Period
to 25 February 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 25 February 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
Scotland > Edinburgh
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 119 69 117
Rank change year-on-year -50 +48 -21
Permanent jobs citing UML 27 59 37
As % of all permanent IT jobs advertised in Edinburgh 1.02% 2.70% 1.34%
As % of the Processes & Methodologies category 1.12% 2.92% 1.46%
Number of salaries quoted 23 30 25
Edinburgh median annual salary £47,500 £58,750 £50,000
Median salary % change year-on-year -19.15% +17.50% +16.96%
10th Percentile £39,000 £39,800 £36,750
90th Percentile £68,750 £62,500 £75,000
Scotland median annual salary £47,500 £50,000 £50,000
% change year-on-year -5.00% - +16.96%

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 2,411 2,022 2,526
As % of all permanent IT jobs advertised in Edinburgh 91.05% 92.67% 91.32%
Number of salaries quoted 1,550 1,327 1,621
Edinburgh median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £30,000 £28,750
90th Percentile £67,550 £70,000 £66,500
Scotland median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +1.18%

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 25 February 2018.

Salary histogram for UML in Edinburgh

For the 6 months to 25 February 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 (48.15%) OO
2 12 (44.44%) Java
3 11 (40.74%) Data Modelling
4 9 (33.33%) JBoss
5 7 (25.93%) Use Case
5 7 (25.93%) Mentoring
6 6 (22.22%) Logical Data Model
6 6 (22.22%) Sequence Diagram
6 6 (22.22%) Agile Software Development
7 5 (18.52%) C
7 5 (18.52%) Analytical Skills
7 5 (18.52%) Software Engineering
7 5 (18.52%) Requirements Analysis
7 5 (18.52%) Degree
8 4 (14.81%) Embedded Systems
8 4 (14.81%) User Stories
8 4 (14.81%) Domain Models
8 4 (14.81%) Device Driver Development
8 4 (14.81%) EPoS
8 4 (14.81%) Assembly Language
8 4 (14.81%) Wireless
8 4 (14.81%) Finance
8 4 (14.81%) Device Driver
9 3 (11.11%) Hibernate
9 3 (11.11%) Red Hat
9 3 (11.11%) SOA
9 3 (11.11%) B2B
9 3 (11.11%) Microsoft
9 3 (11.11%) C#
9 3 (11.11%) SQL Server

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 9 (33.33%) JBoss
Applications
1 2 (7.41%) MS Visio
Communications & Networking
1 4 (14.81%) Wireless
Database & Business Intelligence
1 3 (11.11%) SQL Server
2 1 (3.70%) Big Data
2 1 (3.70%) Data Warehouse
2 1 (3.70%) Power BI
2 1 (3.70%) SQL Server 2012
2 1 (3.70%) SQL Server 2016
2 1 (3.70%) SQL Server Analysis Services
2 1 (3.70%) SQL Server Integration Services
2 1 (3.70%) SQL Server Reporting Services
Development Applications
1 2 (7.41%) Visual Studio
2 1 (3.70%) Rational DOORS
2 1 (3.70%) Rational Rhapsody
General
1 4 (14.81%) Finance
2 1 (3.70%) Avionics
2 1 (3.70%) Manufacturing
2 1 (3.70%) Marketing
Job Titles
1 10 (37.04%) Architect
2 9 (33.33%) Solutions Architect
3 7 (25.93%) Analyst
3 7 (25.93%) Business Analyst
4 5 (18.52%) Senior Architect
4 5 (18.52%) Senior Solutions Architect
4 5 (18.52%) Software Engineer
5 4 (14.81%) Embedded Engineer
5 4 (14.81%) Embedded Software Engineer
6 3 (11.11%) Designer
6 3 (11.11%) Developer
7 2 (7.41%) .NET Developer
8 1 (3.70%) Applications Architect
8 1 (3.70%) Business Intelligence Developer
8 1 (3.70%) C Software Engineer
8 1 (3.70%) C++ Software Engineer
8 1 (3.70%) SQL Developer
8 1 (3.70%) SQL Server Developer
8 1 (3.70%) Technical Analyst
8 1 (3.70%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 3 (11.11%) Apache OpenJPA
1 3 (11.11%) Hibernate
1 3 (11.11%) JPA
2 2 (7.41%) .NET
2 2 (7.41%) CSS
2 2 (7.41%) HTML
2 2 (7.41%) jQuery
2 2 (7.41%) KnockoutJS
2 2 (7.41%) Twitter Bootstrap
2 2 (7.41%) XML
3 1 (3.70%) CGI
Miscellaneous
1 5 (18.52%) Analytical Skills
2 4 (14.81%) Device Driver
2 4 (14.81%) Embedded Systems
2 4 (14.81%) EPoS
3 2 (7.41%) User Experience
4 1 (3.70%) Computer Science
4 1 (3.70%) Management Information System
Operating Systems
1 1 (3.70%) VxWorks
Processes & Methodologies
1 13 (48.15%) OO
2 11 (40.74%) Data Modelling
3 7 (25.93%) Mentoring
3 7 (25.93%) Use Case
4 6 (22.22%) Agile Software Development
4 6 (22.22%) Logical Data Model
4 6 (22.22%) Sequence Diagram
5 5 (18.52%) Requirements Analysis
5 5 (18.52%) Software Engineering
6 4 (14.81%) Device Driver Development
6 4 (14.81%) Domain Models
6 4 (14.81%) User Stories
7 3 (11.11%) B2B
7 3 (11.11%) OOA/OOD
7 3 (11.11%) SOA
7 3 (11.11%) SOLID
8 2 (7.41%) Business Analysis
8 2 (7.41%) Data Analysis
8 2 (7.41%) Process Management
8 2 (7.41%) Workflow
Programming Languages
1 12 (44.44%) Java
2 5 (18.52%) C
3 4 (14.81%) Assembly Language
4 3 (11.11%) C#
4 3 (11.11%) T-SQL
5 2 (7.41%) JavaScript
6 1 (3.70%) C++
6 1 (3.70%) MATLAB
6 1 (3.70%) SQL
Qualifications
1 5 (18.52%) Degree
Quality Assurance & Compliance
1 1 (3.70%) PMO
1 1 (3.70%) TickIT
Systems Management
1 2 (7.41%) Systems Management Server (SMS)
Vendors
1 3 (11.11%) Microsoft
1 3 (11.11%) Red Hat
2 1 (3.70%) Casewise