (5.88%) QA Engineer
4 1 (5.88%) Senior Developer
4 1 (5.88%) Senior Java Developer
4 1 (5.88%) Software Developer
Libraries, Frameworks & Software Standards
1 10 (58.82%) REST
2 5 (29.41%) Django
2 5 (29.41%) SAML
2 5 (29.41%) XML
3 3 (17.65%) SOAP
3 3 (17.65%) Spring
3 3 (17.65%) Velocity
4 2 (11.76%) Visualforce
5 1 (5.88%) .NET
5 1 (5.88%) ActiveMQ
5 1 (5.88%) CSS
5 1 (5.88%) Hibernate
5 1 (5.88%) HTML
5 1 (5.88%) JDBC
5 1 (5.88%) JMS
5 1 (5.88%) Kafka
5 1 (5.88%) RESTful
5 1 (5.88%) Spring MVC
5 1 (5.88%) Web Services
5 1 (5.88%) YAML
Miscellaneous
1 5 (29.41%) Hybrid Cloud
1 5 (29.41%) Tandem
2 2 (11.76%) Legacy Systems
3 1 (5.88%) User Experience
Operating Systems
1 6 (35.29%) Linux
2 5 (29.41%) Windows
2 5 (29.41%) Windows Server
2 5 (29.41%) Windows Server 2019
Processes & Methodologies
1 13 (76.47%) Agile
2 12 (70.59%) CI/CD
3 10 (58.82%) DevOps
4 6 (35.29%) Full Stack Development
4 6 (35.29%) Scrum
5 5 (29.41%) API Integration
5 5 (29.41%) Application Security
5 5 (29.41%) Biometrics
5 5 (29.41%) Business Intelligence
5 5 (29.41%) DataOps
5 5 (29.41%) Digital Transformation Programme
5 5 (29.41%) Identity Management
5 5 (29.41%) OO
5 5 (29.41%) User Stories
5 5 (29.41%) Web Application Development
6 2 (11.76%) CRM
6 2 (11.76%) Data Modelling
6 2 (11.76%) Fintech
6 2 (11.76%) Migration
6 2 (11.76%) TDD
Programming Languages
1 9 (52.94%) JavaScript
2 8 (47.06%) SQL
3 7 (41.18%) Python
4 5 (29.41%) PowerShell
5 3 (17.65%) Java
6 2 (11.76%) Apex Code
6 2 (11.76%) C#
6 2 (11.76%) SOQL
7 1 (5.88%) C++
7 1 (5.88%) TypeScript
Qualifications
1 5 (29.41%) Security Cleared
2 1 (5.88%) Degree
Quality Assurance & Compliance
1 7 (41.18%) QA
System Software
1 5 (29.41%) Active Directory
2 1 (5.88%) GridGain
Systems Management
1 6 (35.29%) Kubernetes
2 5 (29.41%) Ansible
2 5 (29.41%) Terraform
3 1 (5.88%) Grafana
Vendors
1 5 (29.41%) Atlassian
2 2 (11.76%) Oracle
2 2 (11.76%) Salesforce.com
3 1 (5.88%) IBM