Period
to 24 September 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 September 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
Scotland > Edinburgh
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 132 139 104
Rank change year-on-year +7 -35 -4
Permanent jobs citing UML 19 13 30
As % of all permanent IT jobs advertised in Edinburgh 0.76% 0.50% 1.28%
As % of the Processes & Methodologies category 0.81% 0.53% 1.38%
Number of salaries quoted 15 19 16
Edinburgh median annual salary £65,000 £85,000 £50,000
Median salary % change year-on-year -23.53% +70.00% +11.11%
10th Percentile £41,000 £53,500 £37,500
90th Percentile £74,500 £90,000 £150,750
Scotland median annual salary £65,000 £80,000 £50,000
% change year-on-year -18.75% +60.00% +5.26%

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 2,343 2,434 2,178
As % of all permanent IT jobs advertised in Edinburgh 93.35% 93.08% 93.24%
Number of salaries quoted 1,448 1,470 1,382
Edinburgh median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +3.45%
10th Percentile £29,250 £27,500 £27,000
90th Percentile £75,000 £67,500 £70,000
Scotland median annual salary £45,750 £44,000 £44,000
% change year-on-year +3.98% - +3.53%

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 September 2018.

Salary histogram for UML in Edinburgh

For the 6 months to 24 September 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 13 (68.42%) Java
2 9 (47.37%) OO
2 9 (47.37%) Agile Software Development
3 8 (42.11%) JBoss
4 6 (31.58%) Data Modelling
4 6 (31.58%) Logical Data Model
4 6 (31.58%) Sequence Diagram
5 5 (26.32%) Relational Database
6 4 (21.05%) Service Management
6 4 (21.05%) ITSM
6 4 (21.05%) SQL
6 4 (21.05%) Oracle
6 4 (21.05%) User Stories
7 3 (15.79%) Use Case
7 3 (15.79%) User Experience
7 3 (15.79%) Unit Testing
7 3 (15.79%) SDLC
7 3 (15.79%) SQL Server
7 3 (15.79%) J2EE
7 3 (15.79%) RUP
7 3 (15.79%) JUnit
7 3 (15.79%) XML
7 3 (15.79%) XSD
7 3 (15.79%) Stakeholder Management
7 3 (15.79%) Scrum
8 2 (10.53%) Unified Process
8 2 (10.53%) Hibernate
8 2 (10.53%) Software Engineering
8 2 (10.53%) Systems Analysis
8 2 (10.53%) MVC

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 8 (42.11%) JBoss
2 2 (10.53%) WebSphere
3 1 (5.26%) SAS
Cloud Services
1 2 (10.53%) Amazon AWS
2 1 (5.26%) Microsoft Azure
Communications & Networking
1 1 (5.26%) X.25
Database & Business Intelligence
1 5 (26.32%) Relational Database
2 3 (15.79%) SQL Server
3 2 (10.53%) RDBMS
4 1 (5.26%) Big Data
4 1 (5.26%) DB2
4 1 (5.26%) Hadoop
Development Applications
1 3 (15.79%) JUnit
General
1 2 (10.53%) Marketing
2 1 (5.26%) Finance
2 1 (5.26%) Local Government
2 1 (5.26%) Manufacturing
2 1 (5.26%) Retail
Job Titles
1 8 (42.11%) Architect
2 7 (36.84%) Solutions Architect
3 5 (26.32%) Analyst
3 5 (26.32%) Senior Architect
3 5 (26.32%) Senior Solutions Architect
4 3 (15.79%) Business Analyst
4 3 (15.79%) Developer
4 3 (15.79%) Java Developer
5 2 (10.53%) Applications Developer
5 2 (10.53%) J2EE Applications Developer
5 2 (10.53%) J2EE Developer
5 2 (10.53%) Java Applications Developer
5 2 (10.53%) Java Architect
5 2 (10.53%) Java/J2EE Developer
5 2 (10.53%) Senior Software Engineer
5 2 (10.53%) Software Analyst
5 2 (10.53%) Software Engineer
5 2 (10.53%) Systems Analyst
6 1 (5.26%) Lead Architect
6 1 (5.26%) Senior J2EE Applications Developer
Libraries, Frameworks & Software Standards
1 3 (15.79%) J2EE
1 3 (15.79%) XML
1 3 (15.79%) XSD
2 2 (10.53%) CSS
2 2 (10.53%) Dojo
2 2 (10.53%) EJB
2 2 (10.53%) EJB 3.0
2 2 (10.53%) Hibernate
2 2 (10.53%) HTML
2 2 (10.53%) Java EE
2 2 (10.53%) jQuery
2 2 (10.53%) JSP
2 2 (10.53%) Servlets
Miscellaneous
1 3 (15.79%) User Experience
2 2 (10.53%) Enterprise Software
2 2 (10.53%) N-Tier
3 1 (5.26%) e-Learning
Processes & Methodologies
1 9 (47.37%) Agile Software Development
1 9 (47.37%) OO
2 6 (31.58%) Data Modelling
2 6 (31.58%) Logical Data Model
2 6 (31.58%) Sequence Diagram
3 4 (21.05%) ITSM
3 4 (21.05%) Service Management
3 4 (21.05%) User Stories
4 3 (15.79%) RUP
4 3 (15.79%) Scrum
4 3 (15.79%) SDLC
4 3 (15.79%) Stakeholder Management
4 3 (15.79%) Unit Testing
4 3 (15.79%) Use Case
5 2 (10.53%) ITIL
5 2 (10.53%) MVC
5 2 (10.53%) Problem-Solving
5 2 (10.53%) Quality Management
5 2 (10.53%) Regulatory Compliance
5 2 (10.53%) Workflow
Programming Languages
1 13 (68.42%) Java
2 4 (21.05%) SQL
3 2 (10.53%) JavaScript
4 1 (5.26%) C++
4 1 (5.26%) Python
Qualifications
1 2 (10.53%) SC Cleared
1 2 (10.53%) Security Cleared
2 1 (5.26%) AWS Certification
2 1 (5.26%) Computer Science Degree
2 1 (5.26%) Degree
2 1 (5.26%) ISEB
2 1 (5.26%) TOGAF Certification
Quality Assurance & Compliance
1 2 (10.53%) GDPR
2 1 (5.26%) QA
Vendors
1 4 (21.05%) Oracle
2 1 (5.26%) IBM
2 1 (5.26%) Teradata
2 1 (5.26%) TIBCO