Period
to 22 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 April 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
UK > Scotland
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 170 132 147
Rank change year-on-year -38 +15 +6
Permanent jobs citing UML 73 79 95
As % of all permanent IT jobs advertised in Scotland 1.27% 1.70% 1.61%
As % of the Processes & Methodologies category 1.37% 1.84% 1.75%
Number of salaries quoted 55 45 48
Scotland median annual salary £65,000 £55,000 £50,000
Median salary % change year-on-year +18.18% +10.00% +9.89%
10th Percentile £37,500 £41,250 £36,250
90th Percentile £77,500 £62,500 £82,500
UK median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% +7.53%

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 Scotland with a requirement for process or methodology skills.

All Process and Methodology Skills
Scotland
Permanent vacancies with a requirement for process or methodology skills 5,318 4,290 5,422
As % of all permanent IT jobs advertised in Scotland 92.20% 92.36% 91.67%
Number of salaries quoted 3,595 2,703 3,445
Scotland median annual salary £45,000 £45,000 £45,000
10th Percentile £28,750 £28,750 £27,500
90th Percentile £70,000 £67,500 £65,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

UML
Job Vacancy Trend in Scotland

Job postings citing UML as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for UML in Scotland

UML
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing UML in Scotland.

Salary trend for UML in Scotland

UML
Salary Histogram in Scotland

The salary distribution of IT jobs citing UML in Scotland over the 6 months to 22 April 2018.

Salary histogram for UML in Scotland

UML
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing UML within the Scotland region over the 6 months to 22 April 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -17 39 £65,000 +8.33% 8
Glasgow -30 28 £55,000 +22.22% 4
West Lothian +1 2 £47,500 -5.00%
South Lanarkshire - 1 £42,500 -
Perth and Kinross - 1 £75,000 -
UML
UK

For the 6 months to 22 April 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 Scotland region with a requirement for UML.

1 42 (57.53%) Java
2 36 (49.32%) Agile Software Development
3 32 (43.84%) JBoss
4 28 (38.36%) OO
5 26 (35.62%) Data Modelling
6 22 (30.14%) Scrum
6 22 (30.14%) Sequence Diagram
7 18 (24.66%) Logical Data Model
7 18 (24.66%) JavaScript
8 17 (23.29%) Finance
9 15 (20.55%) Hibernate
10 14 (19.18%) Software Engineering
10 14 (19.18%) Docker
11 13 (17.81%) Use Case
11 13 (17.81%) Kanban
11 13 (17.81%) Ansible
11 13 (17.81%) TDD
12 12 (16.44%) RUP
12 12 (16.44%) HTML
12 12 (16.44%) Mentoring
12 12 (16.44%) JPA
13 11 (15.07%) Bash Shell
13 11 (15.07%) NoSQL
13 11 (15.07%) Tomcat
13 11 (15.07%) Python
13 11 (15.07%) Ruby
13 11 (15.07%) WebSphere
14 10 (13.70%) Spring
14 10 (13.70%) TIBCO
14 10 (13.70%) DSDM

