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 3 months to 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Unified Modeling Language (UML)
Scotland / Glasgow
Rank 77 74 95
Rank change year-on-year -3 +21  
Permanent jobs citing UML 10 34 3
As % of all permanent IT jobs advertised in Glasgow 1.10% 2.63% 0.27%
As % of the Processes & Methodologies category 1.20% 2.85% 0.29%
Number of salaries quoted 3 17 3
Median salary £41,000 £62,500 £40,000
Median salary % change year-on-year -34.40% +56.25%  
90% offered a salary of more than £34,200 £42,000 £33,200
10% offered a salary of more than £56,200 £68,000 £60,000
UK excluding London median salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88%  

UML is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for process and methodology skills.

Process & Methodology Skills
Glasgow
Permanent job vacancies with a requirement for process and methodology skills 833 1192 1027
As % of all permanent IT job vacancies advertised in Glasgow 91.54% 92.05% 91.61%
Number of salaries quoted 490 731 682
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £60,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

UML
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing UML as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 22 March 2017.

Salary histogram for UML in Glasgow

UML
Top 30 Related IT Skills in Glasgow

For the 6 months to 22 March 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 26 (72.22%) Agile Software Development
2 12 (33.33%) Waterfall
2 12 (33.33%) SDLC
3 11 (30.56%) Degree
3 11 (30.56%) Finance
4 10 (27.78%) Risk Management
4 10 (27.78%) Data Analysis
4 10 (27.78%) OpenLink
4 10 (27.78%) Endur
4 10 (27.78%) ETRM
4 10 (27.78%) Triple Point
4 10 (27.78%) OpenLink RightAngle
5 8 (22.22%) IBM
5 8 (22.22%) C#
5 8 (22.22%) OO
6 7 (19.44%) Data Modelling
6 7 (19.44%) Validation
7 6 (16.67%) Scrum
7 6 (16.67%) Microsoft
7 6 (16.67%) MagicDraw
7 6 (16.67%) SysML
7 6 (16.67%) MS Excel
7 6 (16.67%) OLTP
7 6 (16.67%) OLAP
7 6 (16.67%) C++
7 6 (16.67%) Java
7 6 (16.67%) Data Architecture
7 6 (16.67%) Analytical Skills
7 6 (16.67%) Process Improvement
7 6 (16.67%) Data Lake

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 3 (8.33%) Confluence
2 1 (2.78%) GemFire
2 1 (2.78%) JBoss
2 1 (2.78%) Mule
2 1 (2.78%) Mule ESB
Applications
1 6 (16.67%) MS Excel
Business Applications
1 10 (27.78%) Endur
1 10 (27.78%) OpenLink RightAngle
Cloud Services
1 1 (2.78%) Amazon AWS
1 1 (2.78%) Amazon EC2
1 1 (2.78%) Amazon ELB
1 1 (2.78%) Amazon S3
Database & Business Intelligence
1 6 (16.67%) Data Lake
1 6 (16.67%) OLAP
1 6 (16.67%) OLTP
2 5 (13.89%) Data Warehouse
3 4 (11.11%) NoSQL
3 4 (11.11%) Star Schema
4 3 (8.33%) Apache Cassandra
4 3 (8.33%) Relational Database
5 1 (2.78%) Amazon RDS
5 1 (2.78%) Hadoop
5 1 (2.78%) MongoDB
5 1 (2.78%) OrientDB
5 1 (2.78%) RDBMS
Development Applications
1 6 (16.67%) MagicDraw
2 5 (13.89%) ERwin
3 3 (8.33%) Cucumber
3 3 (8.33%) FitNesse
3 3 (8.33%) Git (software)
3 3 (8.33%) Jenkins
3 3 (8.33%) JIRA
3 3 (8.33%) Maven
3 3 (8.33%) TeamCity
General
1 11 (30.56%) Finance
2 4 (11.11%) Back Office
2 4 (11.11%) Banking
2 4 (11.11%) General Ledger
Job Titles
1 10 (27.78%) Consultant
1 10 (27.78%) Endur Consultant
1 10 (27.78%) OpenLink Consultant
2 9 (25.00%) Developer
3 8 (22.22%) Architect
4 6 (16.67%) Information Architect
5 5 (13.89%) Designer
6 4 (11.11%) Systems Designer
7 3 (8.33%) Applications Developer
7 3 (8.33%) C# Application Developer
7 3 (8.33%) C# Developer
7 3 (8.33%) PL/SQL Developer
7 3 (8.33%) Software Engineer
7 3 (8.33%) SQL Developer
8 2 (5.56%) Data Architect
8 2 (5.56%) Data Modeller
8 2 (5.56%) Embedded Engineer
8 2 (5.56%) Embedded Software Engineer
8 2 (5.56%) Senior Architect
9 1 (2.78%) Solutions Designer
Libraries, Frameworks & Software Standards
1 5 (13.89%) XML
2 4 (11.11%) XML Schema
3 3 (8.33%) Drools
4 2 (5.56%) REST
4 2 (5.56%) Spring
5 1 (2.78%) Ehcache
5 1 (2.78%) HTML
5 1 (2.78%) HTML5
5 1 (2.78%) Spring Integration
Miscellaneous
1 6 (16.67%) Analytical Skills
2 5 (13.89%) Taxonomies
3 4 (11.11%) Reference Data
4 1 (2.78%) Computer Science
4 1 (2.78%) Enterprise Software
4 1 (2.78%) N-Tier
Operating Systems
1 2 (5.56%) Windows
2 1 (2.78%) Unix
Processes & Methodologies
1 26 (72.22%) Agile Software Development
2 12 (33.33%) SDLC
2 12 (33.33%) Waterfall
3 10 (27.78%) Data Analysis
3 10 (27.78%) ETRM
3 10 (27.78%) Risk Management
4 8 (22.22%) OO
5 7 (19.44%) Data Modelling
5 7 (19.44%) Validation
6 6 (16.67%) Data Architecture
6 6 (16.67%) Process Improvement
6 6 (16.67%) Scrum
6 6 (16.67%) SysML
7 5 (13.89%) Information Architecture
7 5 (13.89%) Logical Data Model
7 5 (13.89%) OOD
8 4 (11.11%) Conceptual Models
8 4 (11.11%) Data Lineage
8 4 (11.11%) Physical Data Model
8 4 (11.11%) Reference Data Management
Programming Languages
1 8 (22.22%) C#
2 6 (16.67%) C++
2 6 (16.67%) Java
3 5 (13.89%) SQL
4 4 (11.11%) C
5 3 (8.33%) Go
5 3 (8.33%) PL/SQL
5 3 (8.33%) Scala
6 2 (5.56%) Ada
7 1 (2.78%) Delphi
7 1 (2.78%) JavaScript
7 1 (2.78%) Python
7 1 (2.78%) Smalltalk
Qualifications
1 11 (30.56%) Degree
2 2 (5.56%) SC Cleared
2 2 (5.56%) Security Cleared
Quality Assurance & Compliance
1 5 (13.89%) Data Quality
1 5 (13.89%) ISO20022
Vendors
1 10 (27.78%) OpenLink
1 10 (27.78%) Triple Point
2 8 (22.22%) IBM
3 6 (16.67%) Microsoft
4 1 (2.78%) Oracle
4 1 (2.78%) Sybase
4 1 (2.78%) Terracotta