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 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Unified Modeling Language (UML)
Scotland / Edinburgh
Rank 70 77 82
Rank change year-on-year
+7 +5
Permanent jobs citing UML 20 15 27
As % of all permanent IT jobs located in Edinburgh 1.85% 1.19% 1.97%
As % of the Processes & Methodologies category 2.00% 1.31% 2.23%
Number of salaries quoted 14 5 12
Median salary £58,750 £50,000 £41,250
Median salary % change year-on-year
+17.50% +21.21%
90% offered a salary of more than £44,000 £50,000 £33,800
10% offered a salary of more than £61,750 £69,000 £63,500
UK excluding London median salary £50,000 £45,000 £42,500
% change year-on-year
+11.11% +5.88%

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
998 1149 1211
As % of all permanent IT jobs located in Edinburgh 92.07% 91.26% 88.33%
Number of salaries quoted 666 781 735
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year
- +7.95%
90% offered a salary of more than £35,000 £33,000 £32,500
10% offered a salary of more than £71,500 £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 25 February 2017.

UML Salary Histogram in Edinburgh

UML
Top 30 Related IT Skills in Edinburgh

For the 6 months to 25 February 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 37 (62.71%) Java
2 29 (49.15%) OO
2 29 (49.15%) Use Case
3 28 (47.46%) SOA
4 27 (45.76%) Agile Software Development
5 23 (38.98%) JPA
5 23 (38.98%) RichFaces
5 23 (38.98%) JSF
6 22 (37.29%) Apache CXF
7 19 (32.20%) Data Modelling
8 18 (30.51%) BPMN
9 17 (28.81%) Logical Data Model
9 17 (28.81%) Stakeholder Management
10 15 (25.42%) Hibernate
10 15 (25.42%) JBoss
10 15 (25.42%) Oracle
11 14 (23.73%) Presales
11 14 (23.73%) Wireframes
11 14 (23.73%) Open Source
11 14 (23.73%) User Stories
12 13 (22.03%) Oracle BPM
13 12 (20.34%) Oracle SOA Suite
13 12 (20.34%) Relational Database
13 12 (20.34%) Mentoring
13 12 (20.34%) Finance
13 12 (20.34%) Web Services
14 10 (16.95%) OOA/OOD
14 10 (16.95%) Red Hat
14 10 (16.95%) Apache OpenJPA
15 9 (15.25%) TOGAF

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 15 (25.42%) JBoss
2 12 (20.34%) Oracle SOA Suite
3 1 (1.69%) Apache
3 1 (1.69%) Confluence
3 1 (1.69%) nginx
Applications
1 3 (5.08%) MS Visio
2 1 (1.69%) MS Excel
2 1 (1.69%) MS Office
Business Applications
1 13 (22.03%) Oracle BPM
2 1 (1.69%) Sonata
Communications & Networking
1 1 (1.69%) Bluetooth
1 1 (1.69%) DECT
1 1 (1.69%) Wi-Fi
1 1 (1.69%) Wireless
1 1 (1.69%) ZigBee
Database & Business Intelligence
1 12 (20.34%) Relational Database
2 1 (1.69%) MySQL
2 1 (1.69%) PostgreSQL
Development Applications
1 1 (1.69%) Git (software)
1 1 (1.69%) JIRA
General
1 12 (20.34%) Finance
2 1 (1.69%) Legal
Job Titles
1 34 (57.63%) Architect
2 22 (37.29%) Solutions Architect
3 19 (32.20%) Technical Architect
4 14 (23.73%) Analyst
4 14 (23.73%) Business Analyst
5 9 (15.25%) Technical Solutions Architect
6 3 (5.08%) Consultant
6 3 (5.08%) Designer
6 3 (5.08%) Embedded Engineer
6 3 (5.08%) Java Architect
6 3 (5.08%) Lead Architect
6 3 (5.08%) Technical Leader
7 2 (3.39%) Embedded Firmware Engineer
7 2 (3.39%) Firmware Engineer
7 2 (3.39%) Software Analyst
7 2 (3.39%) Technical Analyst
7 2 (3.39%) Technical Business Analyst
7 2 (3.39%) Technical Consultant
8 1 (1.69%) Embedded C Engineer
8 1 (1.69%) Solutions Consultant
Libraries, Frameworks & Software Standards
1 23 (38.98%) JPA
1 23 (38.98%) JSF
1 23 (38.98%) RichFaces
2 22 (37.29%) Apache CXF
3 15 (25.42%) Hibernate
4 12 (20.34%) Web Services
5 10 (16.95%) Apache OpenJPA
6 5 (8.47%) Drools
7 2 (3.39%) HTML
7 2 (3.39%) JSP
7 2 (3.39%) SAML
7 2 (3.39%) XML
7 2 (3.39%) XSLT
8 1 (1.69%) AngularJS
8 1 (1.69%) CGI
8 1 (1.69%) Django
8 1 (1.69%) jQuery
8 1 (1.69%) LEMP Stack
Miscellaneous
1 8 (13.56%) EPoS
2 2 (3.39%) Analytical Skills
2 2 (3.39%) Enterprise Software
3 1 (1.69%) User Experience
Operating Systems
1 4 (6.78%) Linux
2 2 (3.39%) Windows
Processes & Methodologies
1 29 (49.15%) OO
1 29 (49.15%) Use Case
2 28 (47.46%) SOA
3 27 (45.76%) Agile Software Development
4 19 (32.20%) Data Modelling
5 18 (30.51%) BPMN
6 17 (28.81%) Logical Data Model
6 17 (28.81%) Stakeholder Management
7 14 (23.73%) Open Source
7 14 (23.73%) Presales
7 14 (23.73%) User Stories
7 14 (23.73%) Wireframes
8 12 (20.34%) Mentoring
9 10 (16.95%) OOA/OOD
10 9 (15.25%) TOGAF
11 8 (13.56%) Business Analysis
11 8 (13.56%) Infrastructure Management
11 8 (13.56%) Waterfall
12 4 (6.78%) OOP
12 4 (6.78%) SDLC
Programming Languages
1 37 (62.71%) Java
2 3 (5.08%) C
2 3 (5.08%) C++
3 2 (3.39%) Assembly Language
3 2 (3.39%) C#
3 2 (3.39%) Delphi
3 2 (3.39%) SQL
4 1 (1.69%) Embedded C++
4 1 (1.69%) Python
4 1 (1.69%) TypeScript
Qualifications
1 2 (3.39%) Degree
System Software
1 2 (3.39%) Firmware
Vendors
1 15 (25.42%) Oracle
2 10 (16.95%) Red Hat
3 1 (1.69%) Microsoft
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