Use Case Jobs in Edinburgh

Use Cases
Scotland > Edinburgh

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 19 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
19 Apr 2024
Same period 2023 Same period 2022
Rank 99 110 94
Rank change year-on-year +11 -16 +23
Permanent jobs citing Use Case 17 46 61
As % of all permanent jobs advertised in Edinburgh 1.11% 2.08% 2.68%
As % of the Processes & Methodologies category 1.23% 2.17% 2.85%
Number of salaries quoted 16 34 18
10th Percentile £46,306 £37,885 £40,853
25th Percentile £56,219 £48,091 £62,813
Median annual salary (50th Percentile) £68,471 £64,487 £75,000
Median % change year-on-year +6.18% -14.02% +27.66%
75th Percentile £77,137 £75,625 £85,000
90th Percentile £96,539 £77,715 -
Scotland median annual salary £59,526 £59,526 £67,500
% change year-on-year - -11.81% +23.85%

All Process and Methodology Skills
Edinburgh

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 Edinburgh with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 1,387 2,121 2,138
As % of all permanent jobs advertised in Edinburgh 90.59% 96.10% 93.90%
Number of salaries quoted 974 1,220 1,310
10th Percentile £35,000 £37,000 £35,960
25th Percentile £46,250 £45,000 £44,750
Median annual salary (50th Percentile) £60,000 £60,047 £55,000
Median % change year-on-year -0.08% +9.18% +10.00%
75th Percentile £72,433 £78,108 £68,750
90th Percentile £96,539 £95,000 £85,000
Scotland median annual salary £52,500 £57,810 £52,500
% change year-on-year -9.19% +10.11% +7.14%

Use Case
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Use Case in Edinburgh

Use Case
Salary Trend in Edinburgh

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

Salary trend for Use Case in Edinburgh

Use Case
Salary Histogram in Edinburgh

Salary distribution for jobs citing Use Case in Edinburgh over the 6 months to 19 April 2024.

Salary histogram for Use Case in Edinburgh

Use Case
Co-occurring Skills and Capabilities in Edinburgh 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:

Applications
1 2 (11.76%) Microsoft Excel
2 1 (5.88%) MS Visio
Cloud Services
1 5 (29.41%) Azure
2 3 (17.65%) Azure DevOps
2 3 (17.65%) GCP
2 3 (17.65%) GitHub
2 3 (17.65%) PaaS
3 2 (11.76%) Power Platform
4 1 (5.88%) AWS
4 1 (5.88%) Azure Sentinel
4 1 (5.88%) Lucidchart
4 1 (5.88%) Microsoft 365
4 1 (5.88%) SaaS
Communications & Networking
1 2 (11.76%) Firewall
2 1 (5.88%) Intrusion Detection
Database & Business Intelligence
1 2 (11.76%) Power BI
2 1 (5.88%) Metadata
2 1 (5.88%) MongoDB
Development Applications
1 3 (17.65%) Jenkins
General
1 11 (64.71%) Finance
2 9 (52.94%) Banking
3 7 (41.18%) Social Skills
4 4 (23.53%) Analytical Skills
5 2 (11.76%) Legal
6 1 (5.88%) Law
6 1 (5.88%) Organisational Skills
Job Titles
1 8 (47.06%) Data Scientist
2 6 (35.29%) Senior
2 6 (35.29%) Senior Data Scientist
3 4 (23.53%) Analyst
4 3 (17.65%) Cloud Engineer
4 3 (17.65%) Cloud Security Engineer
4 3 (17.65%) Lead
4 3 (17.65%) Lead Data Scientist
4 3 (17.65%) Security Engineer
4 3 (17.65%) Senior Cloud Engineer
4 3 (17.65%) Senior Security Engineer
5 2 (11.76%) Data Analyst
5 2 (11.76%) Junior
5 2 (11.76%) Junior Data Scientist
5 2 (11.76%) Technical Analyst
6 1 (5.88%) Data Architect
6 1 (5.88%) Information Security Specialist
6 1 (5.88%) Information Specialist
6 1 (5.88%) Legal Analyst
6 1 (5.88%) Security Specialist
Libraries, Frameworks & Software Standards
1 8 (47.06%) Pandas
2 5 (29.41%) XGBoost
Miscellaneous
1 8 (47.06%) Data Structures
2 3 (17.65%) Management Information System
2 3 (17.65%) Product Ownership
2 3 (17.65%) Public Cloud
3 1 (5.88%) Enterprise Software
Operating Systems
1 1 (5.88%) Linux
1 1 (5.88%) Windows
Processes & Methodologies
1 8 (47.06%) Agile
1 8 (47.06%) Artificial Intelligence
1 8 (47.06%) Data Science
1 8 (47.06%) Decision Tree
1 8 (47.06%) Decision-Making
1 8 (47.06%) LLM
1 8 (47.06%) Machine Learning
1 8 (47.06%) Natural Language Processing
1 8 (47.06%) Random Forest
1 8 (47.06%) Statistical Modelling
2 5 (29.41%) Cybersecurity
2 5 (29.41%) Data Pipeline
2 5 (29.41%) Econometrics
2 5 (29.41%) Gradient Boosting
3 4 (23.53%) Cloud Security
4 3 (17.65%) CI/CD
4 3 (17.65%) Generative AI
4 3 (17.65%) Infrastructure as Code
4 3 (17.65%) Intelligent Automation
4 3 (17.65%) Project Delivery
Programming Languages
1 13 (76.47%) Python
2 10 (58.82%) SQL
Qualifications
1 2 (11.76%) Degree
Quality Assurance & Compliance
1 1 (5.88%) Actionable Recommendations
1 1 (5.88%) Cyber Essentials
1 1 (5.88%) ISO/IEC 27001
1 1 (5.88%) NIST
System Software
1 3 (17.65%) Docker
2 1 (5.88%) Active Directory
Systems Management
1 3 (17.65%) Kubernetes
1 3 (17.65%) Terraform
2 2 (11.76%) CASB
3 1 (5.88%) CSIRT
Vendors
1 3 (17.65%) Google
2 1 (5.88%) CA
2 1 (5.88%) CrowdStrike
2 1 (5.88%) LogRhythm
2 1 (5.88%) Microsoft
2 1 (5.88%) Sun
2 1 (5.88%) Trustwave