Period
to 19 February 2018

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 19 February 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
Scotland > Glasgow
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 131 86 108
Rank change year-on-year -45 +22 +23
Permanent jobs citing UML 23 44 51
As % of all permanent IT jobs advertised in Glasgow 1.01% 2.38% 1.90%
As % of the Processes & Methodologies category 1.08% 2.57% 2.08%
Number of salaries quoted 9 8 18
Glasgow median annual salary £45,000 £50,000 £50,000
Median salary % change year-on-year -10.00% - +8.70%
10th Percentile £33,750 £30,800 £41,500
90th Percentile £78,500 £59,000 £65,000
Scotland median annual salary £47,500 £50,000 £50,000
% change year-on-year -5.00% - +17.65%

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 2,132 1,711 2,452
As % of all permanent IT jobs advertised in Glasgow 93.26% 92.39% 91.12%
Number of salaries quoted 1,445 1,018 1,514
Glasgow median annual salary £48,500 £43,500 £42,500
Median salary % change year-on-year +11.49% +2.35% -
10th Percentile £31,500 £30,675 £28,750
90th Percentile £70,000 £61,250 £60,000
Scotland median annual salary £45,000 £45,000 £42,926
% change year-on-year - +4.83% +1.00%

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 19 February 2018.

Salary histogram for UML in Glasgow

For the 6 months to 19 February 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 Glasgow region with a requirement for UML.

1 23 (100.00%) Agile Software Development
2 17 (73.91%) Scrum
3 15 (65.22%) Kanban
4 14 (60.87%) Test Automation
4 14 (60.87%) Hadoop
4 14 (60.87%) Bash Shell
4 14 (60.87%) HTML5
4 14 (60.87%) Puppet
4 14 (60.87%) MongoDB
4 14 (60.87%) NoSQL
4 14 (60.87%) Cucumber
4 14 (60.87%) Redis
4 14 (60.87%) Riak
4 14 (60.87%) Cobbler
4 14 (60.87%) Vagrant
4 14 (60.87%) Opscode Chef
4 14 (60.87%) Ansible
4 14 (60.87%) Docker
4 14 (60.87%) Couchbase
4 14 (60.87%) IBM
4 14 (60.87%) HTML
4 14 (60.87%) JavaScript
4 14 (60.87%) Python
4 14 (60.87%) TDD
4 14 (60.87%) Hibernate
4 14 (60.87%) Spring
4 14 (60.87%) Ruby
4 14 (60.87%) Selenium
4 14 (60.87%) FitNesse
4 14 (60.87%) Integration Testing

