The table below looks at the statistics for UML skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited UML over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Unified Modeling Language (UML)
Rank 52 82 94
Rank change year-on-year
+30 +12
Permanent jobs citing UML 36 23 7
As % of all permanent IT jobs located in Glasgow 3.73% 1.77% 0.67%
As % of the Processes & Methodologies category 4.16% 1.96% 0.73%
Number of salaries quoted 7 6 4
Median salary £50,000 £51,250 £44,000
Median salary % change year-on-year
-2.43% +16.47%
90% offered a salary of more than £39,700 £40,306 £35,350
10% offered a salary of more than £57,000 £52,500 £46,000
UK excluding London median salary £47,500 £45,000 £42,500
% change year-on-year
+5.55% +5.88%
UML
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Glasgow region.

Processes & Methodologies Category
Glasgow
Permanent IT job ads with a match in the
Processes & Methodologies category
865 1171 963
As % of all permanent IT jobs located in Glasgow 89.64% 89.94% 91.54%
Number of salaries quoted 503 755 600
Median salary £43,500 £42,500 £42,500
Median salary % change year-on-year
+2.35% -
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £60,000 £70,000 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

UML
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow region citing UML as a proportion of all IT jobs with a match in the Processes & Methodologies category.

UML Jobs Demand Trend in Glasgow

UML
Salary Trend in Glasgow

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

UML Salary Trend in Glasgow

UML
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing UML across the Glasgow region over the 3 months to 4 December 2016.

UML Salary Histogram in Glasgow

UML
Top 30 Related IT Skills in Glasgow

For the 6 months to 4 December 2016, 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 56 (74.67%) Agile Software Development
2 30 (40.00%) SDLC
3 25 (33.33%) Waterfall
4 24 (32.00%) Scrum
4 24 (32.00%) Degree
4 24 (32.00%) Finance
5 17 (22.67%) Risk Management
5 17 (22.67%) OpenLink
5 17 (22.67%) Endur
5 17 (22.67%) Java
5 17 (22.67%) Data Analysis
5 17 (22.67%) TDD
5 17 (22.67%) ETRM
5 17 (22.67%) Triple Point
5 17 (22.67%) OpenLink RightAngle
5 17 (22.67%) Process Improvement
6 16 (21.33%) SQL
7 15 (20.00%) OO
8 13 (17.33%) BDD
9 12 (16.00%) MS Excel
9 12 (16.00%) Microsoft
9 12 (16.00%) Validation
9 12 (16.00%) Use Case
9 12 (16.00%) SysML
10 11 (14.67%) OOD
10 11 (14.67%) Oracle
10 11 (14.67%) User Stories
11 10 (13.33%) C#
11 10 (13.33%) Data Modelling
12 9 (12.00%) SOA

