Period
to 17 November 2018

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 17 November 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
UK > Scotland
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 193 178 97
Rank change year-on-year -15 -81 +62
Permanent jobs citing UML 35 47 130
As % of all permanent IT jobs advertised in Scotland 0.65% 0.83% 2.48%
As % of the Processes & Methodologies category 0.70% 0.90% 2.68%
Number of salaries quoted 14 35 42
Scotland median annual salary £48,750 £80,000 £50,000
Median salary % change year-on-year -39.06% +60.00% +6.38%
10th Percentile £38,600 £38,400 £31,625
90th Percentile £63,500 £90,000 £62,500
UK median annual salary £56,500 £55,000 £52,500
% change year-on-year +2.73% +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 4,988 5,194 4,853
As % of all permanent IT jobs advertised in Scotland 92.87% 91.98% 92.63%
Number of salaries quoted 3,212 3,321 2,933
Scotland median annual salary £45,000 £44,500 £43,500
Median salary % change year-on-year +1.12% +2.30% +2.35%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £70,000 £66,250 £65,000
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 17 November 2018.

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 17 November 2018. 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 -18 16 £62,500 -10.71% 4
Edinburgh +8 11 £45,000 -47.06% 7
South Lanarkshire +7 7 £55,000 +18.92% 1
Perth and Kinross - 1 £38,000 -
UML
UK

For the 6 months to 17 November 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 Scotland region with a requirement for UML.

1 25 (71.43%) Java
2 20 (57.14%) Hibernate
3 17 (48.57%) HTML
3 17 (48.57%) Oracle
4 16 (45.71%) SQL
4 16 (45.71%) Spring
4 16 (45.71%) JPA
5 15 (42.86%) Relational Database
5 15 (42.86%) Docker
6 13 (37.14%) Agile Software Development
6 13 (37.14%) WebSphere
7 12 (34.29%) EJB
7 12 (34.29%) CSS
7 12 (34.29%) JSP
7 12 (34.29%) WebLogic
8 11 (31.43%) Microservices
8 11 (31.43%) Amazon AWS
9 10 (28.57%) Git (software)
9 10 (28.57%) EJB 3.0
9 10 (28.57%) AngularJS
9 10 (28.57%) Spring Boot
9 10 (28.57%) Problem-Solving
9 10 (28.57%) Eclipse
10 9 (25.71%) Management Information System
10 9 (25.71%) SDLC
11 8 (22.86%) Analytical Skills
11 8 (22.86%) MariaDB
11 8 (22.86%) Gradle
11 8 (22.86%) WildFly
11 8 (22.86%) Android Studio

