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 3 months to 25 April 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
Scotland / Edinburgh
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 81 75 63
Rank change year-on-year -6 -12  
Permanent jobs citing UML 10 22 42
As % of all permanent IT jobs advertised in Edinburgh 0.90% 1.64% 3.01%
As % of the Processes & Methodologies category 0.97% 1.81% 3.33%
Number of salaries quoted 9 10 15
Median salary £55,000 £48,500 £50,000
Median salary % change year-on-year +13.40% -3.00%  
90% offered a salary of more than £45,000 £44,500 £37,900
10% offered a salary of more than £61,000 £150,500 £57,500
UK excluding London median salary £50,000 £45,000 £44,500
% change year-on-year +11.11% +1.12%  

UML is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for process and methodology skills.

Process & Methodology Skills
Edinburgh
Permanent job vacancies with a requirement for process and methodology skills 1033 1216 1263
As % of all permanent IT job vacancies advertised in Edinburgh 92.73% 90.61% 90.41%
Number of salaries quoted 678 794 738
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £33,000 £32,500 £32,500
10% offered a salary of more than £72,500 £60,000 £67,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

UML
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing UML as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 25 April 2017.

Salary histogram for UML in Edinburgh

For the 6 months to 25 April 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 35 (67.31%) Java
2 31 (59.62%) OO
3 30 (57.69%) Use Case
4 29 (55.77%) SOA
5 25 (48.08%) Domain Models
6 24 (46.15%) JPA
6 24 (46.15%) RichFaces
6 24 (46.15%) JSF
7 21 (40.38%) Apache CXF
8 20 (38.46%) Agile Software Development
9 19 (36.54%) Data Modelling
10 18 (34.62%) BPMN
10 18 (34.62%) Logical Data Model
11 16 (30.77%) JBoss
11 16 (30.77%) Stakeholder Management
11 16 (30.77%) Hibernate
11 16 (30.77%) Finance
12 15 (28.85%) Wireframes
13 14 (26.92%) Oracle
13 14 (26.92%) Oracle BPM
14 13 (25.00%) Open Source
14 13 (25.00%) Oracle SOA Suite
14 13 (25.00%) Relational Database
15 12 (23.08%) Presales
16 11 (21.15%) Mentoring
17 10 (19.23%) Apache OpenJPA
17 10 (19.23%) Web Services
17 10 (19.23%) OOA/OOD
17 10 (19.23%) Red Hat
18 9 (17.31%) User Stories

