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 10 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
10 May 2024
Same period 2023 Same period 2022
Rank 95 125 100
Rank change year-on-year +30 -25 +13
Permanent jobs citing Use Case 15 23 58
As % of all permanent jobs advertised in Edinburgh 1.00% 1.12% 2.45%
As % of the Processes & Methodologies category 1.11% 1.17% 2.61%
Number of salaries quoted 15 22 16
10th Percentile £50,271 £48,091 £63,750
25th Percentile £56,219 £51,363 £75,000
Median annual salary (50th Percentile) £70,576 £69,447 £85,000
Median % change year-on-year +1.62% -18.30% +41.67%
75th Percentile £82,568 £77,715 -
90th Percentile £96,539 - -
Scotland median annual salary £62,947 £69,447 £75,000
% change year-on-year -9.36% -7.40% +37.61%

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 1,348 1,970 2,222
As % of all permanent jobs advertised in Edinburgh 89.75% 95.96% 93.87%
Number of salaries quoted 949 1,151 1,382
10th Percentile £35,000 £36,250 £35,313
25th Percentile £46,250 £45,000 £45,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% +10.00%
75th Percentile £73,500 £77,715 £70,000
90th Percentile £98,474 £90,000 £85,000
Scotland median annual salary £52,500 £57,500 £54,000
% change year-on-year -8.70% +6.48% +10.20%

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 10 May 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 (13.33%) Microsoft Excel
Cloud Services
1 4 (26.67%) Azure
2 3 (20.00%) Azure DevOps
2 3 (20.00%) GCP
2 3 (20.00%) GitHub
2 3 (20.00%) PaaS
3 2 (13.33%) Power Platform
4 1 (6.67%) AWS
Database & Business Intelligence
1 2 (13.33%) Power BI
2 1 (6.67%) Metadata
2 1 (6.67%) MongoDB
Development Applications
1 3 (20.00%) Jenkins
General
1 11 (73.33%) Finance
2 9 (60.00%) Banking
3 6 (40.00%) Social Skills
4 4 (26.67%) Analytical Skills
Job Titles
1 8 (53.33%) Data Scientist
2 6 (40.00%) Senior
2 6 (40.00%) Senior Data Scientist
3 4 (26.67%) Lead
4 3 (20.00%) Cloud Engineer
4 3 (20.00%) Cloud Security Engineer
4 3 (20.00%) Lead Data Scientist
4 3 (20.00%) Security Engineer
4 3 (20.00%) Senior Cloud Engineer
4 3 (20.00%) Senior Security Engineer
5 2 (13.33%) Analyst
5 2 (13.33%) Data Analyst
5 2 (13.33%) Junior
5 2 (13.33%) Junior Data Scientist
5 2 (13.33%) Technical Analyst
6 1 (6.67%) Architect
6 1 (6.67%) Data Architect
Libraries, Frameworks & Software Standards
1 8 (53.33%) Pandas
2 5 (33.33%) XGBoost
Miscellaneous
1 8 (53.33%) Data Structures
2 4 (26.67%) Product Ownership
3 3 (20.00%) Public Cloud
Processes & Methodologies
1 9 (60.00%) Agile
1 9 (60.00%) Data Science
2 8 (53.33%) Artificial Intelligence
2 8 (53.33%) Decision Tree
2 8 (53.33%) LLM
2 8 (53.33%) Machine Learning
2 8 (53.33%) Natural Language Processing
2 8 (53.33%) Random Forest
2 8 (53.33%) Statistical Modelling
3 6 (40.00%) Decision-Making
4 5 (33.33%) Data Pipeline
4 5 (33.33%) Econometrics
4 5 (33.33%) Gradient Boosting
5 3 (20.00%) CI/CD
5 3 (20.00%) Cloud Security
5 3 (20.00%) Customer Experience
5 3 (20.00%) Generative AI
5 3 (20.00%) Intelligent Automation
5 3 (20.00%) Price Optimisation
5 3 (20.00%) Roadmaps
Programming Languages
1 13 (86.67%) Python
2 10 (66.67%) SQL
System Software
1 3 (20.00%) Docker
Systems Management
1 3 (20.00%) Kubernetes
1 3 (20.00%) Terraform
Vendors
1 3 (20.00%) Google