UML
Co-occurring IT Skills in Scotland 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 32 (43.84%) JBoss
2 11 (15.07%) Tomcat
2 11 (15.07%) WebSphere
3 9 (12.33%) Jetty
3 9 (12.33%) WebLogic
4 1 (1.37%) Elasticsearch
4 1 (1.37%) nginx
4 1 (1.37%) OpenStack
4 1 (1.37%) Tornado
Applications
1 6 (8.22%) MS Visio
2 4 (5.48%) Mingle
3 1 (1.37%) Simulink
Cloud Services
1 1 (1.37%) Amazon AWS
1 1 (1.37%) Cloud Computing
1 1 (1.37%) Microsoft Azure
Communications & Networking
1 9 (12.33%) AMQP
2 4 (5.48%) Wireless
3 1 (1.37%) Broadband
3 1 (1.37%) DSL
Database & Business Intelligence
1 11 (15.07%) NoSQL
2 10 (13.70%) Couchbase
2 10 (13.70%) Hadoop
2 10 (13.70%) MongoDB
2 10 (13.70%) Redis
2 10 (13.70%) Riak
3 4 (5.48%) SQL Server
4 2 (2.74%) Oracle Database
4 2 (2.74%) Oracle Database 11g
4 2 (2.74%) RDBMS
4 2 (2.74%) Relational Database
Development Applications
1 10 (13.70%) Cucumber
1 10 (13.70%) FitNesse
1 10 (13.70%) Selenium
1 10 (13.70%) Vagrant
2 3 (4.11%) Git (software)
3 2 (2.74%) JDeveloper
3 2 (2.74%) Jenkins
3 2 (2.74%) JUnit
3 2 (2.74%) Log4j
3 2 (2.74%) Visual Studio
3 2 (2.74%) WebSphere Studio Application Developer
3 2 (2.74%) XMLSpy
4 1 (1.37%) Gatling
4 1 (1.37%) JMeter
4 1 (1.37%) Mercurial
4 1 (1.37%) Subversion
4 1 (1.37%) The Grinder
General
1 17 (23.29%) Finance
2 5 (6.85%) Banking
3 3 (4.11%) Financial Institution
3 3 (4.11%) Games
3 3 (4.11%) Investment Banking
3 3 (4.11%) Marketing
3 3 (4.11%) Retail Banking
4 1 (1.37%) Billing
4 1 (1.37%) Telecoms
Job Titles
1 29 (39.73%) Architect
2 25 (34.25%) Solutions Architect
3 16 (21.92%) Analyst
4 14 (19.18%) Developer
4 14 (19.18%) Senior Architect
4 14 (19.18%) Senior Solutions Architect
5 11 (15.07%) Business Analyst
6 7 (9.59%) Designer
7 6 (8.22%) Java Developer
7 6 (8.22%) Software Engineer
8 5 (6.85%) Embedded Engineer
8 5 (6.85%) Embedded Software Engineer
9 4 (5.48%) Full Stack Developer
9 4 (5.48%) Scrum Master
9 4 (5.48%) Solutions Designer
10 3 (4.11%) Data Analyst
10 3 (4.11%) Lead Architect
10 3 (4.11%) Lead Solutions Architect
11 2 (2.74%) Digital Analyst
11 2 (2.74%) Digital Business Analyst
Libraries, Frameworks & Software Standards
1 15 (20.55%) Hibernate
2 12 (16.44%) HTML
2 12 (16.44%) JPA
3 10 (13.70%) HTML5
3 10 (13.70%) Spring
4 9 (12.33%) JMS
4 9 (12.33%) Kafka
4 9 (12.33%) RabbitMQ
4 9 (12.33%) TIBCO EMS
4 9 (12.33%) WebSphere MQ
5 7 (9.59%) XML
6 5 (6.85%) Node.js
7 4 (5.48%) Swagger
8 3 (4.11%) Apache OpenJPA
8 3 (4.11%) J2EE
9 2 (2.74%) .NET
9 2 (2.74%) CSS
9 2 (2.74%) EJB
9 2 (2.74%) JDBC
9 2 (2.74%) XSLT
Miscellaneous
1 9 (12.33%) Analytical Skills
2 5 (6.85%) Embedded Systems
3 4 (5.48%) Device Driver
3 4 (5.48%) EPoS
3 4 (5.48%) User Experience
4 2 (2.74%) Computer Science
5 1 (1.37%) Algorithms
5 1 (1.37%) Data Structures
5 1 (1.37%) Management Information System
Operating Systems
1 2 (2.74%) Windows
2 1 (1.37%) Linux
2 1 (1.37%) Mac OS
Processes & Methodologies
1 36 (49.32%) Agile Software Development
2 28 (38.36%) OO
3 26 (35.62%) Data Modelling
4 22 (30.14%) Scrum
4 22 (30.14%) Sequence Diagram
5 18 (24.66%) Logical Data Model
6 14 (19.18%) Software Engineering
7 13 (17.81%) Kanban
7 13 (17.81%) TDD
7 13 (17.81%) Use Case
8 12 (16.44%) Mentoring
8 12 (16.44%) RUP
9 10 (13.70%) Deployment Automation
9 10 (13.70%) DSDM
9 10 (13.70%) Integration Testing
9 10 (13.70%) Multithreading
9 10 (13.70%) Test Automation
10 9 (12.33%) BDD
10 9 (12.33%) Domain Models
10 9 (12.33%) System Testing
Programming Languages
1 42 (57.53%) Java
2 18 (24.66%) JavaScript
3 11 (15.07%) Bash Shell
3 11 (15.07%) Python
3 11 (15.07%) Ruby
4 5 (6.85%) C
5 4 (5.48%) Assembly Language
5 4 (5.48%) C#
5 4 (5.48%) SQL
6 3 (4.11%) C++
6 3 (4.11%) Java 8
7 2 (2.74%) T-SQL
8 1 (1.37%) Clojure
8 1 (1.37%) Delphi
8 1 (1.37%) Erlang
8 1 (1.37%) F#
8 1 (1.37%) Haskell
8 1 (1.37%) MATLAB
8 1 (1.37%) Perl
8 1 (1.37%) Scala
Qualifications
1 8 (10.96%) Degree
2 4 (5.48%) TOGAF Certification
3 3 (4.11%) Security Cleared
Quality Assurance & Compliance
1 9 (12.33%) QA
2 1 (1.37%) PMO
2 1 (1.37%) TickIT
System Software
1 14 (19.18%) Docker
2 1 (1.37%) Apache ZooKeeper
2 1 (1.37%) VirtualBox
2 1 (1.37%) VMware Infrastructure
Systems Management
1 13 (17.81%) Ansible
2 10 (13.70%) Cobbler
2 10 (13.70%) Opscode Chef
2 10 (13.70%) Puppet
3 2 (2.74%) Systems Management Server (SMS)
4 1 (1.37%) HAProxy
4 1 (1.37%) logstash
Vendors
1 10 (13.70%) TIBCO
2 9 (12.33%) IBM
3 8 (10.96%) Informatica
4 7 (9.59%) Oracle
5 4 (5.48%) VMware
6 3 (4.11%) Citrix
6 3 (4.11%) Cognizant
6 3 (4.11%) Red Hat
7 2 (2.74%) Guidewire
7 2 (2.74%) Microsoft
8 1 (1.37%) Casewise
8 1 (1.37%) Splunk