Period
to 24 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for UML skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited UML over the 6 months to 24 June 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
Scotland > Edinburgh
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 114 116 109
Rank change year-on-year +2 -7 -12
Permanent jobs citing UML 42 23 41
As % of all permanent IT jobs advertised in Edinburgh 1.54% 0.98% 1.61%
As % of the Processes & Methodologies category 1.65% 1.05% 1.75%
Number of salaries quoted 37 26 20
Edinburgh median annual salary £65,000 £60,000 £50,500
Median salary % change year-on-year +8.33% +18.81% +12.85%
10th Percentile £41,500 £46,250 £40,000
90th Percentile £73,000 £90,000 £150,750
Scotland median annual salary £65,000 £60,000 £52,500
% change year-on-year +8.33% +14.29% +12.30%

UML 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 2,542 2,191 2,338
As % of all permanent IT jobs advertised in Edinburgh 93.32% 93.19% 91.90%
Number of salaries quoted 1,621 1,376 1,456
Edinburgh median annual salary £45,000 £45,000 £45,000
10th Percentile £28,000 £28,750 £27,500
90th Percentile £70,000 £72,500 £70,000
Scotland median annual salary £45,000 £45,000 £45,000

UML
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for UML in Edinburgh

UML
Salary Trend in Edinburgh

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

Salary trend for UML in Edinburgh

UML
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing UML in Edinburgh over the 6 months to 24 June 2018.

Salary histogram for UML in Edinburgh

For the 6 months to 24 June 2018, IT jobs citing UML also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Edinburgh region with a requirement for UML.

1 26 (61.90%) Java
2 22 (52.38%) OO
3 21 (50.00%) JBoss
3 21 (50.00%) Data Modelling
4 16 (38.10%) Logical Data Model
4 16 (38.10%) Sequence Diagram
5 12 (28.57%) Agile Software Development
6 6 (14.29%) Use Case
6 6 (14.29%) Software Engineering
6 6 (14.29%) User Stories
7 5 (11.90%) Relational Database
7 5 (11.90%) Analytical Skills
7 5 (11.90%) Requirements Analysis
7 5 (11.90%) Degree
7 5 (11.90%) Stakeholder Management
8 4 (9.52%) Device Driver
8 4 (9.52%) Service Management
8 4 (9.52%) ITSM
8 4 (9.52%) Wireless
8 4 (9.52%) Workflow
8 4 (9.52%) Assembly Language
8 4 (9.52%) C
8 4 (9.52%) SQL Server
8 4 (9.52%) XML
8 4 (9.52%) Mentoring
8 4 (9.52%) User Experience
8 4 (9.52%) Embedded Systems
8 4 (9.52%) Device Driver Development
9 3 (7.14%) SDLC
9 3 (7.14%) jQuery

UML
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 21 (50.00%) JBoss
2 2 (4.76%) WebSphere
Applications
1 2 (4.76%) MS Visio
Cloud Services
1 1 (2.38%) Amazon AWS
1 1 (2.38%) Microsoft Azure
Communications & Networking
1 4 (9.52%) Wireless
2 1 (2.38%) X.25
Database & Business Intelligence
1 5 (11.90%) Relational Database
2 4 (9.52%) SQL Server
3 2 (4.76%) RDBMS
Development Applications
1 3 (7.14%) JUnit
2 1 (2.38%) Visual Studio
General
1 2 (4.76%) Marketing
2 1 (2.38%) Finance
Job Titles
1 21 (50.00%) Architect
2 20 (47.62%) Solutions Architect
3 13 (30.95%) Senior Architect
3 13 (30.95%) Senior Solutions Architect
4 11 (26.19%) Analyst
5 9 (21.43%) Business Analyst
6 6 (14.29%) Software Engineer
7 4 (9.52%) Developer
7 4 (9.52%) Embedded Engineer
7 4 (9.52%) Embedded Software Engineer
8 3 (7.14%) Java Developer
8 3 (7.14%) Lead Architect
8 3 (7.14%) Lead Solutions Architect
8 3 (7.14%) Technical Analyst
8 3 (7.14%) Technical Business Analyst
9 2 (4.76%) Applications Developer
9 2 (4.76%) J2EE Developer
9 2 (4.76%) Senior Software Engineer
9 2 (4.76%) Software Analyst
9 2 (4.76%) Systems Analyst
Libraries, Frameworks & Software Standards
1 4 (9.52%) XML
2 3 (7.14%) CSS
2 3 (7.14%) HTML
2 3 (7.14%) J2EE
2 3 (7.14%) jQuery
2 3 (7.14%) XSD
3 2 (4.76%) Dojo
3 2 (4.76%) EJB
3 2 (4.76%) EJB 3.0
3 2 (4.76%) Hibernate
3 2 (4.76%) Java EE
3 2 (4.76%) JSP
3 2 (4.76%) Servlets
4 1 (2.38%) .NET
4 1 (2.38%) KnockoutJS
4 1 (2.38%) Twitter Bootstrap
Miscellaneous
1 5 (11.90%) Analytical Skills
2 4 (9.52%) Device Driver
2 4 (9.52%) Embedded Systems
2 4 (9.52%) User Experience
3 3 (7.14%) EPoS
4 2 (4.76%) Enterprise Software
4 2 (4.76%) N-Tier
5 1 (2.38%) e-Learning
Processes & Methodologies
1 22 (52.38%) OO
2 21 (50.00%) Data Modelling
3 16 (38.10%) Logical Data Model
3 16 (38.10%) Sequence Diagram
4 12 (28.57%) Agile Software Development
5 6 (14.29%) Software Engineering
5 6 (14.29%) Use Case
5 6 (14.29%) User Stories
6 5 (11.90%) Requirements Analysis
6 5 (11.90%) Stakeholder Management
7 4 (9.52%) Device Driver Development
7 4 (9.52%) ITSM
7 4 (9.52%) Mentoring
7 4 (9.52%) Service Management
7 4 (9.52%) Workflow
8 3 (7.14%) RUP
8 3 (7.14%) Scrum
8 3 (7.14%) SDLC
8 3 (7.14%) Unit Testing
9 2 (4.76%) ITIL
Programming Languages
1 26 (61.90%) Java
2 4 (9.52%) Assembly Language
2 4 (9.52%) C
3 3 (7.14%) JavaScript
3 3 (7.14%) SQL
4 1 (2.38%) C#
4 1 (2.38%) C++
4 1 (2.38%) T-SQL
Qualifications
1 5 (11.90%) Degree
2 2 (4.76%) SC Cleared
2 2 (4.76%) Security Cleared
3 1 (2.38%) Computer Science Degree
3 1 (2.38%) ISEB
3 1 (2.38%) TOGAF Certification
Quality Assurance & Compliance
1 2 (4.76%) GDPR
2 1 (2.38%) QA
Systems Management
1 1 (2.38%) Systems Management Server (SMS)
Vendors
1 3 (7.14%) Oracle
2 1 (2.38%) IBM
2 1 (2.38%) Microsoft
2 1 (2.38%) TIBCO