Period
to 19 January 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 19 January 2019 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
UK > Scotland
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 200 177 86
Rank change year-on-year -23 -91 +73
Permanent jobs citing UML 27 55 122
As % of all permanent IT jobs advertised in Scotland 0.53% 0.99% 2.60%
As % of the Processes & Methodologies category 0.57% 1.07% 2.81%
Number of salaries quoted 9 30 46
Scotland median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - -
10th Percentile £45,750 £37,500 £39,000
90th Percentile £61,000 £82,500 £62,500
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

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 4,738 5,135 4,341
As % of all permanent IT jobs advertised in Scotland 93.54% 92.39% 92.68%
Number of salaries quoted 3,079 3,376 2,735
Scotland median annual salary £45,000 £45,000 £44,500
Median salary % change year-on-year - +1.12% +4.71%
10th Percentile £29,500 £28,250 £28,750
90th Percentile £69,375 £66,250 £65,000
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 19 January 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 19 January 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
Glasgow -10 10 £50,000 -33.33% 2
South Lanarkshire +10 9 £55,000 +18.92%
Edinburgh +3 7 £47,500 - 9
Fife - 1 - - 5
UML
UK

For the 6 months to 19 January 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 17 (62.96%) Oracle
2 16 (59.26%) Java
2 16 (59.26%) Hibernate
3 15 (55.56%) JPA
4 14 (51.85%) SQL
5 12 (44.44%) HTML
5 12 (44.44%) Eclipse
5 12 (44.44%) Git (software)
5 12 (44.44%) Amazon AWS
5 12 (44.44%) Analytical Skills
5 12 (44.44%) Problem-Solving
6 11 (40.74%) Spring Boot
6 11 (40.74%) Microservices
6 11 (40.74%) WildFly
6 11 (40.74%) Struts2
6 11 (40.74%) Apple iOS
6 11 (40.74%) Android Development
6 11 (40.74%) iOS Development
6 11 (40.74%) Relational Database
6 11 (40.74%) Android Studio
6 11 (40.74%) Docker
6 11 (40.74%) EJB 3.0
6 11 (40.74%) Android
6 11 (40.74%) Subversion
6 11 (40.74%) Spring
6 11 (40.74%) WebSphere
6 11 (40.74%) WebSphere Application Server
6 11 (40.74%) WebLogic
6 11 (40.74%) EJB
6 11 (40.74%) CSS

