Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
UK > Scotland
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 178 99 158
Rank change year-on-year -79 +59 +5
Permanent jobs citing UML 47 126 89
As % of all permanent IT jobs advertised in Scotland 0.84% 2.44% 1.38%
As % of the Processes & Methodologies category 0.93% 2.67% 1.52%
Number of salaries quoted 33 42 59
Scotland median annual salary £80,000 £50,000 £46,500
Median salary % change year-on-year +60.00% +7.53% +3.33%
10th Percentile £37,950 £31,500 £32,000
90th Percentile £90,000 £62,500 £75,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +2.04%

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 5076 4719 5850
As % of all permanent IT jobs advertised in Scotland 90.84% 91.35% 90.84%
Number of salaries quoted 3234 2863 3710
Scotland median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +2.41%
10th Percentile £28,250 £28,250 £27,750
90th Percentile £66,250 £65,000 £63,750
UK median annual salary £50,000 £49,476 £47,500
% change year-on-year +1.06% +4.16% +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 19 November 2017.

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 19 November 2017. 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
Glasgow -49 32 £70,000 +40.00% 3
Edinburgh -44 11 £85,000 +70.00% 2
South Lanarkshire - 2 £46,250 -
West Lothian -3 1 - - 1
North Lanarkshire - 1 £44,000 -
UML
UK

For the 6 months to 19 November 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 Scotland region with a requirement for UML.

1 29 (61.70%) Agile Software Development
2 23 (48.94%) IBM
3 21 (44.68%) Software Engineering
3 21 (44.68%) QA
4 20 (42.55%) Scrum
5 18 (38.30%) TDD
5 18 (38.30%) Kanban
5 18 (38.30%) JavaScript
5 18 (38.30%) Ansible
6 17 (36.17%) Docker
6 17 (36.17%) Bash Shell
6 17 (36.17%) HTML5
6 17 (36.17%) NoSQL
6 17 (36.17%) HTML
6 17 (36.17%) WebLogic
6 17 (36.17%) Python
6 17 (36.17%) Spring
6 17 (36.17%) Ruby
6 17 (36.17%) Hibernate
7 16 (34.04%) Multithreading
7 16 (34.04%) System Testing
7 16 (34.04%) JPA
7 16 (34.04%) Integration Testing
7 16 (34.04%) Jetty
7 16 (34.04%) Selenium
7 16 (34.04%) FitNesse
7 16 (34.04%) WebSphere
7 16 (34.04%) TIBCO EMS
7 16 (34.04%) WebSphere MQ
7 16 (34.04%) TIBCO

