Technical Debt Contract Job Trends in Edinburgh

Technical Debt
Scotland > Edinburgh

The table below provides summary statistics and contractor rates for jobs advertised in Edinburgh requiring Technical Debt skills. It covers contract job vacancies from the 6 months leading up to 25 June 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Jun 2026
Same period 2025 Same period 2024
Rank 65 59 68
Rank change year-on-year -6 +9 +35
Contract jobs citing Technical Debt 4 7 6
As % of all contract jobs in Edinburgh 0.51% 1.08% 0.69%
As % of the Processes & Methodologies category 0.59% 1.13% 0.82%
Number of daily rates quoted 3 3 3
10th Percentile £426 £420 £410
25th Percentile £438 £431 £425
Median daily rate (50th Percentile) £463 £450 £450
Median % change year-on-year +2.78% - -8.91%
75th Percentile £534 £472 £472
90th Percentile £574 £485 £485
Scotland median daily rate £463 £450 £468
% change year-on-year +2.78% -3.85% -5.26%

All Process & Methodology Skills
Edinburgh

Technical Debt falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Edinburgh.

Contract vacancies with a requirement for process or methodology skills 677 618 732
As % of all contract IT jobs advertised in Edinburgh 86.24% 95.52% 84.43%
Number of daily rates quoted 346 320 419
10th Percentile £350 £211 £213
25th Percentile £413 £400 £363
Median daily rate (50th Percentile) £465 £463 £465
Median % change year-on-year +0.49% -0.48% -2.11%
75th Percentile £555 £534 £550
90th Percentile £650 £600 £650
Scotland median daily rate £460 £463 £453
% change year-on-year -0.54% +2.10% -4.63%
Number of hourly rates quoted 33 20 31
10th Percentile £19.33 £17.23 £13.25
25th Percentile £50.00 £17.30 £16.38
Median hourly rate £55.00 £22.00 £24.18
Median % change year-on-year +150.00% -9.02% -24.64%
75th Percentile £75.00 £29.86 £60.75
90th Percentile £81.24 £60.50 -
Scotland median hourly rate £19.33 £20.00 £20.57
% change year-on-year -3.35% -2.77% +26.62%

Technical Debt
Job Vacancy Trend in Edinburgh

Historical trend showing the proportion of contract IT job postings citing Technical Debt relative to all contract IT jobs advertised in Edinburgh.

Technical Debt job vacancy trend in Edinburgh

Technical Debt
Daily Rate Trend in Edinburgh

Contractor daily rate distribution trend for jobs in Edinburgh citing Technical Debt.

Contractor daily rate distribution trend for jobs in Edinburgh citing Technical Debt

Technical Debt
Daily Rate Histogram in Edinburgh

Daily rate distribution for jobs citing Technical Debt in Edinburgh over the 6 months to 25 June 2026.

Daily rate histogram for Technical Debt in Edinburgh

Technical Debt
Co-Occurring Skills & Capabilities in Edinburgh 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:

Application Platforms
1 1 (25.00%) Apache Spark
Cloud Services
1 3 (75.00%) Azure
2 2 (50.00%) Azure Functions
2 2 (50.00%) Serverless
3 1 (25.00%) AWS
3 1 (25.00%) Azure API Management
3 1 (25.00%) Azure Cosmos DB
3 1 (25.00%) Azure DevOps
3 1 (25.00%) Azure Key Vault
3 1 (25.00%) Azure Monitor
3 1 (25.00%) Azure Storage
3 1 (25.00%) GCP
Database & Business Intelligence
1 1 (25.00%) Azure SQL Database
1 1 (25.00%) Data Lake
1 1 (25.00%) Relational Database
Development Applications
1 1 (25.00%) Cypress.io
1 1 (25.00%) Selenium
General
1 3 (75.00%) Public Sector
Job Titles
1 2 (50.00%) Lead
2 1 (25.00%) .NET Software Engineer
2 1 (25.00%) Analyst
2 1 (25.00%) Architect
2 1 (25.00%) Cloud Architect
2 1 (25.00%) Enterprise Architect
2 1 (25.00%) Lead Software Engineer
2 1 (25.00%) Senior
2 1 (25.00%) Senior .NET Software Engineer
2 1 (25.00%) Senior Software Engineer
2 1 (25.00%) Software Engineer
2 1 (25.00%) Technical Leader
2 1 (25.00%) Test Analyst
Libraries, Frameworks & Software Standards
1 2 (50.00%) .NET
1 2 (50.00%) React
2 1 (25.00%) ASP.NET
2 1 (25.00%) ASP.NET MVC
2 1 (25.00%) Kafka
Miscellaneous
1 2 (50.00%) Legacy Systems
2 1 (25.00%) Cloud Native
2 1 (25.00%) Data Fabric
2 1 (25.00%) Enterprise Cloud
2 1 (25.00%) Product Ownership
Processes & Methodologies
1 2 (50.00%) CI/CD
1 2 (50.00%) MVC
2 1 (25.00%) Agile
2 1 (25.00%) AI
2 1 (25.00%) Continuous Improvement
2 1 (25.00%) Data Architecture
2 1 (25.00%) Data Governance
2 1 (25.00%) Data Protection
2 1 (25.00%) DevOps
2 1 (25.00%) Enterprise Architecture
2 1 (25.00%) Functional Testing
2 1 (25.00%) Microservices
2 1 (25.00%) Migration
2 1 (25.00%) Non-Functional Testing
2 1 (25.00%) Software Engineering
2 1 (25.00%) Software Testing
2 1 (25.00%) Test Automation
2 1 (25.00%) User Experience
2 1 (25.00%) User Stories
2 1 (25.00%) UX Design
Programming Languages
1 2 (50.00%) SQL
2 1 (25.00%) TypeScript
Qualifications
1 1 (25.00%) BPSS Clearance
Quality Assurance & Compliance
1 1 (25.00%) Accessibility
1 1 (25.00%) WCAG