Period
to 13 December 2017

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 13 December 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
Scotland > Edinburgh
6 months to
13 Dec 2017
Same period 2016 Same period 2015
Rank 132 80 110
Rank change year-on-year -52 +30 +1
Permanent jobs citing UML 13 57 52
As % of all permanent IT jobs advertised in Edinburgh 0.49% 2.48% 1.73%
As % of the Processes & Methodologies category 0.54% 2.67% 1.88%
Number of salaries quoted 15 26 44
Edinburgh median annual salary £85,000 £50,000 £47,500
Median salary % change year-on-year +70.00% +5.26% +11.11%
10th Percentile £49,500 £36,500 £32,500
90th Percentile £90,000 £62,500 £75,000
Scotland median annual salary £75,000 £50,000 £50,000
% change year-on-year +50.00% - +17.65%

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 2426 2132 2762
As % of all permanent IT jobs advertised in Edinburgh 91.24% 92.70% 92.04%
Number of salaries quoted 1492 1418 1750
Edinburgh median annual salary £42,500 £45,750 £44,500
Median salary % change year-on-year -7.10% +2.81% +5.95%
10th Percentile £27,500 £30,000 £27,750
90th Percentile £66,250 £70,000 £65,000
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +2.41%

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 13 December 2017.

Salary histogram for UML in Edinburgh

For the 6 months to 13 December 2017, 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 9 (69.23%) Finance
2 8 (61.54%) SOA
3 5 (38.46%) Telecoms
3 5 (38.46%) Banking
3 5 (38.46%) TOGAF
3 5 (38.46%) E-Commerce
3 5 (38.46%) ISEB
3 5 (38.46%) Internet
3 5 (38.46%) Web Services
3 5 (38.46%) OO
3 5 (38.46%) Online Banking
3 5 (38.46%) Mobile Banking
4 4 (30.77%) Use Case
5 3 (23.08%) Mentoring
5 3 (23.08%) SOLID
5 3 (23.08%) JPA
5 3 (23.08%) Apache OpenJPA
5 3 (23.08%) Domain Models
5 3 (23.08%) OOA/OOD
5 3 (23.08%) C#
5 3 (23.08%) Java
5 3 (23.08%) Red Hat
5 3 (23.08%) Hibernate
6 2 (15.38%) Software Engineering
6 2 (15.38%) OOD
6 2 (15.38%) Microsoft
6 2 (15.38%) C++
6 2 (15.38%) T-SQL
6 2 (15.38%) SQL Server
6 2 (15.38%) C

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:

Applications
1 1 (7.69%) MS Visio
Communications & Networking
1 5 (38.46%) Internet
Database & Business Intelligence
1 2 (15.38%) SQL Server
2 1 (7.69%) Big Data
2 1 (7.69%) Data Warehouse
2 1 (7.69%) Power BI
2 1 (7.69%) SQL Server 2012
2 1 (7.69%) SQL Server 2016
2 1 (7.69%) SQL Server Analysis Services
2 1 (7.69%) SQL Server Integration Services
2 1 (7.69%) SQL Server Reporting Services
Development Applications
1 1 (7.69%) Rational DOORS
1 1 (7.69%) Rational Rhapsody
1 1 (7.69%) Visual Studio
General
1 9 (69.23%) Finance
2 5 (38.46%) Banking
2 5 (38.46%) Telecoms
3 1 (7.69%) Avionics
3 1 (7.69%) Manufacturing
3 1 (7.69%) Marketing
Job Titles
1 6 (46.15%) Architect
2 5 (38.46%) Digital Architect
2 5 (38.46%) Lead Architect
3 3 (23.08%) Designer
4 2 (15.38%) C Software Engineer
4 2 (15.38%) C/C++ Software Engineer
4 2 (15.38%) C++ Software Engineer
4 2 (15.38%) Developer
4 2 (15.38%) Software Engineer
5 1 (7.69%) Applications Architect
5 1 (7.69%) C/C++ Embedded Software Engineer
5 1 (7.69%) DOORS Engineer
5 1 (7.69%) Embedded C Software Engineer
5 1 (7.69%) Embedded Engineer
5 1 (7.69%) SQL BI Developer
5 1 (7.69%) SQL Developer
5 1 (7.69%) SQL Server Developer
5 1 (7.69%) SSAS Developer
5 1 (7.69%) SSIS Developer
5 1 (7.69%) SSRS Developer
Libraries, Frameworks & Software Standards
1 5 (38.46%) Web Services
2 3 (23.08%) Apache OpenJPA
2 3 (23.08%) Hibernate
2 3 (23.08%) JPA
3 1 (7.69%) .NET
3 1 (7.69%) CGI
3 1 (7.69%) CSS
3 1 (7.69%) HTML
3 1 (7.69%) jQuery
3 1 (7.69%) KnockoutJS
3 1 (7.69%) Twitter Bootstrap
3 1 (7.69%) XML
Miscellaneous
1 5 (38.46%) Mobile Banking
1 5 (38.46%) Online Banking
2 1 (7.69%) Computer Science
2 1 (7.69%) Management Information System
2 1 (7.69%) User Experience
Operating Systems
1 1 (7.69%) Linux
1 1 (7.69%) VxWorks
1 1 (7.69%) Windows
Processes & Methodologies
1 8 (61.54%) SOA
2 5 (38.46%) E-Commerce
2 5 (38.46%) OO
2 5 (38.46%) TOGAF
3 4 (30.77%) Use Case
4 3 (23.08%) Domain Models
4 3 (23.08%) Mentoring
4 3 (23.08%) OOA/OOD
4 3 (23.08%) SOLID
5 2 (15.38%) Agile Software Development
5 2 (15.38%) OOD
5 2 (15.38%) Software Engineering
6 1 (7.69%) Case Management
6 1 (7.69%) Contract Management
6 1 (7.69%) Critical Success Factor
6 1 (7.69%) Data Management
6 1 (7.69%) ISMS
6 1 (7.69%) Planning and Forecasting
6 1 (7.69%) Presales
6 1 (7.69%) Swim Lanes
Programming Languages
1 3 (23.08%) C#
1 3 (23.08%) Java
2 2 (15.38%) C
2 2 (15.38%) C++
2 2 (15.38%) T-SQL
3 1 (7.69%) JavaScript
3 1 (7.69%) MATLAB
3 1 (7.69%) SQL
Qualifications
1 5 (38.46%) ISEB
2 1 (7.69%) Degree
Quality Assurance & Compliance
1 1 (7.69%) PMO
1 1 (7.69%) TickIT
System Software
1 1 (7.69%) Firmware
Systems Management
1 1 (7.69%) Systems Management Server (SMS)
Vendors
1 3 (23.08%) Red Hat
2 2 (15.38%) Microsoft
3 1 (7.69%) Casewise