Use Case Jobs in Scotland

Use Cases
UK > Scotland

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Use Case skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Use Case over the 6 months to 5 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 147 187 96
Rank change year-on-year +40 -91 +66
Permanent jobs citing Use Case 148 33 171
As % of all permanent jobs advertised in Scotland 2.20% 0.70% 2.96%
As % of the Processes & Methodologies category 2.37% 0.74% 3.26%
Number of salaries quoted 26 30 26
10th Percentile £42,185 £44,692 £38,750
25th Percentile £46,306 £48,091 £50,063
Median annual salary (50th Percentile) £62,947 £69,447 £75,000
Median % change year-on-year -9.36% -7.40% +37.61%
75th Percentile £73,046 £77,715 £85,000
90th Percentile £93,894 - -
UK median annual salary £57,500 £65,000 £67,500
% change year-on-year -11.54% -3.70% +8.00%

All Process and Methodology Skills
Scotland

Use Case is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 6,250 4,435 5,251
As % of all permanent jobs advertised in Scotland 92.80% 94.24% 90.91%
Number of salaries quoted 2,418 2,224 2,804
10th Percentile £28,750 £32,491 £30,132
25th Percentile £40,500 £42,000 £40,000
Median annual salary (50th Percentile) £52,500 £57,500 £52,500
Median % change year-on-year -8.70% +9.52% +5.00%
75th Percentile £65,000 £73,750 £67,500
90th Percentile £80,000 £85,000 £81,250
UK median annual salary £55,000 £61,500 £60,000
% change year-on-year -10.57% +2.50% +9.09%

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 5 May 2024.

