Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
Scotland > Glasgow
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 115 66 131
Rank change year-on-year -49 +65 +6
Permanent jobs citing UML 33 75 28
As % of all permanent IT jobs advertised in Glasgow 1.43% 3.48% 1.09%
As % of the Processes & Methodologies category 1.55% 3.75% 1.19%
Number of salaries quoted 15 16 10
Glasgow median annual salary £70,000 £50,000 £55,000
Median salary % change year-on-year +40.00% -9.09% +29.41%
10th Percentile £31,250 £30,500 £49,068
90th Percentile £82,500 £60,000 £58,875
Scotland median annual salary £80,000 £50,000 £47,500
% change year-on-year +60.00% +5.26% +5.56%

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 Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2127 2000 2344
As % of all permanent IT jobs advertised in Glasgow 91.88% 92.72% 91.14%
Number of salaries quoted 1368 1081 1494
Glasgow median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +6.25%
10th Percentile £31,500 £28,750 £28,750
90th Percentile £67,500 £60,000 £60,500
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

UML
Job Vacancy Trend in Glasgow

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

Job vacancy trend for UML in Glasgow

UML
Salary Trend in Glasgow

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

Salary trend for UML in Glasgow

UML
Salary Histogram in Glasgow

The salary distribution of IT jobs citing UML in Glasgow over the 6 months to 21 November 2017.

Salary histogram for UML in Glasgow

For the 6 months to 21 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 Glasgow region with a requirement for UML.

1 27 (81.82%) Agile Software Development
2 23 (69.70%) IBM
3 21 (63.64%) QA
4 20 (60.61%) Scrum
5 18 (54.55%) JavaScript
5 18 (54.55%) Kanban
5 18 (54.55%) Ansible
6 17 (51.52%) Docker
6 17 (51.52%) Spring
6 17 (51.52%) HTML5
6 17 (51.52%) HTML
6 17 (51.52%) WebLogic
6 17 (51.52%) TDD
6 17 (51.52%) Hibernate
7 16 (48.48%) WebSphere MQ
7 16 (48.48%) TIBCO
7 16 (48.48%) JBoss
7 16 (48.48%) RUP
7 16 (48.48%) Tomcat
7 16 (48.48%) DSDM
7 16 (48.48%) Python
7 16 (48.48%) JMS
7 16 (48.48%) Bash Shell
7 16 (48.48%) AMQP
7 16 (48.48%) Test Automation
7 16 (48.48%) Hadoop
7 16 (48.48%) JPA
7 16 (48.48%) Cucumber
7 16 (48.48%) BDD
7 16 (48.48%) Puppet