UML
Top Related 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 4 (5.33%) GemFire
1 4 (5.33%) Oracle SOA Suite
1 4 (5.33%) WebLogic
2 3 (4.00%) Confluence
3 2 (2.67%) JBoss
3 2 (2.67%) Tomcat
4 1 (1.33%) WebSphere
Applications
1 12 (16.00%) MS Excel
Business Applications
1 17 (22.67%) Endur
1 17 (22.67%) OpenLink RightAngle
Cloud Services
1 3 (4.00%) Amazon AWS
1 3 (4.00%) Amazon EC2
1 3 (4.00%) Amazon ELB
1 3 (4.00%) Amazon S3
Communications & Networking
1 1 (1.33%) CTI
Database & Business Intelligence
1 7 (9.33%) NoSQL
2 6 (8.00%) Data Lake
2 6 (8.00%) OLAP
2 6 (8.00%) OLTP
3 5 (6.67%) Apache Cassandra
3 5 (6.67%) Data Warehouse
3 5 (6.67%) Relational Database
4 4 (5.33%) Hadoop
4 4 (5.33%) Oracle Database
4 4 (5.33%) Oracle Database 10g
4 4 (5.33%) Oracle Database 11g
4 4 (5.33%) RDBMS
4 4 (5.33%) Star Schema
5 3 (4.00%) Amazon RDS
6 2 (2.67%) MarkLogic
6 2 (2.67%) MongoDB
6 2 (2.67%) OrientDB
7 1 (1.33%) SQL Server
Development Applications
1 9 (12.00%) Cucumber
2 7 (9.33%) FitNesse
3 6 (8.00%) MagicDraw
4 5 (6.67%) ERwin
5 4 (5.33%) JBehave
5 4 (5.33%) MSTest
5 4 (5.33%) RSpec
5 4 (5.33%) Selenium
6 3 (4.00%) Git (software)
6 3 (4.00%) Jenkins
6 3 (4.00%) JIRA
6 3 (4.00%) Maven
6 3 (4.00%) TeamCity
General
1 24 (32.00%) Finance
2 5 (6.67%) Banking
3 4 (5.33%) Back Office
3 4 (5.33%) General Ledger
Job Titles
1 17 (22.67%) Consultant
1 17 (22.67%) Endur Consultant
1 17 (22.67%) OpenLink Consultant
2 16 (21.33%) Designer
3 12 (16.00%) Architect
4 11 (14.67%) Developer
5 9 (12.00%) Information Architect
5 9 (12.00%) Product Owner
5 9 (12.00%) Systems Designer
6 7 (9.33%) Solutions Designer
7 6 (8.00%) Applications Developer
8 5 (6.67%) Data Architect
8 5 (6.67%) Data Modeller
9 4 (5.33%) Automation Engineer
9 4 (5.33%) C# Application Developer
9 4 (5.33%) C# Developer
9 4 (5.33%) QA Automation Engineer
9 4 (5.33%) QA Engineer
9 4 (5.33%) Quality Engineer
9 4 (5.33%) Senior Designer
Libraries, Frameworks & Software Standards
1 7 (9.33%) CSS
1 7 (9.33%) XML
2 6 (8.00%) Java EE
3 5 (6.67%) Hibernate
3 5 (6.67%) jQuery
3 5 (6.67%) JSP
4 4 (5.33%) Drools
4 4 (5.33%) Ehcache
4 4 (5.33%) HTML
4 4 (5.33%) Spring
4 4 (5.33%) XML Schema
5 3 (4.00%) .NET
5 3 (4.00%) REST
6 2 (2.67%) Gherkin
6 2 (2.67%) SOAP
7 1 (1.33%) Dojo
7 1 (1.33%) EJB
7 1 (1.33%) EJB 3.0
7 1 (1.33%) HTML5
7 1 (1.33%) JPA
Miscellaneous
1 8 (10.67%) Data Integration
1 8 (10.67%) Taxonomies
2 7 (9.33%) Analytical Skills
3 5 (6.67%) Computer Science
4 4 (5.33%) Management Information System
4 4 (5.33%) Mathematics
4 4 (5.33%) N-Tier
4 4 (5.33%) Ontologies
4 4 (5.33%) Reference Data
4 4 (5.33%) Wiki
Operating Systems
1 8 (10.67%) Unix
2 6 (8.00%) Linux
3 4 (5.33%) Windows
Processes & Methodologies
1 56 (74.67%) Agile Software Development
2 30 (40.00%) SDLC
3 25 (33.33%) Waterfall
4 24 (32.00%) Scrum
5 17 (22.67%) Data Analysis
5 17 (22.67%) ETRM
5 17 (22.67%) Process Improvement
5 17 (22.67%) Risk Management
5 17 (22.67%) TDD
6 15 (20.00%) OO
7 13 (17.33%) BDD
8 12 (16.00%) SysML
8 12 (16.00%) Use Case
8 12 (16.00%) Validation
9 11 (14.67%) OOD
9 11 (14.67%) User Stories
10 10 (13.33%) Data Modelling
11 9 (12.00%) BPMN
11 9 (12.00%) Continuous Improvement
11 9 (12.00%) SOA
Programming Languages
1 17 (22.67%) Java
2 16 (21.33%) SQL
3 10 (13.33%) C#
4 6 (8.00%) JavaScript
5 4 (5.33%) C++
6 3 (4.00%) C
6 3 (4.00%) PL/SQL
6 3 (4.00%) Scala
7 2 (2.67%) Ada
8 1 (1.33%) Go
8 1 (1.33%) Python
Qualifications
1 24 (32.00%) Degree
2 2 (2.67%) SC Cleared
2 2 (2.67%) Security Cleared
Quality Assurance & Compliance
1 5 (6.67%) Data Quality
1 5 (6.67%) ISO20022
2 4 (5.33%) QA
Vendors
1 17 (22.67%) OpenLink
1 17 (22.67%) Triple Point
2 12 (16.00%) Microsoft
3 11 (14.67%) Oracle
4 8 (10.67%) IBM
5 4 (5.33%) Sybase
5 4 (5.33%) Terracotta