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 13 (37.14%) WebSphere
2 12 (34.29%) WebLogic
3 8 (22.86%) WebSphere Application Server
3 8 (22.86%) WildFly
4 6 (17.14%) JBoss
4 6 (17.14%) Oracle SOA Suite
5 4 (11.43%) Jetty
5 4 (11.43%) Tomcat
6 2 (5.71%) Apache Spark
7 1 (2.86%) SAS
Business Applications
1 2 (5.71%) LongView
Cloud Services
1 11 (31.43%) Amazon AWS
2 2 (5.71%) Microsoft Azure
3 1 (2.86%) Google Cloud Platform
3 1 (2.86%) IaaS
3 1 (2.86%) SaaS
Communications & Networking
1 3 (8.57%) AMQP
2 2 (5.71%) Internet
2 2 (5.71%) Intranet
3 1 (2.86%) TCP/IP
3 1 (2.86%) X.25
Database & Business Intelligence
1 15 (42.86%) Relational Database
2 8 (22.86%) MariaDB
2 8 (22.86%) PostgreSQL
3 7 (20.00%) Hadoop
4 4 (11.43%) Couchbase
4 4 (11.43%) MongoDB
4 4 (11.43%) NoSQL
4 4 (11.43%) RDBMS
4 4 (11.43%) Redis
5 3 (8.57%) Big Data
5 3 (8.57%) Riak
6 2 (5.71%) Oracle Database
6 2 (5.71%) SQL Server
7 1 (2.86%) DB2
Development Applications
1 10 (28.57%) Eclipse
1 10 (28.57%) Git (software)
2 8 (22.86%) Android Studio
2 8 (22.86%) Ant
2 8 (22.86%) Gradle
2 8 (22.86%) Subversion
3 4 (11.43%) Cucumber
3 4 (11.43%) Selenium
4 3 (8.57%) FitNesse
4 3 (8.57%) JUnit
4 3 (8.57%) Vagrant
5 2 (5.71%) Maven
6 1 (2.86%) Metasploit
6 1 (2.86%) Visual Studio
6 1 (2.86%) WebScarab
General
1 8 (22.86%) Finance
2 4 (11.43%) Banking
2 4 (11.43%) Law
3 2 (5.71%) Investment Banking
3 2 (5.71%) Multimedia
3 2 (5.71%) Retail Banking
4 1 (2.86%) Advertising
4 1 (2.86%) Local Government
4 1 (2.86%) Manufacturing
4 1 (2.86%) Retail
Job Titles
1 11 (31.43%) Developer
2 10 (28.57%) Java Developer
2 10 (28.57%) Software Engineer
3 7 (20.00%) Development Engineer
3 7 (20.00%) Principal Engineer
3 7 (20.00%) Principal Software Engineer
3 7 (20.00%) Software Development Engineer
4 6 (17.14%) Analyst
4 6 (17.14%) Business Analyst
5 5 (14.29%) Architect
6 3 (8.57%) Senior Software Engineer
6 3 (8.57%) Solutions Architect
6 3 (8.57%) Technical Analyst
6 3 (8.57%) Technical Business Analyst
7 2 (5.71%) Applications Developer
7 2 (5.71%) J2EE Applications Developer
7 2 (5.71%) J2EE Developer
7 2 (5.71%) Java Applications Developer
7 2 (5.71%) Java/J2EE Developer
7 2 (5.71%) Senior Solutions Architect
Libraries, Frameworks & Software Standards
1 20 (57.14%) Hibernate
2 17 (48.57%) HTML
3 16 (45.71%) JPA
3 16 (45.71%) Spring
4 12 (34.29%) CSS
4 12 (34.29%) EJB
4 12 (34.29%) JSP
5 10 (28.57%) AngularJS
5 10 (28.57%) EJB 3.0
5 10 (28.57%) Spring Boot
6 8 (22.86%) Struts
6 8 (22.86%) Struts2
7 6 (17.14%) Java EE
7 6 (17.14%) XML
8 5 (14.29%) J2EE
8 5 (14.29%) JMS
9 4 (11.43%) JSF
9 4 (11.43%) REST
9 4 (11.43%) Servlets
9 4 (11.43%) Web Services
Miscellaneous
1 9 (25.71%) Management Information System
2 8 (22.86%) Analytical Skills
3 3 (8.57%) Enterprise Software
4 2 (5.71%) Clustering
4 2 (5.71%) N-Tier
5 1 (2.86%) Cloud Native
5 1 (2.86%) e-Learning
5 1 (2.86%) Hybrid Cloud
5 1 (2.86%) Mobile App
5 1 (2.86%) Robotics
5 1 (2.86%) Self-Motivation
5 1 (2.86%) User Experience
Operating Systems
1 8 (22.86%) Android
1 8 (22.86%) Apple iOS
Processes & Methodologies
1 13 (37.14%) Agile Software Development
2 11 (31.43%) Microservices
3 10 (28.57%) Problem-Solving
4 9 (25.71%) SDLC
5 8 (22.86%) Android Development
5 8 (22.86%) iOS Development
5 8 (22.86%) SOA
5 8 (22.86%) Software Engineering
5 8 (22.86%) TDD
5 8 (22.86%) Unified Process
6 7 (20.00%) Configuration Management
6 7 (20.00%) IT Strategy
6 7 (20.00%) Scrum
7 6 (17.14%) OO
7 6 (17.14%) OOA/OOD
7 6 (17.14%) Stakeholder Management
8 5 (14.29%) BDD
8 5 (14.29%) Business Analysis
8 5 (14.29%) Use Case
9 4 (11.43%) Unit Testing
Programming Languages
1 25 (71.43%) Java
2 16 (45.71%) SQL
3 7 (20.00%) JavaScript
4 6 (17.14%) Python
5 4 (11.43%) Bash Shell
5 4 (11.43%) Ruby
6 2 (5.71%) Java 8
6 2 (5.71%) PL/SQL
7 1 (2.86%) C#
7 1 (2.86%) VB.NET
Qualifications
1 3 (8.57%) Degree
2 2 (5.71%) SC Cleared
2 2 (5.71%) Security Cleared
3 1 (2.86%) AWS Certification
3 1 (2.86%) Computer Science Degree
3 1 (2.86%) ISEB
Quality Assurance & Compliance
1 3 (8.57%) QA
2 2 (5.71%) COBIT
2 2 (5.71%) GDPR
System Software
1 15 (42.86%) Docker
Systems Management
1 4 (11.43%) Opscode Chef
1 4 (11.43%) Puppet
2 3 (8.57%) Ansible
2 3 (8.57%) Cobbler
3 1 (2.86%) Core Impact
3 1 (2.86%) Nessus
3 1 (2.86%) Nexpose
Vendors
1 17 (48.57%) Oracle
2 6 (17.14%) IBM
3 3 (8.57%) Google
3 3 (8.57%) Informatica
3 3 (8.57%) Microsoft
3 3 (8.57%) TIBCO
4 2 (5.71%) Charles River
4 2 (5.71%) Cognizant
4 2 (5.71%) Red Hat
4 2 (5.71%) Yahoo!
5 1 (2.86%) IFS
5 1 (2.86%) Teradata