The table below looks at the statistics for UML skills in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited UML over the 3 months to 19 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Unified Modeling Language (UML)
Rank 121 107 67
Rank change year-on-year
-14 -40
Permanent jobs citing UML 41 60 102
As % of all permanent IT jobs located in Scotland 1.32% 1.84% 3.28%
As % of the Processes & Methodologies category 1.55% 2.27% 4.13%
Number of salaries quoted 27 38 69
Average salary £44,000 £40,000 £38,000
Average salary % change year-on-year
+10.00% +5.26%
90% offered a salary of more than £37,100 £35,000 £28,000
10% offered a salary of more than £50,000 £57,650 £52,500
UK excluding London average salary £42,500 £42,500 £41,500
% change year-on-year
- +2.40%
UML
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2649 2641 2470
As % of all permanent IT jobs located in Scotland 85.15% 81.09% 79.32%
Number of salaries quoted 1763 1676 1714
Average salary £42,500 £42,500 £40,000
Average salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,700 £30,000 £28,000
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

UML
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing UML across the Scotland region as a proportion of the total demand within the Processes & Methodologies category.

UML Jobs Demand Trend in Scotland

UML
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing UML across the Scotland region.

UML Salary Trend in Scotland

UML
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing UML across the Scotland region over the 3 months to 19 December 2014.

UML Salary Histogram in Scotland

UML
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing UML within the Scotland region over the 3 months to 19 December 2014. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -7 26 £43,000 +7.50%
Glasgow -4 7 £46,000 +22.66%
Stirling - 5 £45,000 -
West Lothian - 3 £40,000 - 1
Aberdeen +7 2 £43,750 +13.63%
UML
UK

UML
Top 30 Related IT Skills in Scotland

For the 6 months to 19 December 2014, IT jobs across the Scotland region citing UML also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited UML.

1 45 (55.56%) Agile Software Development
2 26 (32.10%) Data Modelling
3 23 (28.40%) Finance
4 22 (27.16%) Systems Analysis
5 20 (24.69%) Project Management
5 20 (24.69%) Analytical Skills
6 19 (23.46%) HTML
6 19 (23.46%) Business Analysis
6 19 (23.46%) JavaScript
6 19 (23.46%) SQL
7 18 (22.22%) SQL Server
7 18 (22.22%) Java
7 18 (22.22%) XML
8 17 (20.99%) Oracle
8 17 (20.99%) Requirements Analysis
9 16 (19.75%) ERD
9 16 (19.75%) CSS
10 15 (18.52%) Scrum
11 14 (17.28%) Microsoft
11 14 (17.28%) Use Case
11 14 (17.28%) Banking
12 12 (14.81%) jQuery
12 12 (14.81%) Web Services
12 12 (14.81%) C#
12 12 (14.81%) Stakeholder Management
12 12 (14.81%) OO
13 11 (13.58%) Relational Database
13 11 (13.58%) Software Engineering
14 10 (12.35%) User Stories
14 10 (12.35%) BPR

UML
Top Related IT Skills in Scotland by Category

For the 6 months to 19 December 2014, IT jobs across the Scotland region citing UML also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited UML. Up to 20 skills are shown per category.

