The table below looks at the statistics for UML skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited UML over the 3 months to 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Unified Modeling Language (UML)
Rank 80 65 93
Rank change year-on-year
-15 +28
Permanent jobs citing UML 10 39 19
As % of all permanent IT jobs located in Edinburgh 0.88% 2.44% 1.26%
As % of the Processes & Methodologies category 0.97% 2.69% 1.45%
Number of salaries quoted 5 33 13
Median salary £50,000 £45,000 £42,500
Median salary % change year-on-year
+11.11% +5.88%
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
UML
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Edinburgh region.

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
1035 1448 1314
As % of all permanent IT jobs located in Edinburgh 91.35% 90.44% 87.14%
Number of salaries quoted 738 902 890
Median salary £47,500 £44,000 £41,500
Median salary % change year-on-year
+7.95% +6.02%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £72,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

UML
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing UML as a proportion of all IT jobs with a match in the Processes & Methodologies category.

UML Jobs Demand Trend in Edinburgh

UML
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing UML across the Edinburgh region.

UML Salary Trend in Edinburgh

UML
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing UML across the Edinburgh region over the 3 months to 29 September 2016.

UML Salary Histogram in Edinburgh

UML
Top 30 Related IT Skills in Edinburgh

For the 6 months to 29 September 2016, IT jobs citing UML 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 UML.

1 14 (46.67%) .NET
2 13 (43.33%) Oracle
2 13 (43.33%) Finance
2 13 (43.33%) Agile Software Development
3 12 (40.00%) SOA
4 11 (36.67%) C++
5 10 (33.33%) Microsoft
6 9 (30.00%) Data Modelling
6 9 (30.00%) MVC
6 9 (30.00%) SQL
6 9 (30.00%) SQL Server
6 9 (30.00%) JavaScript
7 8 (26.67%) C#
7 8 (26.67%) ASP.NET
7 8 (26.67%) Scrum
8 7 (23.33%) Degree
8 7 (23.33%) Java
9 6 (20.00%) PL/SQL
9 6 (20.00%) IIS
9 6 (20.00%) OOA/OOD
9 6 (20.00%) Windows
9 6 (20.00%) BizTalk Server
9 6 (20.00%) Continuous Integration
9 6 (20.00%) PowerShell
9 6 (20.00%) Domain-Driven Design
9 6 (20.00%) TDD
9 6 (20.00%) Banking
9 6 (20.00%) Software Engineering
9 6 (20.00%) SQL Server Integration Services
9 6 (20.00%) BDD

UML
Top Related 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 6 (20.00%) BizTalk Server
1 6 (20.00%) IIS
2 1 (3.33%) JBoss
2 1 (3.33%) WebSphere
Applications
1 3 (10.00%) MS Visio
2 1 (3.33%) MS Excel
Business Applications
1 1 (3.33%) Sonata
Communications & Networking
1 1 (3.33%) CTI
Database & Business Intelligence
1 9 (30.00%) SQL Server
2 6 (20.00%) SQL Server Integration Services
3 2 (6.67%) Big Data
Development Applications
1 5 (16.67%) Rational DOORS
1 5 (16.67%) Rational Rhapsody
2 2 (6.67%) Visual Studio
General
1 13 (43.33%) Finance
2 6 (20.00%) Banking
3 4 (13.33%) Financial Institution
3 4 (13.33%) Telecoms
4 1 (3.33%) Avionics
4 1 (3.33%) Electronics
Job Titles
1 13 (43.33%) Architect
2 6 (20.00%) Agile Business Analyst
2 6 (20.00%) Analyst
2 6 (20.00%) Business Analyst
3 5 (16.67%) Software Engineer
4 4 (13.33%) Senior Architect
4 4 (13.33%) Solutions Architect
5 3 (10.00%) .NET Architect
5 3 (10.00%) Digital Architect
6 2 (6.67%) .NET Team Leader
6 2 (6.67%) Business Development Analyst
6 2 (6.67%) Consultant
6 2 (6.67%) Developer
6 2 (6.67%) Development Analyst
6 2 (6.67%) Development Manager
6 2 (6.67%) Systems Architect
6 2 (6.67%) Team Leader
6 2 (6.67%) Technical Consultant
6 2 (6.67%) User Experience Architect
7 1 (3.33%) Software Developer
Libraries, Frameworks & Software Standards
1 14 (46.67%) .NET
2 8 (26.67%) ASP.NET
3 5 (16.67%) HTML
3 5 (16.67%) Java EE
4 4 (13.33%) XML
5 3 (10.00%) JSP
6 2 (6.67%) .NET Framework
6 2 (6.67%) CSS
6 2 (6.67%) Entity Framework
6 2 (6.67%) J2EE
6 2 (6.67%) SAML
6 2 (6.67%) Web Services
6 2 (6.67%) XSLT
7 1 (3.33%) Dojo
7 1 (3.33%) EJB
7 1 (3.33%) EJB 3.0
7 1 (3.33%) Hibernate
7 1 (3.33%) JPA
7 1 (3.33%) jQuery
7 1 (3.33%) Servlets
Miscellaneous
1 4 (13.33%) Digital Media
1 4 (13.33%) Management Information System
2 2 (6.67%) Enterprise Software
2 2 (6.67%) EPoS
2 2 (6.67%) User Experience
3 1 (3.33%) Computer Science
Operating Systems
1 6 (20.00%) Windows
2 5 (16.67%) VxWorks
Processes & Methodologies
1 13 (43.33%) Agile Software Development
2 12 (40.00%) SOA
3 9 (30.00%) Data Modelling
3 9 (30.00%) MVC
4 8 (26.67%) Scrum
5 6 (20.00%) BDD
5 6 (20.00%) Continuous Integration
5 6 (20.00%) Domain-Driven Design
5 6 (20.00%) OOA/OOD
5 6 (20.00%) Software Engineering
5 6 (20.00%) TDD
6 5 (16.67%) Business Analysis
6 5 (16.67%) CRM
7 4 (13.33%) Business Development
7 4 (13.33%) ITIL
7 4 (13.33%) Open Source
7 4 (13.33%) TOGAF
7 4 (13.33%) User Stories
7 4 (13.33%) Web Development
7 4 (13.33%) Zachman Framework
Programming Languages
1 11 (36.67%) C++
2 9 (30.00%) JavaScript
2 9 (30.00%) SQL
3 8 (26.67%) C#
4 7 (23.33%) Java
5 6 (20.00%) PL/SQL
5 6 (20.00%) PowerShell
6 5 (16.67%) MATLAB
7 1 (3.33%) T-SQL
7 1 (3.33%) VB.NET
7 1 (3.33%) VBA
Qualifications
1 7 (23.33%) Degree
2 5 (16.67%) Security Cleared
3 1 (3.33%) SC Cleared
Quality Assurance & Compliance
1 4 (13.33%) COBIT
1 4 (13.33%) QA
Vendors
1 13 (43.33%) Oracle
2 10 (33.33%) Microsoft
3 4 (13.33%) Cognizant
3 4 (13.33%) IBM
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