Period
to 21 November 2019

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 21 November 2019 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
UK > Scotland
6 months to
21 Nov 2019
Same period 2018 Same period 2017
Rank 196 196 189
Rank change year-on-year 0 -7 -91
Permanent jobs citing UML 20 36 48
As % of all permanent IT jobs advertised in Scotland 0.43% 0.67% 0.85%
As % of the Processes & Methodologies category 0.46% 0.71% 0.91%
Number of salaries quoted 12 15 34
Scotland median annual salary £38,750 £50,000 £80,000
Median salary % change year-on-year -22.50% -37.50% +60.00%
10th Percentile £30,375 £38,800 £37,500
90th Percentile £75,325 £63,000 £90,000
UK median annual salary £53,500 £56,500 £55,000
% change year-on-year -5.31% +2.73% +4.76%

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 4,360 5,057 5,247
As % of all permanent IT jobs advertised in Scotland 93.06% 93.93% 92.51%
Number of salaries quoted 2,641 3,245 3,358
Scotland median annual salary £45,000 £45,000 £44,500
Median salary % change year-on-year - +1.12% +1.14%
10th Percentile £29,565 £28,750 £28,250
90th Percentile £71,000 £70,000 £65,000
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +4.17%

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 21 November 2019.

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 21 November 2019. 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
Edinburgh +19 11 £42,500 -5.56% 16
Glasgow +24 7 £37,500 -40.00% 1
Fife - 1 - - 2
Dundee - 1 - -
UML
UK

For the 6 months to 21 November 2019, 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 Scotland region with a requirement for UML.

1 11 (55.00%) OO
2 10 (50.00%) C++
2 10 (50.00%) Java
2 10 (50.00%) Software Engineering
2 10 (50.00%) Security Cleared
3 9 (45.00%) Agile Software Development
3 9 (45.00%) MATLAB
3 9 (45.00%) Simulink
4 8 (40.00%) Git (software)
5 7 (35.00%) SC Cleared
5 7 (35.00%) OOD
6 6 (30.00%) SQL
6 6 (30.00%) Scrum
6 6 (30.00%) Rational Rhapsody
7 5 (25.00%) SDLC
7 5 (25.00%) Test Automation
7 5 (25.00%) Continuous Integration
7 5 (25.00%) Rational DOORS
7 5 (25.00%) Aerospace
7 5 (25.00%) Subversion
7 5 (25.00%) VxWorks
8 4 (20.00%) JBoss
8 4 (20.00%) Tomcat
8 4 (20.00%) WebLogic
8 4 (20.00%) Middleware
8 4 (20.00%) Degree
8 4 (20.00%) JIRA
8 4 (20.00%) User Acceptance Testing
8 4 (20.00%) Jetty
8 4 (20.00%) Multithreading

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 4 (20.00%) JBoss
1 4 (20.00%) Jetty
1 4 (20.00%) Tomcat
1 4 (20.00%) WebLogic
2 2 (10.00%) Apache
3 1 (5.00%) Apache Spark
3 1 (5.00%) Elasticsearch
3 1 (5.00%) Tornado
Applications
1 9 (45.00%) Simulink
Cloud Services
1 1 (5.00%) AWS
1 1 (5.00%) Azure
1 1 (5.00%) Cloud Computing
1 1 (5.00%) GCP
1 1 (5.00%) GitHub
Database & Business Intelligence
1 2 (10.00%) Big Data
2 1 (5.00%) Apache Cassandra
2 1 (5.00%) Hadoop
2 1 (5.00%) MySQL
2 1 (5.00%) PostgreSQL
2 1 (5.00%) Relational Database
Development Applications
1 8 (40.00%) Git (software)
2 6 (30.00%) Rational Rhapsody
3 5 (25.00%) Rational DOORS
3 5 (25.00%) Subversion
4 4 (20.00%) JIRA
4 4 (20.00%) Mercurial
5 3 (15.00%) Bitbucket
6 2 (10.00%) Eclipse
7 1 (5.00%) Ant
7 1 (5.00%) Eclipse RCP
7 1 (5.00%) Gradle
General
1 5 (25.00%) Aerospace
2 3 (15.00%) Automotive
3 2 (10.00%) Avionics
3 2 (10.00%) Finance
3 2 (10.00%) Military
4 1 (5.00%) Games
4 1 (5.00%) Marketing
Job Titles
1 10 (50.00%) Software Engineer
2 5 (25.00%) C++ Software Engineer
2 5 (25.00%) Developer
2 5 (25.00%) Java Developer
3 3 (15.00%) Lead Software Engineer
4 2 (10.00%) Architect
4 2 (10.00%) Lead Architect
4 2 (10.00%) Senior Software Engineer
5 1 (5.00%) Analyst
5 1 (5.00%) Business Analyst
5 1 (5.00%) Junior
5 1 (5.00%) Junior Software Engineer
5 1 (5.00%) Principal Engineer
5 1 (5.00%) Principal Software Engineer
5 1 (5.00%) Programmer
5 1 (5.00%) Senior C++ Software Engineer
5 1 (5.00%) Senior Programmer
5 1 (5.00%) Software Programmer
5 1 (5.00%) Systems Engineer
Libraries, Frameworks & Software Standards
1 4 (20.00%) Middleware
2 2 (10.00%) Node.js
2 2 (10.00%) SAML
2 2 (10.00%) Swagger
3 1 (5.00%) .NET
3 1 (5.00%) .NET Framework
3 1 (5.00%) CSS
3 1 (5.00%) HTML
3 1 (5.00%) JDBC
3 1 (5.00%) JSP
3 1 (5.00%) Kafka
3 1 (5.00%) Spring
3 1 (5.00%) WinForms
Miscellaneous
1 2 (10.00%) Analytical Skills
1 2 (10.00%) Management Information System
2 1 (5.00%) Analytical Mindset
2 1 (5.00%) Mobile App
2 1 (5.00%) Self-Motivation
Operating Systems
1 5 (25.00%) VxWorks
2 2 (10.00%) Windows
3 1 (5.00%) Linux
Processes & Methodologies
1 11 (55.00%) OO
2 10 (50.00%) Software Engineering
3 9 (45.00%) Agile Software Development
4 7 (35.00%) OOD
5 6 (30.00%) Scrum
6 5 (25.00%) Continuous Integration
6 5 (25.00%) SDLC
6 5 (25.00%) Test Automation
7 4 (20.00%) Concurrent Programming
7 4 (20.00%) Mentoring
7 4 (20.00%) Multithreading
7 4 (20.00%) User Acceptance Testing
8 3 (15.00%) Logistics
8 3 (15.00%) OOP
8 3 (15.00%) Project Management
8 3 (15.00%) Requirements Management
8 3 (15.00%) Technical Leadership
9 2 (10.00%) Data Management
9 2 (10.00%) ETL
9 2 (10.00%) Sequence Diagram
Programming Languages
1 10 (50.00%) C++
1 10 (50.00%) Java
2 9 (45.00%) MATLAB
3 6 (30.00%) SQL
4 3 (15.00%) C#
5 2 (10.00%) JavaScript
5 2 (10.00%) Python
6 1 (5.00%) Scala
6 1 (5.00%) Shell Script
Qualifications
1 10 (50.00%) Security Cleared
2 7 (35.00%) SC Cleared
3 4 (20.00%) Degree
4 1 (5.00%) Computer Science Degree
System Software
1 2 (10.00%) Docker
Vendors
1 1 (5.00%) IBM
1 1 (5.00%) Oracle