Period
to 21 November 2017

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

Use Cases
UK > Scotland
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 187 148 185
Rank change year-on-year -39 +37 +3
Permanent jobs citing Use Case 47 67 60
As % of all permanent IT jobs advertised in Scotland 0.83% 1.30% 0.94%
As % of the Processes & Methodologies category 0.91% 1.42% 1.03%
Number of salaries quoted 29 35 37
Scotland median annual salary £43,500 £55,000 £55,000
Median salary % change year-on-year -20.91% - +29.41%
10th Percentile £27,000 £39,300 £31,900
90th Percentile £82,500 £62,500 £64,250
UK median annual salary £55,000 £53,500 £51,500
% change year-on-year +2.80% +3.88% +3.00%

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.

All Process and Methodology Skills
Scotland
Permanent vacancies with a requirement for process or methodology skills 5148 4729 5815
As % of all permanent IT jobs advertised in Scotland 90.87% 91.42% 90.89%
Number of salaries quoted 3286 2868 3679
Scotland median annual salary £45,000 £44,500 £42,500
Median salary % change year-on-year +1.12% +4.71% +2.41%
10th Percentile £28,250 £28,250 £27,750
90th Percentile £66,250 £65,000 £63,750
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

Use Case
Job Vacancy Trend in Scotland

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

Job vacancy trend for Use Case in Scotland

Use Case
Salary Trend in Scotland

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

Salary trend for Use Case in Scotland

Use Case
Salary Histogram in Scotland

The salary distribution of IT jobs citing Use Case in Scotland over the 6 months to 21 November 2017.

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 21 November 2017. 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
Job
Vacancies
Edinburgh -19 24 £42,750 -22.27% 2
Glasgow -28 23 £52,500 -
Use Case
UK

For the 6 months to 21 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 Scotland region with a requirement for Use Case.

1 26 (55.32%) Agile Software Development
2 21 (44.68%) Analytics
3 17 (36.17%) Degree
4 15 (31.91%) Business Analysis
5 13 (27.66%) Data Analytics
6 11 (23.40%) QA
6 11 (23.40%) Stakeholder Management
6 11 (23.40%) Data Modelling
6 11 (23.40%) Computer Science Degree
7 10 (21.28%) Stakeholder and Relationship Management
7 10 (21.28%) Finance
7 10 (21.28%) Scrum
8 9 (19.15%) Continuous Improvement
8 9 (19.15%) User Stories
9 8 (17.02%) Gradle
9 8 (17.02%) Jenkins
9 8 (17.02%) Android SDK
9 8 (17.02%) Performance Tuning
9 8 (17.02%) Android Studio
9 8 (17.02%) RxJava
9 8 (17.02%) Over-the-Top Content
9 8 (17.02%) User Experience
9 8 (17.02%) Firebase
9 8 (17.02%) Qlik Sense
9 8 (17.02%) Kotlin
9 8 (17.02%) REST
9 8 (17.02%) Git (software)
9 8 (17.02%) Test Automation
9 8 (17.02%) Confluence
9 8 (17.02%) JIRA

