JSON Job Trends in Edinburgh

JSON
Scotland > Edinburgh

The table below provides summary statistics and salary benchmarking for jobs advertised in Edinburgh requiring JSON skills. It covers vacancies from the 6 months leading up to 18 September 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Sep 2025
Same period 2024 Same period 2023
Rank 68 87 94
Rank change year-on-year +19 +7 +24
Permanent jobs citing JSON 14 3 13
As % of all permanent jobs advertised in Edinburgh 1.79% 0.24% 1.15%
As % of the Libraries, Frameworks & Software Standards category 14.43% 0.88% 3.39%
Number of salaries quoted 0 1 12
10th Percentile - - £52,489
25th Percentile - £62,500 £68,718
Median annual salary (50th Percentile) - £65,000 £75,554
Median % change year-on-year - -13.97% +8.79%
75th Percentile - £67,500 £96,539
90th Percentile - - -
Scotland median annual salary £50,000 £54,750 £70,576
% change year-on-year -8.68% -22.42% +1.62%

All Software Libraries and Frameworks
Edinburgh

JSON falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in Edinburgh.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 97 341 384
As % of all permanent jobs advertised in Edinburgh 12.42% 26.96% 34.07%
Number of salaries quoted 43 215 310
10th Percentile £29,250 £40,000 £42,874
25th Percentile £48,750 £48,250 £49,063
Median annual salary (50th Percentile) £60,000 £65,000 £65,351
Median % change year-on-year -7.69% -0.54% +8.92%
75th Percentile £80,625 £73,886 £78,491
90th Percentile £85,000 £85,000 £91,934
Scotland median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - +3.90%

JSON
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for JSON in Edinburgh

JSON
Salary Trend in Edinburgh

Salary distribution trend for jobs in Edinburgh citing JSON.

Salary distribution trend for jobs in Edinburgh citing JSON

JSON
Co-occurring Skills and Capabilities in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Business Applications
1 8 (57.14%) Oracle ERP
Cloud Services
1 10 (71.43%) AWS
1 10 (71.43%) Azure
1 10 (71.43%) Azure DevOps
1 10 (71.43%) GitHub
2 8 (57.14%) Entra ID
2 8 (57.14%) OCI
3 2 (14.29%) Azure Data Factory
3 2 (14.29%) Azure Event Grid
3 2 (14.29%) Azure Logic Apps
3 2 (14.29%) Azure Monitor
3 2 (14.29%) Azure Service Bus
3 2 (14.29%) GitHub Actions
Database & Business Intelligence
1 2 (14.29%) Tableau
2 1 (7.14%) PostgreSQL
Development Applications
1 8 (57.14%) Jenkins
1 8 (57.14%) Oracle Forms
General
1 11 (78.57%) Finance
2 3 (21.43%) Analytical Skills
2 3 (21.43%) Social Skills
3 2 (14.29%) Influencing Skills
4 1 (7.14%) Banking
Job Titles
1 8 (57.14%) Applications Engineer
1 8 (57.14%) Cloud Engineer
1 8 (57.14%) Senior
1 8 (57.14%) Senior Cloud Engineer
2 2 (14.29%) Analyst
2 2 (14.29%) Data Analyst
3 1 (7.14%) Developer
3 1 (7.14%) Python Developer
3 1 (7.14%) Software Engineer
Libraries, Frameworks & Software Standards
1 10 (71.43%) RESTful
2 9 (64.29%) XML
3 8 (57.14%) SOAP
4 2 (14.29%) OAuth
4 2 (14.29%) OAuth2
5 1 (7.14%) CherryPy
5 1 (7.14%) Flask
5 1 (7.14%) HTML
5 1 (7.14%) React
5 1 (7.14%) SQLAlchemy
Miscellaneous
1 8 (57.14%) Cloud Native
1 8 (57.14%) Enterprise Software
2 1 (7.14%) Wiki
Processes & Methodologies
1 11 (78.57%) DevOps
2 10 (71.43%) Asset Management
2 10 (71.43%) CI/CD
2 10 (71.43%) Coaching
2 10 (71.43%) Migration
2 10 (71.43%) Observability
2 10 (71.43%) Root Cause Analysis
2 10 (71.43%) Test Automation
3 9 (64.29%) Agile
3 9 (64.29%) Mentoring
4 8 (57.14%) API Integration
4 8 (57.14%) Business Strategy
4 8 (57.14%) Data Governance
4 8 (57.14%) ERP
4 8 (57.14%) Identity Access Management
4 8 (57.14%) Translating Business Requirements
5 4 (28.57%) Analytics
6 2 (14.29%) Deployment Automation
6 2 (14.29%) Incident Response
6 2 (14.29%) Infrastructure as Code
Programming Languages
1 11 (78.57%) SQL
2 9 (64.29%) Java
2 9 (64.29%) Python
3 8 (57.14%) PL/SQL
3 8 (57.14%) Shell Script
4 2 (14.29%) Bicep
4 2 (14.29%) JavaScript
Quality Assurance & Compliance
1 2 (14.29%) Data Quality
1 2 (14.29%) GDPR
2 1 (7.14%) QA
System Software
1 8 (57.14%) Active Directory
Systems Management
1 10 (71.43%) Terraform
2 8 (57.14%) Single Sign-On
Vendors
1 9 (64.29%) Oracle
2 8 (57.14%) Okta
3 2 (14.29%) Ab Initio
4 1 (7.14%) Workday