Use Case Jobs in Scotland

Use Cases
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring Use Case skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Use Case over the 6 months leading up to 11 May 2025, comparing them to the same period in the previous two years.

6 months to
11 May 2025
Same period 2024 Same period 2023
Rank 121 148 198
Rank change year-on-year +27 +50 -100
Permanent jobs citing Use Case 40 145 29
As % of all permanent jobs advertised in Scotland 1.33% 2.16% 0.63%
As % of the Processes & Methodologies category 1.43% 2.34% 0.66%
Number of salaries quoted 7 24 27
10th Percentile £45,000 £43,709 £45,613
25th Percentile £48,625 £46,306 £48,091
Median annual salary (50th Percentile) £62,500 £62,947 £69,447
Median % change year-on-year -0.71% -9.36% -7.40%
75th Percentile £77,286 £73,409 £77,715
90th Percentile £92,493 £94,952 -
UK median annual salary £62,500 £57,500 £65,000
% change year-on-year +8.70% -11.54% -3.70%

All Process and Methodology Skills
Scotland

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 Scotland.

Permanent vacancies with a requirement for process or methodology skills 2,807 6,203 4,364
As % of all permanent jobs advertised in Scotland 93.01% 92.46% 94.30%
Number of salaries quoted 1,380 2,419 2,194
10th Percentile £31,250 £28,750 £32,017
25th Percentile £44,000 £40,250 £42,000
Median annual salary (50th Percentile) £55,000 £52,500 £57,500
Median % change year-on-year +4.76% -8.70% +6.48%
75th Percentile £63,750 £65,000 £73,156
90th Percentile £83,000 £80,000 £85,000
UK median annual salary £57,500 £55,000 £61,180
% change year-on-year +4.55% -10.10% +1.97%

Use Case
Job Vacancy Trend in Scotland

Job postings citing Use Case as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Use Case in Scotland

Use Case
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Use Case in Scotland.

Salary trend for Use Case in Scotland

Use Case
Salary Histogram in Scotland

Salary distribution for jobs citing Use Case in Scotland over the 6 months to 11 May 2025.

Salary histogram for Use Case in Scotland

Use Case
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Use Case within the Scotland region over the 6 months to 11 May 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
Fife - 7 - -
Moray - 7 - -
Edinburgh +11 6 £87,283 +23.67% 22
East Ayrshire - 6 - -
South Ayrshire - 6 - -
Glasgow +76 5 £62,500 +31.58% 12
Renfrewshire - 2 £45,000 - 8
Lanarkshire - 1 £56,500 - 1
Use Case
UK

Use Case
Co-occurring Skills and Capabilities in Scotland 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:

Application Platforms
1 1 (2.50%) Apache
1 1 (2.50%) Apache Spark
1 1 (2.50%) Confluence
Cloud Services
1 6 (15.00%) Power Platform
2 4 (10.00%) Azure
3 3 (7.50%) Azure Sentinel
4 1 (2.50%) Azure Cosmos DB
4 1 (2.50%) Azure Data Factory
4 1 (2.50%) Azure DevOps
4 1 (2.50%) Azure Synapse Analytics
Database & Business Intelligence
1 6 (15.00%) Power BI
2 4 (10.00%) Tableau
3 2 (5.00%) Data Warehouse
4 1 (2.50%) Azure SQL Database
4 1 (2.50%) Data Lake
4 1 (2.50%) Metadata
4 1 (2.50%) SQL Server Analysis Services
4 1 (2.50%) SQL Server Integration Services
4 1 (2.50%) SQL Server Reporting Services
Development Applications
1 1 (2.50%) Jenkins
1 1 (2.50%) JIRA
General
1 4 (10.00%) Banking
1 4 (10.00%) Finance
2 2 (5.00%) Analytical Skills
3 1 (2.50%) Organisational Skills
3 1 (2.50%) Social Skills
Job Titles
1 30 (75.00%) Senior
2 26 (65.00%) Senior Systems Engineer
2 26 (65.00%) Systems Engineer
3 6 (15.00%) Analyst
4 4 (10.00%) Data Manager
4 4 (10.00%) Senior Manager
5 2 (5.00%) Business Analyst
5 2 (5.00%) IT Engineer
5 2 (5.00%) IT Security Engineer
5 2 (5.00%) Security Engineer
5 2 (5.00%) SOC Analyst
6 1 (2.50%) Applications Analyst
6 1 (2.50%) Applications Support Analyst
6 1 (2.50%) Cloud Consultant
6 1 (2.50%) Cloud Security Consultant
6 1 (2.50%) Consultant
6 1 (2.50%) Cybersecurity Analyst
6 1 (2.50%) Data Architect
6 1 (2.50%) Security Analyst
6 1 (2.50%) Support Analyst
Miscellaneous
1 2 (5.00%) Cyber Threat
1 2 (5.00%) Distributed Denial-of-Service
1 2 (5.00%) Management Information System
2 1 (2.50%) Analytical Mindset
2 1 (2.50%) Hybrid Cloud
2 1 (2.50%) Reference Data
2 1 (2.50%) SWIFT Messaging Network
Operating Systems
1 3 (7.50%) Linux
1 3 (7.50%) Windows
Processes & Methodologies
1 26 (65.00%) Acceptance Criteria
2 6 (15.00%) Analytics
2 6 (15.00%) Business Intelligence
3 5 (12.50%) Dimensional Modelling
3 5 (12.50%) SIEM
4 4 (10.00%) Data Analysis
4 4 (10.00%) Data Science
4 4 (10.00%) Incident Management
4 4 (10.00%) People Management
5 3 (7.50%) Agile
5 3 (7.50%) Cybersecurity
5 3 (7.50%) Event Correlation
5 3 (7.50%) Incident Response
5 3 (7.50%) Kalman Filter
5 3 (7.50%) Open Source
5 3 (7.50%) OSINT
5 3 (7.50%) Situational Awareness
5 3 (7.50%) Stakeholder Management
5 3 (7.50%) Threat Detection
6 2 (5.00%) User Stories
Programming Languages
1 3 (7.50%) Kusto Query Language
2 2 (5.00%) SQL
Qualifications
1 26 (65.00%) Chartered Engineer
1 26 (65.00%) Degree
2 2 (5.00%) Security Cleared
3 1 (2.50%) Azure Certification
3 1 (2.50%) DV Cleared
3 1 (2.50%) SC Cleared
Quality Assurance & Compliance
1 2 (5.00%) Data Quality
1 2 (5.00%) ISO/IEC 27001
1 2 (5.00%) NCSC
1 2 (5.00%) NIST
1 2 (5.00%) SOC 2
2 1 (2.50%) ISO 20022
2 1 (2.50%) QA
2 1 (2.50%) SEPA
Systems Management
1 1 (2.50%) Kubernetes
1 1 (2.50%) Terraform
Vendors
1 3 (7.50%) ArcSight
2 1 (2.50%) Databricks
2 1 (2.50%) Microsoft