Application Platforms
1 7 (8.64%) JBoss
2 6 (7.41%) WebSphere
3 4 (4.94%) SharePoint
3 4 (4.94%) IIS
4 3 (3.70%) SAS
4 3 (3.70%) WebLogic
5 2 (2.47%) Tomcat
6 1 (1.23%) WebSphere Application Server
6 1 (1.23%) GlassFish
6 1 (1.23%) WebSphere Transformation Extender
6 1 (1.23%) Oracle SOA Suite
6 1 (1.23%) Adobe CQ
6 1 (1.23%) BizTalk Server
Applications
1 3 (3.70%) MS Excel
2 2 (2.47%) MS Visio
3 1 (1.23%) Mathematica
3 1 (1.23%) MS Project
3 1 (1.23%) MS Office
Business Applications
1 3 (3.70%) Google Analytics
2 1 (1.23%) Temenos T24
2 1 (1.23%) Finacle
2 1 (1.23%) Agresso
2 1 (1.23%) FLEXCUBE
2 1 (1.23%) SAP Oil and Gas
Cloud Services
1 1 (1.23%) Microsoft Azure
Communications & Networking
1 3 (3.70%) DNS
2 2 (2.47%) CTI
3 1 (1.23%) HTTPS
3 1 (1.23%) SSL
Database & Business Intelligence
1 18 (22.22%) SQL Server
2 11 (13.58%) Relational Database
3 10 (12.35%) RDBMS
4 6 (7.41%) SQL Server Integration Services
5 4 (4.94%) Oracle Database
6 3 (3.70%) SQL Server 2008
6 3 (3.70%) PostgreSQL
6 3 (3.70%) SQL Server Reporting Services
6 3 (3.70%) Data Warehouse
6 3 (3.70%) Data Mining
7 2 (2.47%) MySQL
8 1 (1.23%) QlikView
8 1 (1.23%) Oracle Database 11g
8 1 (1.23%) Big Data
8 1 (1.23%) SQL Server 2012
8 1 (1.23%) SSDT
8 1 (1.23%) DB2
8 1 (1.23%) SQL Server 2005
8 1 (1.23%) Oracle Database 10g
Development Applications
1 5 (6.17%) JUnit
1 5 (6.17%) Visual Studio
1 5 (6.17%) Subversion
1 5 (6.17%) Selenium
2 4 (4.94%) Maven
2 4 (4.94%) Git (software)
2 4 (4.94%) Mockito
3 3 (3.70%) JIRA
3 3 (3.70%) NUnit
3 3 (3.70%) ClearCase
3 3 (3.70%) LoadRunner
4 2 (2.47%) PowerDesigner
4 2 (2.47%) ERwin
4 2 (2.47%) Eclipse
4 2 (2.47%) Ant
4 2 (2.47%) TeamCity
4 2 (2.47%) Jenkins
4 2 (2.47%) Team Foundation Server
5 1 (1.23%) MSTest
5 1 (1.23%) Moq
General
1 23 (28.40%) Finance
2 14 (17.28%) Banking
3 4 (4.94%) Investment Banking
4 2 (2.47%) Marketing
4 2 (2.47%) Retail
5 1 (1.23%) Automotive
5 1 (1.23%) Avionics
5 1 (1.23%) Retail Banking
5 1 (1.23%) Front Office
Job Titles
1 50 (61.73%) Analyst
2 42 (51.85%) Business Analyst
3 22 (27.16%) Developer
4 12 (14.81%) Agile Business Analyst
5 11 (13.58%) Java Developer
6 8 (9.88%) Senior Analyst
6 8 (9.88%) Technical Analyst
7 7 (8.64%) Senior Business Analyst
7 7 (8.64%) UML Business Analyst
8 5 (6.17%) Technical Business Analyst
8 5 (6.17%) .NET Developer
8 5 (6.17%) Software Engineer
9 4 (4.94%) Software Developer
9 4 (4.94%) Systems Analyst
9 4 (4.94%) Web Developer
9 4 (4.94%) Senior Developer
9 4 (4.94%) Java Web Developer
10 3 (3.70%) Senior Java Developer
10 3 (3.70%) Author
10 3 (3.70%) Technical Author
Libraries, Frameworks & Software Standards
1 19 (23.46%) HTML
2 18 (22.22%) XML
3 16 (19.75%) CSS
4 12 (14.81%) jQuery
4 12 (14.81%) Web Services
5 10 (12.35%) .NET
5 10 (12.35%) J2EE
6 9 (11.11%) JSP
6 9 (11.11%) Hibernate
6 9 (11.11%) Spring
7 8 (9.88%) Ajax
7 8 (9.88%) ASP.NET
8 7 (8.64%) Java EE
9 6 (7.41%) Dojo
9 6 (7.41%) .NET Framework
10 4 (4.94%) Java SE
10 4 (4.94%) WinForms
10 4 (4.94%) Spring MVC
10 4 (4.94%) JSON
10 4 (4.94%) EJB
Miscellaneous
1 20 (24.69%) Analytical Skills
2 7 (8.64%) User Experience
3 6 (7.41%) Computer Science
4 3 (3.70%) Client/Server
4 3 (3.70%) N-Tier
4 3 (3.70%) EPoS
5 2 (2.47%) Fixed Income
5 2 (2.47%) Derivative
6 1 (1.23%) Grid Computing
6 1 (1.23%) Reference Data
6 1 (1.23%) Replication
Operating Systems
1 8 (9.88%) Windows
2 6 (7.41%) Linux
3 5 (6.17%) UNIX
4 1 (1.23%) Android
4 1 (1.23%) Apple iOS
Processes & Methodologies
1 45 (55.56%) Agile Software Development
2 26 (32.10%) Data Modelling
3 22 (27.16%) Systems Analysis
4 20 (24.69%) Project Management
5 19 (23.46%) Business Analysis
6 17 (20.99%) Requirements Analysis
7 16 (19.75%) ERD
8 15 (18.52%) Scrum
9 14 (17.28%) Use Case
10 12 (14.81%) Stakeholder Management
10 12 (14.81%) OO
11 11 (13.58%) Software Engineering
12 10 (12.35%) BPR
12 10 (12.35%) User Stories
13 9 (11.11%) MVC
14 8 (9.88%) Waterfall
15 7 (8.64%) Continuous Integration
15 7 (8.64%) Business Intelligence
16 6 (7.41%) BDD
17 5 (6.17%) Analytics
Programming Languages
1 19 (23.46%) JavaScript
1 19 (23.46%) SQL
2 18 (22.22%) Java
3 12 (14.81%) C#
4 5 (6.17%) C++
4 5 (6.17%) T-SQL
4 5 (6.17%) PHP
5 4 (4.94%) VB.NET
5 4 (4.94%) Python
6 3 (3.70%) VBScript
7 2 (2.47%) VB
7 2 (2.47%) Perl
7 2 (2.47%) PL/SQL
8 1 (1.23%) ActionScript
8 1 (1.23%) Shell Script
8 1 (1.23%) Objective-C
8 1 (1.23%) Jython
8 1 (1.23%) Groovy
8 1 (1.23%) SPARQL
8 1 (1.23%) R
Qualifications
1 9 (11.11%) Degree
2 8 (9.88%) ISEB
3 2 (2.47%) Security Cleared
4 1 (1.23%) DV Cleared
Quality Assurance & Compliance
1 3 (3.70%) Basel II
1 3 (3.70%) Solvency II
System Software
1 3 (3.70%) Active Directory
Vendors
1 17 (20.99%) Oracle
2 14 (17.28%) Microsoft
3 3 (3.70%) HP
3 3 (3.70%) Business Objects
3 3 (3.70%) Google
3 3 (3.70%) IBM
4 2 (2.47%) Twitter
4 2 (2.47%) Sybase
4 2 (2.47%) Perforce
5 1 (1.23%) Ab Initio
5 1 (1.23%) Informatica
5 1 (1.23%) SAP
5 1 (1.23%) Cognos
5 1 (1.23%) Wall Street Systems
5 1 (1.23%) Pega