Use Case
Co-occurring IT Skills in Scotland 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 8 (17.02%) Confluence
2 3 (6.38%) IIS
3 1 (2.13%) CMS
3 1 (2.13%) Oracle SOA Suite
3 1 (2.13%) SharePoint
3 1 (2.13%) WebLogic
Applications
1 8 (17.02%) MS Visio
2 6 (12.77%) Microsoft Office
Cloud Services
1 8 (17.02%) Firebase
2 5 (10.64%) Amazon AWS
2 5 (10.64%) Cloud Computing
Database & Business Intelligence
1 8 (17.02%) Qlik Sense
2 3 (6.38%) Crystal Reports
2 3 (6.38%) SQL Server
2 3 (6.38%) SQL Server Reporting Services
3 2 (4.26%) QlikView
4 1 (2.13%) Oracle Database
4 1 (2.13%) Oracle Database 10g
4 1 (2.13%) Oracle Database 11g
4 1 (2.13%) RDBMS
4 1 (2.13%) Relational Database
Development Applications
1 8 (17.02%) Android Studio
1 8 (17.02%) Ant
1 8 (17.02%) Eclipse
1 8 (17.02%) Git (software)
1 8 (17.02%) Gradle
1 8 (17.02%) Jenkins
1 8 (17.02%) JIRA
2 3 (6.38%) SpecFlow
General
1 10 (21.28%) Finance
Job Titles
1 25 (53.19%) Analyst
2 16 (34.04%) Business Analyst
3 10 (21.28%) Software Analyst
4 8 (17.02%) Android Developer
4 8 (17.02%) Business Development Analyst
4 8 (17.02%) Developer
4 8 (17.02%) Development Analyst
4 8 (17.02%) Lead Android Developer
4 8 (17.02%) Lead Developer
4 8 (17.02%) Software Development Analyst
4 8 (17.02%) Software Development Business Analyst
5 6 (12.77%) Agile Business Analyst
5 6 (12.77%) Security Engineer
6 5 (10.64%) Architect
6 5 (10.64%) AWS Architect
7 4 (8.51%) IT Analyst
7 4 (8.51%) Senior Analyst
7 4 (8.51%) Senior Business Analyst
8 3 (6.38%) SQL Analyst
9 2 (4.26%) Finance Business Analyst
Libraries, Frameworks & Software Standards
1 8 (17.02%) Android SDK
1 8 (17.02%) REST
1 8 (17.02%) RxJava
2 4 (8.51%) CSS
3 2 (4.26%) .NET
4 1 (2.13%) Hibernate
4 1 (2.13%) Java EE
4 1 (2.13%) jQuery
4 1 (2.13%) JSP
4 1 (2.13%) Spring
4 1 (2.13%) XML
Miscellaneous
1 8 (17.02%) Over-the-Top Content
1 8 (17.02%) STB
1 8 (17.02%) User Experience
2 5 (10.64%) Analytical Skills
2 5 (10.64%) Computer Science
2 5 (10.64%) N-Tier
2 5 (10.64%) Security Operations Centre
Operating Systems
1 8 (17.02%) Android
2 7 (14.89%) Linux
3 1 (2.13%) Unix
3 1 (2.13%) Windows
Processes & Methodologies
1 26 (55.32%) Agile Software Development
2 21 (44.68%) Analytics
3 15 (31.91%) Business Analysis
4 13 (27.66%) Data Analytics
5 11 (23.40%) Data Modelling
5 11 (23.40%) Stakeholder Management
6 10 (21.28%) Scrum
6 10 (21.28%) Stakeholder and Relationship Management
7 9 (19.15%) Continuous Improvement
7 9 (19.15%) User Stories
8 8 (17.02%) Business Intelligence
8 8 (17.02%) Performance Tuning
8 8 (17.02%) Test Automation
9 7 (14.89%) UML
10 6 (12.77%) Cybersecurity
10 6 (12.77%) Robotic Process Automation
10 6 (12.77%) SIEM
10 6 (12.77%) Time Management
10 6 (12.77%) User Acceptance Testing
10 6 (12.77%) Waterfall
Programming Languages
1 8 (17.02%) Kotlin
1 8 (17.02%) Shell Script
2 6 (12.77%) SQL
3 1 (2.13%) Java
3 1 (2.13%) JavaScript
Qualifications
1 17 (36.17%) Degree
2 11 (23.40%) Computer Science Degree
3 6 (12.77%) CISSP
4 5 (10.64%) CEH
4 5 (10.64%) CompTIA Security+
4 5 (10.64%) Security+ Certification
5 3 (6.38%) HND
5 3 (6.38%) Postgraduate
6 1 (2.13%) CISM
Quality Assurance & Compliance
1 11 (23.40%) QA
System Software
1 3 (6.38%) Active Directory
Vendors
1 8 (17.02%) Microsoft
2 6 (12.77%) Oracle
3 5 (10.64%) IBM