Period
to 18 June 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 18 June 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
UK > Scotland
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 157 165 132
Rank change year-on-year +8 -33 +22
Permanent jobs citing UML 83 44 109
As % of all permanent IT jobs advertised in Scotland 1.46% 0.89% 1.90%
As % of the Processes & Methodologies category 1.57% 0.97% 2.06%
Number of salaries quoted 63 36 55
Scotland median annual salary £65,000 £60,000 £52,500
Median salary % change year-on-year +8.33% +14.29% +14.13%
10th Percentile £39,000 £40,875 £36,250
90th Percentile £77,000 £90,000 £82,500
UK median annual salary £50,500 £52,500 £50,000
% change year-on-year -3.81% +5.00% +4.17%

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 5,294 4,553 5,279
As % of all permanent IT jobs advertised in Scotland 92.86% 92.58% 92.10%
Number of salaries quoted 3,569 2,899 3,178
Scotland median annual salary £45,000 £45,000 £45,000
10th Percentile £29,000 £28,750 £27,500
90th Percentile £70,000 £70,000 £65,000
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +2.15%

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 18 June 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 18 June 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
Edinburgh +9 43 £65,000 +8.33% 4
Glasgow -5 35 £65,000 +23.81%
Perth and Kinross - 2 £56,500 -
West Lothian -1 1 £47,500 -5.00%
UML
UK

For the 6 months to 18 June 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 59 (71.08%) Java
2 40 (48.19%) Agile Software Development
3 31 (37.35%) JBoss
4 27 (32.53%) OO
4 27 (32.53%) Sequence Diagram
5 25 (30.12%) Data Modelling
6 23 (27.71%) Finance
7 19 (22.89%) Stakeholder Management
7 19 (22.89%) Scrum
7 19 (22.89%) JavaScript
7 19 (22.89%) Docker
7 19 (22.89%) Logical Data Model
8 16 (19.28%) Hibernate
9 15 (18.07%) Oracle
10 14 (16.87%) TDD
11 13 (15.66%) Microservices
12 12 (14.46%) Mentoring
12 12 (14.46%) Spring
13 11 (13.25%) HTML
13 11 (13.25%) J2EE
13 11 (13.25%) Ansible
13 11 (13.25%) Hadoop
13 11 (13.25%) Kanban
14 10 (12.05%) Software Engineering
14 10 (12.05%) Business Analysis
14 10 (12.05%) Domain Models
15 9 (10.84%) SOA
15 9 (10.84%) Continuous Integration
15 9 (10.84%) Node.js
16 8 (9.64%) Relational Database