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 16 (30.77%) JBoss
2 13 (25.00%) Oracle SOA Suite
3 3 (5.77%) Apache
4 2 (3.85%) Confluence
5 1 (1.92%) Apache Spark
5 1 (1.92%) nginx
Applications
1 2 (3.85%) MS Visio
2 1 (1.92%) Microsoft Excel
2 1 (1.92%) Microsoft Office
Business Applications
1 14 (26.92%) Oracle BPM
Cloud Services
1 1 (1.92%) Cloud Computing
Communications & Networking
1 1 (1.92%) Bluetooth
1 1 (1.92%) DECT
1 1 (1.92%) Wi-Fi
1 1 (1.92%) Wireless
1 1 (1.92%) ZigBee
Database & Business Intelligence
1 13 (25.00%) Relational Database
2 1 (1.92%) Apache Cassandra
2 1 (1.92%) Big Data
2 1 (1.92%) Data Mining
2 1 (1.92%) Data Warehouse
2 1 (1.92%) Hadoop
2 1 (1.92%) HBase
2 1 (1.92%) MySQL
2 1 (1.92%) PostgreSQL
Development Applications
1 2 (3.85%) Git (software)
1 2 (3.85%) JIRA
2 1 (1.92%) Atlassian Bamboo
2 1 (1.92%) Bitbucket
2 1 (1.92%) Jenkins
2 1 (1.92%) Subversion
General
1 16 (30.77%) Finance
2 1 (1.92%) Banking
2 1 (1.92%) Legal
Job Titles
1 36 (69.23%) Architect
2 21 (40.38%) Solutions Architect
3 20 (38.46%) Technical Architect
4 9 (17.31%) Analyst
4 9 (17.31%) Business Analyst
5 7 (13.46%) Technical Solutions Architect
6 4 (7.69%) Lead Architect
6 4 (7.69%) Technical Leader
7 3 (5.77%) Embedded Engineer
7 3 (5.77%) Java Architect
8 2 (3.85%) Embedded Firmware Engineer
8 2 (3.85%) Firmware Engineer
8 2 (3.85%) Technical Analyst
8 2 (3.85%) Technical Business Analyst
9 1 (1.92%) Embedded Software Engineer
9 1 (1.92%) Implementation Consultant
9 1 (1.92%) Java Technical Architect
9 1 (1.92%) Senior Consultant
9 1 (1.92%) Software Consultant
9 1 (1.92%) Software Engineer
Libraries, Frameworks & Software Standards
1 24 (46.15%) JPA
1 24 (46.15%) JSF
1 24 (46.15%) RichFaces
2 21 (40.38%) Apache CXF
3 16 (30.77%) Hibernate
4 10 (19.23%) Apache OpenJPA
4 10 (19.23%) Web Services
5 6 (11.54%) Drools
6 4 (7.69%) CGI
7 1 (1.92%) Ajax
7 1 (1.92%) AngularJS
7 1 (1.92%) Django
7 1 (1.92%) jQuery
7 1 (1.92%) JSON
7 1 (1.92%) LEMP Stack
7 1 (1.92%) RESTful
7 1 (1.92%) RSS
7 1 (1.92%) XML
Miscellaneous
1 5 (9.62%) EPoS
1 5 (9.62%) Greenfield Project
2 2 (3.85%) Analytical Skills
3 1 (1.92%) Algorithms
3 1 (1.92%) Data Structures
3 1 (1.92%) User Experience
Operating Systems
1 5 (9.62%) Linux
2 2 (3.85%) Windows
3 1 (1.92%) Unix
Processes & Methodologies
1 31 (59.62%) OO
2 30 (57.69%) Use Case
3 29 (55.77%) SOA
4 25 (48.08%) Domain Models
5 20 (38.46%) Agile Software Development
6 19 (36.54%) Data Modelling
7 18 (34.62%) BPMN
7 18 (34.62%) Logical Data Model
8 16 (30.77%) Stakeholder Management
9 15 (28.85%) Wireframes
10 13 (25.00%) Open Source
11 12 (23.08%) Presales
12 11 (21.15%) Mentoring
13 10 (19.23%) OOA/OOD
14 9 (17.31%) User Stories
15 7 (13.46%) TOGAF
16 6 (11.54%) Business Analysis
16 6 (11.54%) Infrastructure Management
17 5 (9.62%) Software Engineering
17 5 (9.62%) Waterfall
Programming Languages
1 35 (67.31%) Java
2 4 (7.69%) C
3 3 (5.77%) C++
4 2 (3.85%) Assembly Language
4 2 (3.85%) C#
4 2 (3.85%) Delphi
5 1 (1.92%) Embedded C++
5 1 (1.92%) JavaScript
5 1 (1.92%) PHP
5 1 (1.92%) Python
5 1 (1.92%) Shell Script
5 1 (1.92%) SQL
5 1 (1.92%) TypeScript
System Software
1 2 (3.85%) Firmware
2 1 (1.92%) Apache Flume
2 1 (1.92%) HDFS
2 1 (1.92%) KVM
2 1 (1.92%) Virtual Machines
Vendors
1 14 (26.92%) Oracle
2 10 (19.23%) Red Hat
3 1 (1.92%) Microsoft
Edinburgh, Midlothian
Harvey Nash plc
Salary: £40000 - £48000 per annum + Competitive Benefits Package
Posted: Yesterday
Edinburgh
OHO Group Ltd.
Salary: £30000 - £45000 per annum
Posted: 19 days ago