Period
to 22 July 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 22 July 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
Scotland > Edinburgh
6 months to
22 Jul 2017
Same period 2016 Same period 2015
Rank 131 103 92
Rank change year-on-year -28 -11 +14
Permanent jobs citing UML 19 44 67
As % of all permanent IT jobs advertised in Edinburgh 0.76% 1.74% 2.36%
As % of the Processes & Methodologies category 0.83% 1.90% 2.60%
Number of salaries quoted 26 23 37
Edinburgh median annual salary £85,000 £50,000 £44,750
Median salary % change year-on-year +70.00% +11.73% -0.56%
10th Percentile £46,875 £40,000 £32,300
90th Percentile £90,000 £150,750 £58,750
Scotland median annual salary £67,500 £52,500 £47,500
% change year-on-year +28.57% +10.53% +9.20%

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 2300 2316 2572
As % of all permanent IT job vacancies advertised in Edinburgh 92.18% 91.61% 90.76%
Number of salaries quoted 1433 1430 1576
Edinburgh median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% +3.53%
10th Percentile £27,600 £27,000 £27,500
90th Percentile £72,500 £68,800 £62,500
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +1.19%

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 22 July 2017.

Salary histogram for UML in Edinburgh

For the 6 months to 22 July 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 15 (78.95%) SOA
1 15 (78.95%) Finance
2 12 (63.16%) Web Services
3 9 (47.37%) OO
3 9 (47.37%) Banking
4 8 (42.11%) Use Case
4 8 (42.11%) TOGAF
4 8 (42.11%) Online Banking
4 8 (42.11%) E-Commerce
4 8 (42.11%) Java
4 8 (42.11%) Telecoms
4 8 (42.11%) ISEB
4 8 (42.11%) Internet
4 8 (42.11%) Mobile Banking
5 7 (36.84%) Wireframes
5 7 (36.84%) Domain Models
5 7 (36.84%) JSF
5 7 (36.84%) Hibernate
5 7 (36.84%) BPMN
5 7 (36.84%) JPA
5 7 (36.84%) RichFaces
6 5 (26.32%) Apache CXF
7 4 (21.05%) Apache OpenJPA
7 4 (21.05%) Red Hat
7 4 (21.05%) OOA/OOD
7 4 (21.05%) Mentoring
8 3 (15.79%) Relational Database
8 3 (15.79%) Logical Data Model
8 3 (15.79%) Presales
8 3 (15.79%) Oracle BPM

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 3 (15.79%) JBoss
1 3 (15.79%) Oracle SOA Suite
2 2 (10.53%) Apache
3 1 (5.26%) Apache Spark
3 1 (5.26%) Confluence
3 1 (5.26%) nginx
Business Applications
1 3 (15.79%) Oracle BPM
Cloud Services
1 1 (5.26%) Cloud Computing
Communications & Networking
1 8 (42.11%) Internet
Database & Business Intelligence
1 3 (15.79%) Relational Database
2 1 (5.26%) Apache Cassandra
2 1 (5.26%) Big Data
2 1 (5.26%) Data Mining
2 1 (5.26%) Data Warehouse
2 1 (5.26%) Hadoop
2 1 (5.26%) HBase
2 1 (5.26%) MySQL
2 1 (5.26%) PostgreSQL
Development Applications
1 2 (10.53%) Git (software)
2 1 (5.26%) Atlassian Bamboo
2 1 (5.26%) Bitbucket
2 1 (5.26%) Jenkins
2 1 (5.26%) JIRA
2 1 (5.26%) Subversion
General
1 15 (78.95%) Finance
2 9 (47.37%) Banking
3 8 (42.11%) Telecoms
Job Titles
1 15 (78.95%) Architect
2 9 (47.37%) Lead Architect
3 8 (42.11%) Digital Architect
4 4 (21.05%) Technical Architect
5 3 (15.79%) Solutions Architect
6 2 (10.53%) Analyst
6 2 (10.53%) Business Analyst
7 1 (5.26%) Development Engineer
7 1 (5.26%) Systems Engineer
7 1 (5.26%) Technical Leader
Libraries, Frameworks & Software Standards
1 12 (63.16%) Web Services
2 7 (36.84%) Hibernate
2 7 (36.84%) JPA
2 7 (36.84%) JSF
2 7 (36.84%) RichFaces
3 5 (26.32%) Apache CXF
4 4 (21.05%) Apache OpenJPA
5 3 (15.79%) CGI
5 3 (15.79%) Drools
6 1 (5.26%) Ajax
6 1 (5.26%) AngularJS
6 1 (5.26%) Django
6 1 (5.26%) jQuery
6 1 (5.26%) JSON
6 1 (5.26%) LEMP Stack
6 1 (5.26%) RESTful
6 1 (5.26%) RSS
6 1 (5.26%) XML
Miscellaneous
1 8 (42.11%) Mobile Banking
1 8 (42.11%) Online Banking
2 1 (5.26%) Algorithms
2 1 (5.26%) Analytical Skills
2 1 (5.26%) Data Structures
2 1 (5.26%) EPoS
2 1 (5.26%) User Experience
Operating Systems
1 2 (10.53%) Linux
2 1 (5.26%) Unix
Processes & Methodologies
1 15 (78.95%) SOA
2 9 (47.37%) OO
3 8 (42.11%) E-Commerce
3 8 (42.11%) TOGAF
3 8 (42.11%) Use Case
4 7 (36.84%) BPMN
4 7 (36.84%) Domain Models
4 7 (36.84%) Wireframes
5 4 (21.05%) Mentoring
5 4 (21.05%) OOA/OOD
6 3 (15.79%) Agile Software Development
6 3 (15.79%) Data Modelling
6 3 (15.79%) Logical Data Model
6 3 (15.79%) Presales
6 3 (15.79%) Stakeholder Management
7 2 (10.53%) Data Management
7 2 (10.53%) OOD
7 2 (10.53%) Open Source
7 2 (10.53%) Software Architecture
7 2 (10.53%) TDD
Programming Languages
1 8 (42.11%) Java
2 1 (5.26%) C
2 1 (5.26%) JavaScript
2 1 (5.26%) PHP
2 1 (5.26%) Python
2 1 (5.26%) Shell Script
2 1 (5.26%) SQL
2 1 (5.26%) TypeScript
Qualifications
1 8 (42.11%) ISEB
System Software
1 1 (5.26%) Apache Flume
1 1 (5.26%) HDFS
1 1 (5.26%) KVM
1 1 (5.26%) Virtual Machines
Vendors
1 4 (21.05%) Red Hat
2 3 (15.79%) Oracle
Edinburgh
Computer Futures
Salary: competitive
Posted: 8 days ago