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 13 (56.52%) JBoss
1 13 (56.52%) Jetty
1 13 (56.52%) Tomcat
1 13 (56.52%) WebLogic
1 13 (56.52%) WebSphere
2 1 (4.35%) Elasticsearch
2 1 (4.35%) nginx
2 1 (4.35%) OpenStack
2 1 (4.35%) Tornado
Applications
1 3 (13.04%) MS Visio
2 2 (8.70%) Mingle
Cloud Services
1 2 (8.70%) Amazon AWS
1 2 (8.70%) Cloud Computing
2 1 (4.35%) Microsoft Azure
Communications & Networking
1 13 (56.52%) AMQP
Database & Business Intelligence
1 14 (60.87%) Couchbase
1 14 (60.87%) Hadoop
1 14 (60.87%) MongoDB
1 14 (60.87%) NoSQL
1 14 (60.87%) Redis
1 14 (60.87%) Riak
Development Applications
1 14 (60.87%) Cucumber
1 14 (60.87%) FitNesse
1 14 (60.87%) Selenium
1 14 (60.87%) Vagrant
2 1 (4.35%) Gatling
2 1 (4.35%) Git (software)
2 1 (4.35%) JMeter
2 1 (4.35%) Mercurial
2 1 (4.35%) Subversion
2 1 (4.35%) The Grinder
General
1 8 (34.78%) Finance
2 4 (17.39%) Banking
3 2 (8.70%) Financial Institution
3 2 (8.70%) Games
3 2 (8.70%) Investment Banking
3 2 (8.70%) Retail Banking
Job Titles
1 14 (60.87%) Developer
2 10 (43.48%) Java Developer
3 8 (34.78%) Full Stack Developer
4 4 (17.39%) Analyst
5 3 (13.04%) Architect
5 3 (13.04%) Data Analyst
6 2 (8.70%) Scrum Master
6 2 (8.70%) Solutions Architect
7 1 (4.35%) AWS Architect
7 1 (4.35%) Business Analyst
7 1 (4.35%) Business Data Analyst
7 1 (4.35%) Digital Analyst
7 1 (4.35%) Digital Business Analyst
Libraries, Frameworks & Software Standards
1 14 (60.87%) Hibernate
1 14 (60.87%) HTML
1 14 (60.87%) HTML5
1 14 (60.87%) Spring
2 13 (56.52%) JMS
2 13 (56.52%) JPA
2 13 (56.52%) Kafka
2 13 (56.52%) RabbitMQ
2 13 (56.52%) TIBCO EMS
2 13 (56.52%) WebSphere MQ
3 3 (13.04%) XML
4 1 (4.35%) AngularJS
4 1 (4.35%) Flask
4 1 (4.35%) Lambda Expressions
4 1 (4.35%) Node.js
Miscellaneous
1 3 (13.04%) Analytical Skills
2 2 (8.70%) Computer Science
3 1 (4.35%) Algorithms
3 1 (4.35%) Data Structures
3 1 (4.35%) N-Tier
Operating Systems
1 1 (4.35%) Linux
1 1 (4.35%) Mac OS
1 1 (4.35%) Windows
Processes & Methodologies
1 23 (100.00%) Agile Software Development
2 17 (73.91%) Scrum
3 15 (65.22%) Kanban
4 14 (60.87%) Integration Testing
4 14 (60.87%) Multithreading
4 14 (60.87%) TDD
4 14 (60.87%) Test Automation
5 13 (56.52%) BDD
5 13 (56.52%) Concurrent Programming
5 13 (56.52%) DSDM
5 13 (56.52%) RUP
5 13 (56.52%) System Testing
6 12 (52.17%) Software Engineering
7 4 (17.39%) SDLC
8 3 (13.04%) Data Analysis
8 3 (13.04%) TOGAF
8 3 (13.04%) Waterfall
9 2 (8.70%) Business Analysis
9 2 (8.70%) Stakeholder Management
9 2 (8.70%) Wealth Management
Programming Languages
1 14 (60.87%) Bash Shell
1 14 (60.87%) JavaScript
1 14 (60.87%) Python
1 14 (60.87%) Ruby
2 12 (52.17%) Java
3 4 (17.39%) SQL
4 1 (4.35%) Clojure
4 1 (4.35%) Erlang
4 1 (4.35%) F#
4 1 (4.35%) Haskell
4 1 (4.35%) Scala
Qualifications
1 3 (13.04%) Degree
2 2 (8.70%) Security Cleared
Quality Assurance & Compliance
1 13 (56.52%) QA
System Software
1 14 (60.87%) Docker
2 1 (4.35%) Apache ZooKeeper
2 1 (4.35%) VirtualBox
2 1 (4.35%) VMware Infrastructure
Systems Management
1 14 (60.87%) Ansible
1 14 (60.87%) Cobbler
1 14 (60.87%) Opscode Chef
1 14 (60.87%) Puppet
2 1 (4.35%) HAProxy
2 1 (4.35%) logstash
Vendors
1 14 (60.87%) IBM
2 13 (56.52%) TIBCO
3 8 (34.78%) Informatica
4 3 (13.04%) Oracle
5 2 (8.70%) Cognizant
6 1 (4.35%) Microsoft
6 1 (4.35%) Splunk
6 1 (4.35%) VMware