Use Case Job Trends in Edinburgh

Use Cases
Scotland > Edinburgh

The table below provides summary statistics and salary benchmarking for jobs advertised in Edinburgh requiring Use Case skills. It covers permanent job vacancies from the 6 months leading up to 14 January 2026, with comparisons to the same periods in the previous two years.

6 months to
14 Jan 2026
Same period 2025 Same period 2024
Rank 95 86 79
Rank change year-on-year -9 -7 +15
Permanent jobs citing Use Case 10 10 29
As % of all permanent jobs in Edinburgh 0.94% 0.90% 2.76%
As % of the Processes & Methodologies category 1.10% 0.94% 3.01%
Number of salaries quoted 1 6 27
10th Percentile - £51,000 £46,306
25th Percentile £52,500 £62,000 £51,262
Median annual salary (50th Percentile) £55,000 £73,250 £59,526
Median % change year-on-year -24.91% +23.06% -4.40%
75th Percentile £57,500 £80,000 £84,486
90th Percentile - £84,375 £96,539
Scotland median annual salary £59,000 £75,000 £59,526
% change year-on-year -21.33% +26.00% -

All Process & Methodology Skills
Edinburgh

Use Case 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 Edinburgh.

Permanent vacancies with a requirement for process or methodology skills 910 1,065 963
As % of all permanent jobs advertised in Edinburgh 85.45% 96.21% 91.80%
Number of salaries quoted 390 405 777
10th Percentile £26,000 £36,250 £31,000
25th Percentile £28,250 £45,000 £46,250
Median annual salary (50th Percentile) £45,000 £57,500 £62,500
Median % change year-on-year -21.74% -8.00% +2.46%
75th Percentile £70,000 £75,000 £75,000
90th Percentile £88,750 £93,778 £96,539
Scotland median annual salary £42,000 £55,000 £52,500
% change year-on-year -23.64% +4.76% -8.70%

Use Case
Job Vacancy Trend in Edinburgh

Historical trend showing the proportion of permanent IT job postings citing Use Case relative to all permanent IT jobs advertised in Edinburgh.

Use Case job vacancy trend in Edinburgh

Use Case
Salary Trend in Edinburgh

Salary distribution trend for jobs in Edinburgh citing Use Case.

Salary distribution trend for jobs in Edinburgh citing Use Case

Use Case
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 (10.00%) SharePoint
Cloud Services
1 7 (70.00%) Azure
1 7 (70.00%) Azure Data Factory
1 7 (70.00%) Azure Synapse Analytics
1 7 (70.00%) GitHub
1 7 (70.00%) GitHub Copilot
1 7 (70.00%) Snowflake
Communications & Networking
1 1 (10.00%) Intranet
Database & Business Intelligence
1 7 (70.00%) Data Lake
1 7 (70.00%) Metadata
General
1 9 (90.00%) Finance
2 3 (30.00%) Social Skills
3 1 (10.00%) Analytical Skills
Job Titles
1 2 (20.00%) Automation Engineer
2 1 (10.00%) Analyst
2 1 (10.00%) Business Analyst
Miscellaneous
1 7 (70.00%) Cloud Native
2 1 (10.00%) Analytical Mindset
Processes & Methodologies
1 9 (90.00%) Asset Management
1 9 (90.00%) CI/CD
1 9 (90.00%) Coaching
1 9 (90.00%) DevOps
2 8 (80.00%) Agile
2 8 (80.00%) AI
2 8 (80.00%) Continuous Improvement
3 7 (70.00%) Analytics
3 7 (70.00%) Data Architecture
3 7 (70.00%) Data Engineering
3 7 (70.00%) Data Governance
3 7 (70.00%) Data Integration
3 7 (70.00%) Data Modelling
3 7 (70.00%) Data Pipeline
3 7 (70.00%) Decision-Making
3 7 (70.00%) Metadata Management
3 7 (70.00%) Observability
3 7 (70.00%) Portfolio Management
3 7 (70.00%) Test Automation
3 7 (70.00%) Unit Testing
Programming Languages
1 7 (70.00%) Python
1 7 (70.00%) SQL
1 7 (70.00%) T-SQL
Quality Assurance & Compliance
1 7 (70.00%) Data Quality
Systems Management
1 2 (20.00%) Ansible
1 2 (20.00%) Terraform
Vendors
1 7 (70.00%) Databricks