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 11 (40.74%) WebLogic
1 11 (40.74%) WebSphere
1 11 (40.74%) WebSphere Application Server
1 11 (40.74%) WildFly
2 4 (14.81%) Oracle SOA Suite
3 1 (3.70%) Apache Spark
3 1 (3.70%) JBoss
3 1 (3.70%) SAS
Applications
1 1 (3.70%) Microsoft Office
Business Applications
1 2 (7.41%) LongView
Cloud Services
1 12 (44.44%) Amazon AWS
2 1 (3.70%) Google Cloud Platform
2 1 (3.70%) IaaS
2 1 (3.70%) Microsoft Azure
2 1 (3.70%) SaaS
Communications & Networking
1 1 (3.70%) TCP/IP
Database & Business Intelligence
1 11 (40.74%) Relational Database
2 10 (37.04%) MariaDB
2 10 (37.04%) PostgreSQL
3 2 (7.41%) Big Data
3 2 (7.41%) Hadoop
4 1 (3.70%) Crystal Reports
4 1 (3.70%) DB2
4 1 (3.70%) Oracle Database
4 1 (3.70%) Oracle Reports
Development Applications
1 12 (44.44%) Eclipse
1 12 (44.44%) Git (software)
2 11 (40.74%) Android Studio
2 11 (40.74%) Subversion
3 10 (37.04%) Ant
3 10 (37.04%) Gradle
4 1 (3.70%) Maven
4 1 (3.70%) Metasploit
4 1 (3.70%) Visual Studio
4 1 (3.70%) WebScarab
General
1 3 (11.11%) Finance
2 2 (7.41%) Banking
2 2 (7.41%) Investment Banking
2 2 (7.41%) Law
3 1 (3.70%) Local Government
3 1 (3.70%) Manufacturing
3 1 (3.70%) Retail
Job Titles
1 10 (37.04%) Software Engineer
2 9 (33.33%) Development Engineer
2 9 (33.33%) Principal Engineer
2 9 (33.33%) Principal Software Engineer
2 9 (33.33%) Software Development Engineer
3 8 (29.63%) Analyst
3 8 (29.63%) Business Analyst
4 4 (14.81%) Technical Analyst
4 4 (14.81%) Technical Business Analyst
5 3 (11.11%) Architect
5 3 (11.11%) Developer
6 2 (7.41%) Designer
6 2 (7.41%) Software Developer
6 2 (7.41%) Technical Architect
7 1 (3.70%) Big Data Consultant
7 1 (3.70%) Cloud Architect
7 1 (3.70%) Cloud Solutions Architect
7 1 (3.70%) Data Consultant
7 1 (3.70%) Lead Architect
7 1 (3.70%) Technical Leader
Libraries, Frameworks & Software Standards
1 16 (59.26%) Hibernate
2 15 (55.56%) JPA
3 12 (44.44%) HTML
4 11 (40.74%) CSS
4 11 (40.74%) EJB
4 11 (40.74%) EJB 3.0
4 11 (40.74%) JSP
4 11 (40.74%) Spring
4 11 (40.74%) Spring Boot
4 11 (40.74%) Struts
4 11 (40.74%) Struts2
5 10 (37.04%) AngularJS
6 4 (14.81%) Apache CXF
6 4 (14.81%) Apache OpenJPA
6 4 (14.81%) CGI
6 4 (14.81%) JSF
6 4 (14.81%) RichFaces
6 4 (14.81%) Web Services
7 2 (7.41%) .NET
7 2 (7.41%) OAuth
Miscellaneous
1 12 (44.44%) Analytical Skills
2 9 (33.33%) Management Information System
3 1 (3.70%) Cloud Native
3 1 (3.70%) Enterprise Software
3 1 (3.70%) Hybrid Cloud
3 1 (3.70%) Mobile App
3 1 (3.70%) Robotics
3 1 (3.70%) Self-Motivation
Operating Systems
1 11 (40.74%) Android
1 11 (40.74%) Apple iOS
Processes & Methodologies
1 12 (44.44%) Problem-Solving
2 11 (40.74%) Android Development
2 11 (40.74%) iOS Development
2 11 (40.74%) Microservices
2 11 (40.74%) Unified Process
3 10 (37.04%) Use Case
4 9 (33.33%) Configuration Management
4 9 (33.33%) IT Strategy
4 9 (33.33%) SDLC
5 8 (29.63%) Business Analysis
6 6 (22.22%) OO
6 6 (22.22%) OOA/OOD
7 5 (18.52%) Agile Software Development
7 5 (18.52%) BPMN
7 5 (18.52%) Mentoring
7 5 (18.52%) SOA
7 5 (18.52%) Stakeholder Management
8 4 (14.81%) Physical Data Model
8 4 (14.81%) Scenario Testing
8 4 (14.81%) Wireframes
Programming Languages
1 16 (59.26%) Java
2 14 (51.85%) SQL
3 4 (14.81%) Java 8
4 3 (11.11%) C#
5 1 (3.70%) PL/SQL
5 1 (3.70%) Python
Qualifications
1 3 (11.11%) Degree
2 1 (3.70%) AWS Certification
2 1 (3.70%) Computer Science Degree
Quality Assurance & Compliance
1 2 (7.41%) QA
2 1 (3.70%) GDPR
2 1 (3.70%) PMO
System Software
1 11 (40.74%) Docker
Systems Management
1 1 (3.70%) Core Impact
1 1 (3.70%) Nessus
1 1 (3.70%) Nexpose
Vendors
1 17 (62.96%) Oracle
2 4 (14.81%) Red Hat
3 2 (7.41%) Charles River
3 2 (7.41%) Microsoft
4 1 (3.70%) Google
4 1 (3.70%) Teradata