UML
Co-occurring IT Skills in Glasgow 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 (51.52%) WebLogic
2 16 (48.48%) JBoss
2 16 (48.48%) Jetty
2 16 (48.48%) Tomcat
2 16 (48.48%) WebSphere
3 1 (3.03%) Oracle SOA Suite
Applications
1 3 (9.09%) MS Visio
2 2 (6.06%) Mingle
Cloud Services
1 8 (24.24%) Amazon AWS
2 5 (15.15%) Cloud Computing
3 2 (6.06%) Microsoft Azure
4 1 (3.03%) Amazon EC2
4 1 (3.03%) AWS CloudFormation
4 1 (3.03%) Virtual Private Cloud
Communications & Networking
1 16 (48.48%) AMQP
2 2 (6.06%) Kerberos
2 2 (6.06%) SSL
Database & Business Intelligence
1 16 (48.48%) Couchbase
1 16 (48.48%) Hadoop
1 16 (48.48%) MongoDB
1 16 (48.48%) NoSQL
1 16 (48.48%) Redis
1 16 (48.48%) Riak
2 3 (9.09%) Data Mining
2 3 (9.09%) Star Schema
3 1 (3.03%) Amazon RDS
3 1 (3.03%) MySQL
3 1 (3.03%) Oracle Database
3 1 (3.03%) Oracle Database 10g
3 1 (3.03%) Oracle Database 11g
3 1 (3.03%) RDBMS
3 1 (3.03%) Relational Database
3 1 (3.03%) SQL Server
Development Applications
1 16 (48.48%) Cucumber
1 16 (48.48%) FitNesse
1 16 (48.48%) Selenium
1 16 (48.48%) Vagrant
2 3 (9.09%) ERwin
2 3 (9.09%) MagicDraw
3 1 (3.03%) GoCD
3 1 (3.03%) Jenkins
General
1 5 (15.15%) Finance
2 2 (6.06%) Banking
3 1 (3.03%) Law
Job Titles
1 17 (51.52%) Developer
2 15 (45.45%) Full Stack Developer
3 10 (30.30%) Architect
4 9 (27.27%) Java Developer
5 5 (15.15%) AWS Architect
6 4 (12.12%) Lead Developer
7 3 (9.09%) Analyst
7 3 (9.09%) Data Analyst
7 3 (9.09%) Information Architect
8 2 (6.06%) Lead Architect
8 2 (6.06%) Scrum Master
8 2 (6.06%) Solutions Architect
9 1 (3.03%) Business Data Analyst
9 1 (3.03%) Cloud Developer
9 1 (3.03%) Designer
9 1 (3.03%) Junior
9 1 (3.03%) Senior Architect
9 1 (3.03%) Senior Designer
9 1 (3.03%) Senior Information Architect
9 1 (3.03%) Solutions Designer
Libraries, Frameworks & Software Standards
1 17 (51.52%) Hibernate
1 17 (51.52%) HTML
1 17 (51.52%) HTML5
1 17 (51.52%) Spring
2 16 (48.48%) JMS
2 16 (48.48%) JPA
2 16 (48.48%) Kafka
2 16 (48.48%) RabbitMQ
2 16 (48.48%) TIBCO EMS
2 16 (48.48%) WebSphere MQ
3 6 (18.18%) XML
4 3 (9.09%) .NET
4 3 (9.09%) XML Schema
5 2 (6.06%) CSS
5 2 (6.06%) jQuery
5 2 (6.06%) MSMQ
5 2 (6.06%) SAML
5 2 (6.06%) Web Services
6 1 (3.03%) AngularJS
6 1 (3.03%) Java EE
Miscellaneous
1 7 (21.21%) N-Tier
2 5 (15.15%) Analytical Skills
3 3 (9.09%) Taxonomies
4 2 (6.06%) Computer Science
4 2 (6.06%) Equities
4 2 (6.06%) Fixed Income
4 2 (6.06%) Reference Data
Operating Systems
1 1 (3.03%) Linux
1 1 (3.03%) Unix
Processes & Methodologies
1 27 (81.82%) Agile Software Development
2 20 (60.61%) Scrum
3 18 (54.55%) Kanban
4 17 (51.52%) TDD
5 16 (48.48%) BDD
5 16 (48.48%) Concurrent Programming
5 16 (48.48%) DSDM
5 16 (48.48%) Integration Testing
5 16 (48.48%) Multithreading
5 16 (48.48%) RUP
5 16 (48.48%) Software Engineering
5 16 (48.48%) System Testing
5 16 (48.48%) Test Automation
6 7 (21.21%) TOGAF
6 7 (21.21%) Use Case
7 6 (18.18%) Data Analysis
7 6 (18.18%) Mentoring
7 6 (18.18%) Waterfall
8 4 (12.12%) Migration
8 4 (12.12%) SDLC
Programming Languages
1 18 (54.55%) JavaScript
2 16 (48.48%) Bash Shell
2 16 (48.48%) Python
2 16 (48.48%) Ruby
3 14 (42.42%) Java
4 5 (15.15%) SQL
5 1 (3.03%) C#
Qualifications
1 3 (9.09%) Degree
Quality Assurance & Compliance
1 21 (63.64%) QA
2 2 (6.06%) Data Quality
2 2 (6.06%) ISO 20022
System Software
1 17 (51.52%) Docker
2 2 (6.06%) Active Directory
Systems Management
1 18 (54.55%) Ansible
2 16 (48.48%) Cobbler
2 16 (48.48%) Opscode Chef
2 16 (48.48%) Puppet
Vendors
1 23 (69.70%) IBM
2 16 (48.48%) TIBCO
3 9 (27.27%) Oracle
4 5 (15.15%) Microsoft
5 4 (12.12%) Informatica
6 1 (3.03%) Citrix
6 1 (3.03%) VMware