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 5 May 2024. 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 -4 127 £47,500 +2.01%
Edinburgh +28 18 £70,576 +1.62% 3
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 21 (14.19%) Apache
2 3 (2.03%) Confluence
Applications
1 4 (2.70%) Microsoft Excel
2 2 (1.35%) MS Visio
3 1 (0.68%) Microsoft Office
3 1 (0.68%) Microsoft PowerPoint
Business Applications
1 11 (7.43%) Endur
Cloud Services
1 37 (25.00%) AWS
2 12 (8.11%) Azure
3 6 (4.05%) Azure DevOps
4 5 (3.38%) Microsoft 365
4 5 (3.38%) Power Platform
5 3 (2.03%) Azure Synapse Analytics
5 3 (2.03%) GCP
5 3 (2.03%) GitHub
5 3 (2.03%) PaaS
6 1 (0.68%) Azure Sentinel
6 1 (0.68%) Lucidchart
6 1 (0.68%) SaaS
Communications & Networking
1 65 (43.92%) Kerberos
2 2 (1.35%) Firewall
2 2 (1.35%) Network Security
3 1 (0.68%) Intrusion Detection
Database & Business Intelligence
1 66 (44.59%) Metadata
2 5 (3.38%) Power BI
3 4 (2.70%) Tableau
4 1 (0.68%) Electronic Patient Records
4 1 (0.68%) MongoDB
Development Applications
1 68 (45.95%) Jenkins
2 65 (43.92%) Artifactory
2 65 (43.92%) Bitbucket
2 65 (43.92%) Git
3 3 (2.03%) JIRA
General
1 135 (91.22%) Finance
2 121 (81.76%) Law
3 120 (81.08%) Inclusion and Diversity
4 107 (72.30%) Marketing
5 43 (29.05%) Presentation Skills
6 29 (19.59%) Banking
7 22 (14.86%) Analytical Skills
8 20 (13.51%) Financial Institution
8 20 (13.51%) Games
9 19 (12.84%) Investment Banking
10 12 (8.11%) Social Skills
11 11 (7.43%) Back Office
12 3 (2.03%) Public Sector
13 2 (1.35%) Legal
13 2 (1.35%) Organisational Skills
14 1 (0.68%) Influencing Skills
14 1 (0.68%) Publishing
Job Titles
1 85 (57.43%) Software Engineer
2 70 (47.30%) Lead
3 65 (43.92%) Lead Software Engineer
4 48 (32.43%) Senior
5 42 (28.38%) Senior Software Engineer
6 21 (14.19%) Software Engineering Director
6 21 (14.19%) Technology Director
7 20 (13.51%) Principal Engineer
7 20 (13.51%) Principal Software Engineer
8 15 (10.14%) AWS Engineer
8 15 (10.14%) AWS Software Engineer
8 15 (10.14%) Python Engineer
8 15 (10.14%) Python Software Engineer
9 11 (7.43%) Consultant
9 11 (7.43%) Endur Consultant
9 11 (7.43%) ETRM Consultant
9 11 (7.43%) OpenLink Consultant
10 10 (6.76%) Analyst
10 10 (6.76%) Principal Modelling Engineer
11 8 (5.41%) Data Scientist
Libraries, Frameworks & Software Standards
1 66 (44.59%) JSON
2 65 (43.92%) JSON-LD
2 65 (43.92%) LDAP
2 65 (43.92%) OpenID
2 65 (43.92%) RESTful
2 65 (43.92%) SAML
2 65 (43.92%) Web Services
2 65 (43.92%) XML
3 21 (14.19%) Apache NiFi
4 8 (5.41%) Pandas
5 5 (3.38%) XGBoost
6 3 (2.03%) Middleware
Miscellaneous
1 72 (48.65%) Management Information System
2 66 (44.59%) Reference Data
3 65 (43.92%) Enterprise Cloud
4 41 (27.70%) Cloud Native
5 28 (18.92%) Product Ownership
6 21 (14.19%) Taxonomies
7 8 (5.41%) Data Structures
8 4 (2.70%) Distributed Denial-of-Service
9 3 (2.03%) Public Cloud
10 1 (0.68%) Enterprise Software
10 1 (0.68%) Foreign Exchange (FX)
Operating Systems
1 1 (0.68%) Linux
1 1 (0.68%) Windows
Processes & Methodologies
1 107 (72.30%) Software Engineering
2 102 (68.92%) Agile
3 91 (61.49%) Data Pipeline
4 89 (60.14%) CI/CD
4 89 (60.14%) Data Modelling
5 86 (58.11%) SDLC
6 85 (57.43%) Operational Stability
7 71 (47.97%) Roadmaps
8 69 (46.62%) Identity Access Management
9 68 (45.95%) Community of Practice
10 65 (43.92%) Architectural Design
10 65 (43.92%) Continuous Delivery
10 65 (43.92%) Data Transformation
10 65 (43.92%) Information Architecture
10 65 (43.92%) Ontologies
10 65 (43.92%) RDF
10 65 (43.92%) Test Automation
11 51 (34.46%) Analytics
12 49 (33.11%) Machine Learning
13 46 (31.08%) Business Analysis
Programming Languages
1 65 (43.92%) Go
1 65 (43.92%) Prolog
1 65 (43.92%) SPARQL
2 49 (33.11%) Python
3 23 (15.54%) SQL
Qualifications
1 6 (4.05%) Degree
2 2 (1.35%) HND
3 1 (0.68%) CBAP
3 1 (0.68%) Master's Degree
Quality Assurance & Compliance
1 5 (3.38%) ISO/IEC 27001
2 4 (2.70%) SOC 2
3 3 (2.03%) NIST
4 2 (1.35%) NCSC
5 1 (0.68%) Actionable Recommendations
5 1 (0.68%) Cyber Essentials
5 1 (0.68%) QA
5 1 (0.68%) SLA
System Software
1 66 (44.59%) Active Directory
2 3 (2.03%) Docker
Systems Management
1 3 (2.03%) Kubernetes
1 3 (2.03%) Terraform
2 2 (1.35%) CASB
3 1 (0.68%) CSIRT
Vendors
1 24 (16.22%) Databricks
2 11 (7.43%) OpenLink
3 9 (6.08%) Microsoft
4 3 (2.03%) Google
5 1 (0.68%) Atlassian
5 1 (0.68%) CA
5 1 (0.68%) CrowdStrike
5 1 (0.68%) LogRhythm
5 1 (0.68%) Sun
5 1 (0.68%) Trustwave