Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

Use Cases
Scotland > Edinburgh
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 123 113 144
Rank change year-on-year -10 +31 -31
Permanent jobs citing Use Case 24 25 20
As % of all permanent IT jobs advertised in Edinburgh 0.89% 1.09% 0.65%
As % of the Processes & Methodologies category 0.97% 1.18% 0.71%
Number of salaries quoted 18 15 8
Edinburgh median annual salary £42,750 £55,000 £34,250
Median salary % change year-on-year -22.27% +60.58% -19.41%
10th Percentile £27,000 £44,600 £29,875
90th Percentile £53,750 £62,500 £55,275
Scotland median annual salary £43,500 £55,000 £55,000
% change year-on-year -20.91% - +29.41%

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.

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2466 2114 2810
As % of all permanent IT jobs advertised in Edinburgh 91.13% 92.48% 91.80%
Number of salaries quoted 1488 1374 1772
Edinburgh median annual salary £42,500 £45,000 £43,500
Median salary % change year-on-year -5.56% +3.45% +3.57%
10th Percentile £27,000 £29,505 £27,500
90th Percentile £66,250 £70,000 £65,000
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

Use Case
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Use Case in Edinburgh

Use Case
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Use Case in Edinburgh.

Salary trend for Use Case in Edinburgh

Use Case
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Use Case in Edinburgh over the 6 months to 20 November 2017.

Salary histogram for Use Case in Edinburgh

For the 6 months to 20 November 2017, IT jobs citing Use Case also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Edinburgh region with a requirement for Use Case.

1 15 (62.50%) Business Analysis
2 10 (41.67%) Stakeholder and Relationship Management
2 10 (41.67%) Stakeholder Management
2 10 (41.67%) Data Modelling
3 8 (33.33%) Performance Tuning
3 8 (33.33%) Degree
4 6 (25.00%) SIEM
4 6 (25.00%) Cybersecurity
4 6 (25.00%) Security Operations
4 6 (25.00%) CISSP
4 6 (25.00%) Linux
5 5 (20.83%) Security+ Certification
5 5 (20.83%) CEH
5 5 (20.83%) CompTIA Security+
5 5 (20.83%) Cyber Threat Intelligence
5 5 (20.83%) Finance
5 5 (20.83%) Data Analytics
5 5 (20.83%) Analytics
5 5 (20.83%) Security Operations Centre
5 5 (20.83%) Threat Intelligence
6 4 (16.67%) Analytical Skills
6 4 (16.67%) Workflow
7 3 (12.50%) SQL Server Reporting Services
7 3 (12.50%) Agile Software Development
7 3 (12.50%) Postgraduate
7 3 (12.50%) Microsoft
7 3 (12.50%) Active Directory
7 3 (12.50%) SQL
7 3 (12.50%) SQL Server
7 3 (12.50%) Crystal Reports

Use Case
Co-occurring IT Skills in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (12.50%) IIS
2 1 (4.17%) CMS
2 1 (4.17%) SharePoint
Applications
1 1 (4.17%) MS Visio
Database & Business Intelligence
1 3 (12.50%) Crystal Reports
1 3 (12.50%) SQL Server
1 3 (12.50%) SQL Server Reporting Services
Development Applications
1 3 (12.50%) SpecFlow
General
1 5 (20.83%) Finance
Job Titles
1 18 (75.00%) Analyst
2 10 (41.67%) Business Analyst
3 8 (33.33%) Business Development Analyst
3 8 (33.33%) Development Analyst
3 8 (33.33%) Software Analyst
3 8 (33.33%) Software Development Analyst
3 8 (33.33%) Software Development Business Analyst
4 6 (25.00%) Security Engineer
5 4 (16.67%) IT Analyst
5 4 (16.67%) Senior Analyst
5 4 (16.67%) Senior Business Analyst
6 3 (12.50%) SQL Analyst
7 2 (8.33%) Senior Development Analyst
8 1 (4.17%) Cybersecurity Engineer
8 1 (4.17%) Information Security Engineer
8 1 (4.17%) Senior Information Security Engineer
8 1 (4.17%) Senior Security Engineer
8 1 (4.17%) SIEM Engineer
8 1 (4.17%) SOC Engineer
Libraries, Frameworks & Software Standards
1 3 (12.50%) CSS
Miscellaneous
1 5 (20.83%) Security Operations Centre
2 4 (16.67%) Analytical Skills
3 3 (12.50%) Computer Science
Operating Systems
1 6 (25.00%) Linux
2 1 (4.17%) Windows
Processes & Methodologies
1 15 (62.50%) Business Analysis
2 10 (41.67%) Data Modelling
2 10 (41.67%) Stakeholder and Relationship Management
2 10 (41.67%) Stakeholder Management
3 8 (33.33%) Performance Tuning
4 6 (25.00%) Cybersecurity
4 6 (25.00%) Security Operations
4 6 (25.00%) SIEM
5 5 (20.83%) Analytics
5 5 (20.83%) Cyber Threat Intelligence
5 5 (20.83%) Data Analytics
5 5 (20.83%) Threat Intelligence
6 4 (16.67%) Workflow
7 3 (12.50%) Agile Software Development
7 3 (12.50%) Customer Requirements
7 3 (12.50%) Mentoring
7 3 (12.50%) Presales
7 3 (12.50%) PRINCE2
8 1 (4.17%) Feasibility Study
8 1 (4.17%) Prototyping
Programming Languages
1 3 (12.50%) SQL
Qualifications
1 8 (33.33%) Degree
2 6 (25.00%) CISSP
3 5 (20.83%) CEH
3 5 (20.83%) CompTIA Security+
3 5 (20.83%) Security+ Certification
4 3 (12.50%) Computer Science Degree
4 3 (12.50%) HND
4 3 (12.50%) Postgraduate
5 1 (4.17%) CISM
System Software
1 3 (12.50%) Active Directory
Vendors
1 3 (12.50%) Microsoft