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 31 (37.35%) JBoss
2 8 (9.64%) WebSphere
3 7 (8.43%) Tomcat
4 5 (6.02%) Apache Spark
4 5 (6.02%) Jetty
4 5 (6.02%) WebLogic
5 3 (3.61%) Oracle SOA Suite
6 1 (1.20%) Elasticsearch
6 1 (1.20%) nginx
6 1 (1.20%) OpenStack
6 1 (1.20%) Tornado
Applications
1 7 (8.43%) Mingle
2 2 (2.41%) MS Visio
Cloud Services
1 2 (2.41%) Amazon AWS
1 2 (2.41%) Microsoft Azure
2 1 (1.20%) Cloud Computing
Communications & Networking
1 4 (4.82%) AMQP
1 4 (4.82%) Wireless
2 1 (1.20%) Broadband
2 1 (1.20%) DSL
2 1 (1.20%) Internet
2 1 (1.20%) Intranet
2 1 (1.20%) X.25
Database & Business Intelligence
1 11 (13.25%) Hadoop
2 8 (9.64%) Relational Database
3 6 (7.23%) Big Data
3 6 (7.23%) Couchbase
3 6 (7.23%) MongoDB
3 6 (7.23%) NoSQL
3 6 (7.23%) Redis
4 5 (6.02%) RDBMS
4 5 (6.02%) Riak
5 4 (4.82%) SQL Server
6 3 (3.61%) Oracle Database
7 2 (2.41%) Oracle Database 11g
Development Applications
1 8 (9.64%) Git (software)
2 6 (7.23%) Cucumber
2 6 (7.23%) Selenium
3 5 (6.02%) Eclipse
3 5 (6.02%) FitNesse
3 5 (6.02%) JUnit
3 5 (6.02%) Maven
3 5 (6.02%) Vagrant
4 2 (2.41%) JDeveloper
4 2 (2.41%) Jenkins
4 2 (2.41%) Log4j
4 2 (2.41%) WebSphere Studio Application Developer
4 2 (2.41%) XMLSpy
5 1 (1.20%) Gatling
5 1 (1.20%) JMeter
5 1 (1.20%) Mercurial
5 1 (1.20%) Subversion
5 1 (1.20%) The Grinder
5 1 (1.20%) Visual Studio
General
1 23 (27.71%) Finance
2 5 (6.02%) Banking
2 5 (6.02%) Retail Banking
3 4 (4.82%) Financial Institution
4 3 (3.61%) Investment Banking
5 2 (2.41%) Games
5 2 (2.41%) Marketing
6 1 (1.20%) Advertising
6 1 (1.20%) Billing
6 1 (1.20%) Law
6 1 (1.20%) Multimedia
6 1 (1.20%) Telecoms
Job Titles
1 31 (37.35%) Architect
2 28 (33.73%) Solutions Architect
3 17 (20.48%) Senior Architect
3 17 (20.48%) Senior Solutions Architect
4 14 (16.87%) Analyst
4 14 (16.87%) Developer
5 12 (14.46%) Business Analyst
6 10 (12.05%) Java Developer
7 8 (9.64%) Designer
7 8 (9.64%) Solutions Designer
8 7 (8.43%) Scrum Master
9 6 (7.23%) Software Engineer
10 5 (6.02%) Consultant
10 5 (6.02%) Java Consultant
11 4 (4.82%) Embedded Engineer
11 4 (4.82%) Embedded Software Engineer
12 3 (3.61%) Lead Architect
12 3 (3.61%) Lead Solutions Architect
12 3 (3.61%) Technical Analyst
12 3 (3.61%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 16 (19.28%) Hibernate
2 12 (14.46%) Spring
3 11 (13.25%) HTML
3 11 (13.25%) J2EE
4 9 (10.84%) Node.js
5 8 (9.64%) Swagger
5 8 (9.64%) XML
6 6 (7.23%) JPA
6 6 (7.23%) REST
7 5 (6.02%) Apache Axis
7 5 (6.02%) Drools
7 5 (6.02%) EJB
7 5 (6.02%) HTML5
7 5 (6.02%) Java EE
7 5 (6.02%) JMS
7 5 (6.02%) JSP
7 5 (6.02%) Servlets
7 5 (6.02%) Spring Boot
8 4 (4.82%) CSS
8 4 (4.82%) WebSphere MQ
Miscellaneous
1 7 (8.43%) Enterprise Software
2 5 (6.02%) Analytical Skills
3 4 (4.82%) Device Driver
3 4 (4.82%) Embedded Systems
3 4 (4.82%) EPoS
3 4 (4.82%) User Experience
4 2 (2.41%) Management Information System
4 2 (2.41%) N-Tier
5 1 (1.20%) Algorithms
5 1 (1.20%) Clustering
5 1 (1.20%) Data Structures
5 1 (1.20%) e-Learning
Operating Systems
1 1 (1.20%) Linux
1 1 (1.20%) Mac OS
1 1 (1.20%) Windows
Processes & Methodologies
1 40 (48.19%) Agile Software Development
2 27 (32.53%) OO
2 27 (32.53%) Sequence Diagram
3 25 (30.12%) Data Modelling
4 19 (22.89%) Logical Data Model
4 19 (22.89%) Scrum
4 19 (22.89%) Stakeholder Management
5 14 (16.87%) TDD
6 13 (15.66%) Microservices
7 12 (14.46%) Mentoring
8 11 (13.25%) Kanban
9 10 (12.05%) Business Analysis
9 10 (12.05%) Domain Models
9 10 (12.05%) Software Engineering
10 9 (10.84%) Continuous Integration
10 9 (10.84%) SOA
11 8 (9.64%) Data Management
11 8 (9.64%) Migration
11 8 (9.64%) OOA/OOD
11 8 (9.64%) Use Case
Programming Languages
1 59 (71.08%) Java
2 19 (22.89%) JavaScript
3 7 (8.43%) Python
4 6 (7.23%) Bash Shell
4 6 (7.23%) Ruby
4 6 (7.23%) SQL
5 4 (4.82%) Assembly Language
5 4 (4.82%) C
6 2 (2.41%) C#
7 1 (1.20%) C++
7 1 (1.20%) Clojure
7 1 (1.20%) Erlang
7 1 (1.20%) F#
7 1 (1.20%) Haskell
7 1 (1.20%) PL/SQL
7 1 (1.20%) Scala
7 1 (1.20%) T-SQL
7 1 (1.20%) VB.NET
Qualifications
1 6 (7.23%) Degree
2 5 (6.02%) Security Cleared
3 4 (4.82%) TOGAF Certification
4 2 (2.41%) SC Cleared
5 1 (1.20%) Computer Science Degree
5 1 (1.20%) ISEB
Quality Assurance & Compliance
1 4 (4.82%) QA
2 2 (2.41%) COBIT
2 2 (2.41%) GDPR
System Software
1 19 (22.89%) Docker
2 1 (1.20%) Apache ZooKeeper
2 1 (1.20%) VirtualBox
2 1 (1.20%) VMware Infrastructure
Systems Management
1 11 (13.25%) Ansible
2 6 (7.23%) Opscode Chef
2 6 (7.23%) Puppet
3 5 (6.02%) Cobbler
4 1 (1.20%) HAProxy
4 1 (1.20%) logstash
4 1 (1.20%) Systems Management Server (SMS)
Vendors
1 15 (18.07%) Oracle
2 7 (8.43%) IBM
2 7 (8.43%) VMware
3 6 (7.23%) Citrix
4 5 (6.02%) Cognizant
4 5 (6.02%) TIBCO
5 3 (3.61%) Informatica
5 3 (3.61%) Microsoft
6 2 (2.41%) Guidewire
7 1 (1.20%) Google
7 1 (1.20%) IFS
7 1 (1.20%) Splunk
7 1 (1.20%) Yahoo!