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 17 (36.17%) WebLogic
2 16 (34.04%) JBoss
2 16 (34.04%) Jetty
2 16 (34.04%) Tomcat
2 16 (34.04%) WebSphere
3 1 (2.13%) Oracle SOA Suite
Applications
1 2 (4.26%) Mingle
1 2 (4.26%) MS Visio
1 2 (4.26%) Simulink
Cloud Services
1 8 (17.02%) Amazon AWS
2 5 (10.64%) Cloud Computing
3 2 (4.26%) Microsoft Azure
4 1 (2.13%) Amazon EC2
4 1 (2.13%) AWS CloudFormation
4 1 (2.13%) Virtual Private Cloud
Communications & Networking
1 16 (34.04%) AMQP
2 7 (14.89%) Internet
3 2 (4.26%) Kerberos
3 2 (4.26%) SSL
Database & Business Intelligence
1 17 (36.17%) NoSQL
2 16 (34.04%) Couchbase
2 16 (34.04%) Hadoop
2 16 (34.04%) MongoDB
2 16 (34.04%) Redis
2 16 (34.04%) Riak
3 3 (6.38%) Data Mining
3 3 (6.38%) SQL Server
3 3 (6.38%) Star Schema
4 1 (2.13%) Amazon RDS
4 1 (2.13%) Big Data
4 1 (2.13%) Data Warehouse
4 1 (2.13%) MySQL
4 1 (2.13%) Oracle Database 10g
4 1 (2.13%) Oracle Database 11g
4 1 (2.13%) RDBMS
4 1 (2.13%) SQL Server 2012
4 1 (2.13%) SQL Server Analysis Services
4 1 (2.13%) SQL Server Integration Services
4 1 (2.13%) SQL Server Reporting Services
Development Applications
1 16 (34.04%) Cucumber
1 16 (34.04%) FitNesse
1 16 (34.04%) Selenium
1 16 (34.04%) Vagrant
2 3 (6.38%) ERwin
2 3 (6.38%) MagicDraw
3 1 (2.13%) GoCD
3 1 (2.13%) Jenkins
3 1 (2.13%) Rational DOORS
3 1 (2.13%) Rational Rhapsody
General
1 14 (29.79%) Finance
2 8 (17.02%) Banking
3 7 (14.89%) Telecoms
4 1 (2.13%) Avionics
4 1 (2.13%) Electronics
4 1 (2.13%) Law
4 1 (2.13%) Manufacturing
Job Titles
1 18 (38.30%) Developer
2 17 (36.17%) Architect
3 15 (31.91%) Full Stack Developer
4 9 (19.15%) Java Developer
4 9 (19.15%) Lead Architect
5 7 (14.89%) Digital Architect
6 5 (10.64%) AWS Architect
6 5 (10.64%) Software Engineer
7 4 (8.51%) Analyst
7 4 (8.51%) Lead Developer
8 3 (6.38%) Embedded Engineer
8 3 (6.38%) Embedded Software Engineer
8 3 (6.38%) Information Architect
9 2 (4.26%) Business Analyst
9 2 (4.26%) C Software Engineer
9 2 (4.26%) C/C++ Software Engineer
9 2 (4.26%) C++ Software Engineer
9 2 (4.26%) Data Analyst
9 2 (4.26%) Scrum Master
9 2 (4.26%) Solutions Architect
Libraries, Frameworks & Software Standards
1 17 (36.17%) Hibernate
1 17 (36.17%) HTML
1 17 (36.17%) HTML5
1 17 (36.17%) Spring
2 16 (34.04%) JMS
2 16 (34.04%) JPA
2 16 (34.04%) Kafka
2 16 (34.04%) RabbitMQ
2 16 (34.04%) TIBCO EMS
2 16 (34.04%) WebSphere MQ
3 9 (19.15%) Web Services
4 5 (10.64%) XML
5 3 (6.38%) .NET
5 3 (6.38%) XML Schema
6 2 (4.26%) CSS
6 2 (4.26%) jQuery
6 2 (4.26%) MSMQ
6 2 (4.26%) SAML
7 1 (2.13%) WCF
7 1 (2.13%) WPF
Miscellaneous
1 7 (14.89%) Analytical Skills
1 7 (14.89%) Mobile Banking
1 7 (14.89%) N-Tier
1 7 (14.89%) Online Banking
2 3 (6.38%) Taxonomies
3 2 (4.26%) Computer Science
3 2 (4.26%) EPoS
3 2 (4.26%) Equities
3 2 (4.26%) Fixed Income
3 2 (4.26%) Reference Data
4 1 (2.13%) Embedded Systems
Operating Systems
1 2 (4.26%) Linux
1 2 (4.26%) Windows
2 1 (2.13%) Unix
2 1 (2.13%) VxWorks
Processes & Methodologies
1 29 (61.70%) Agile Software Development
2 21 (44.68%) Software Engineering
3 20 (42.55%) Scrum
4 18 (38.30%) Kanban
4 18 (38.30%) TDD
5 16 (34.04%) BDD
5 16 (34.04%) Concurrent Programming
5 16 (34.04%) DSDM
5 16 (34.04%) Integration Testing
5 16 (34.04%) Multithreading
5 16 (34.04%) RUP
5 16 (34.04%) System Testing
5 16 (34.04%) Test Automation
6 14 (29.79%) TOGAF
7 8 (17.02%) SOA
8 7 (14.89%) E-Commerce
8 7 (14.89%) Use Case
9 6 (12.77%) Mentoring
9 6 (12.77%) Waterfall
10 5 (10.64%) Data Analysis
Programming Languages
1 18 (38.30%) JavaScript
2 17 (36.17%) Bash Shell
2 17 (36.17%) Python
2 17 (36.17%) Ruby
3 14 (29.79%) Java
4 5 (10.64%) C#
4 5 (10.64%) SQL
5 4 (8.51%) C
5 4 (8.51%) C++
6 3 (6.38%) MATLAB
7 1 (2.13%) Delphi
7 1 (2.13%) Perl
7 1 (2.13%) T-SQL
Qualifications
1 7 (14.89%) ISEB
2 5 (10.64%) Degree
Quality Assurance & Compliance
1 21 (44.68%) QA
2 2 (4.26%) Data Quality
2 2 (4.26%) ISO 20022
System Software
1 17 (36.17%) Docker
2 2 (4.26%) Active Directory
3 1 (2.13%) Firmware
Systems Management
1 18 (38.30%) Ansible
2 16 (34.04%) Cobbler
2 16 (34.04%) Opscode Chef
2 16 (34.04%) Puppet
Vendors
1 23 (48.94%) IBM
2 16 (34.04%) TIBCO
3 9 (19.15%) Oracle
4 6 (12.77%) Microsoft
5 4 (8.51%) Informatica
6 1 (2.13%) Citrix
6 1 (2.13%) VMware