The Twelve-Factor App Job Trends in Scotland

Twelve-Factor Application Methodology
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring The Twelve-Factor App skills. It covers permanent job vacancies from the 6 months leading up to 1 November 2025, with comparisons to the same periods in the previous two years.

6 months to
1 Nov 2025
Same period 2024 Same period 2023
Rank 154 - -
Rank change year-on-year - - -
Permanent jobs citing The Twelve-Factor App 5 0 0
As % of all permanent jobs in Scotland 0.18% - -
As % of the Processes & Methodologies category 0.20% - -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £76,250 - -
Median annual salary (50th Percentile) £77,500 - -
75th Percentile £78,750 - -
90th Percentile - - -
UK median annual salary £77,500 - £75,000
% change year-on-year - - +3.45%

All Process and Methodology Skills
Scotland

The Twelve-Factor App falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Scotland.

Permanent vacancies with a requirement for process or methodology skills 2,480 2,741 2,296
As % of all permanent jobs advertised in Scotland 89.92% 84.23% 95.71%
Number of salaries quoted 1,081 1,305 1,842
10th Percentile £26,250 £31,250 £25,000
25th Percentile £32,000 £40,000 £35,000
Median annual salary (50th Percentile) £38,000 £55,000 £52,500
Median % change year-on-year -30.91% +4.76% -4.55%
75th Percentile £60,000 £70,000 £68,750
90th Percentile £78,790 £82,100 £82,500
UK median annual salary £54,441 £60,000 £60,000
% change year-on-year -9.27% - -

The Twelve-Factor App
Job Vacancy Trend in Scotland

Historical trend showing the proportion of permanent IT job postings citing The Twelve-Factor App relative to all permanent IT jobs advertised in Scotland.

The Twelve-Factor App job vacancy trend in Scotland

The Twelve-Factor App
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing The Twelve-Factor App.

Salary distribution trend for jobs in Scotland citing The Twelve-Factor App

The Twelve-Factor App
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing The Twelve-Factor App within the Scotland region over the 6 months to 1 November 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Glasgow - 5 £77,500 -
The Twelve-Factor App
UK

The Twelve-Factor App
Co-Occurring Skills & Capabilities in Scotland by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Communications & Networking
1 1 (20.00%) HTTP
Database & Business Intelligence
1 4 (80.00%) Elasticsearch
1 4 (80.00%) InterSystems Cache
2 1 (20.00%) RDBMS
2 1 (20.00%) Relational Database
2 1 (20.00%) SQL Server
Development Applications
1 1 (20.00%) Jenkins
1 1 (20.00%) JUnit
1 1 (20.00%) Maven
General
1 4 (80.00%) Finance
1 4 (80.00%) Inclusion and Diversity
1 4 (80.00%) Law
1 4 (80.00%) Marketing
2 1 (20.00%) Banking
2 1 (20.00%) Investment Banking
Job Titles
1 4 (80.00%) Java Engineer
1 4 (80.00%) Java Software Engineer
1 4 (80.00%) Lead
1 4 (80.00%) Lead Java Engineer
1 4 (80.00%) Lead Software Engineer
1 4 (80.00%) Software Engineer
2 1 (20.00%) Developer
2 1 (20.00%) Java Developer
Libraries, Frameworks & Software Standards
1 5 (100.00%) J2EE
1 5 (100.00%) Kafka
1 5 (100.00%) REST
1 5 (100.00%) Spring
2 1 (20.00%) CSS
2 1 (20.00%) HTML
2 1 (20.00%) JSON
2 1 (20.00%) RabbitMQ
2 1 (20.00%) Spring Boot
Miscellaneous
1 4 (80.00%) Cloud Native
1 4 (80.00%) Enterprise Software
1 4 (80.00%) Onboarding
Processes & Methodologies
1 5 (100.00%) Agile
1 5 (100.00%) Architectural Design
1 5 (100.00%) CI/CD
2 4 (80.00%) AI
2 4 (80.00%) Client Onboarding
2 4 (80.00%) Community of Practice
2 4 (80.00%) Continuous Delivery
2 4 (80.00%) Distributed Cache
2 4 (80.00%) High Availability
2 4 (80.00%) Information Architecture
2 4 (80.00%) KYC
2 4 (80.00%) Machine Learning
2 4 (80.00%) Operational Stability
2 4 (80.00%) SDLC
2 4 (80.00%) Software Engineering
3 1 (20.00%) Continuous Improvement
3 1 (20.00%) Kanban
3 1 (20.00%) OO
3 1 (20.00%) Test Automation
3 1 (20.00%) Test Strategy
Programming Languages
1 5 (100.00%) Java
1 5 (100.00%) SQL
2 1 (20.00%) JavaScript
Vendors
1 1 (20.00%) IBM
1 1 (20.00%) Microsoft
1 1 (20.00%) Oracle