The table below looks at the statistics for UML skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited UML over the 3 months to 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Unified Modeling Language (UML)
UK / Scotland
Rank 71 115 126
Rank change year-on-year
+44 +11
Permanent jobs citing UML 63 34 34
As % of all permanent IT jobs located in Scotland 2.81% 1.18% 1.16%
As % of the Processes & Methodologies category 3.14% 1.30% 1.31%
Number of salaries quoted 33 8 26
Median salary £57,500 £50,000 £42,500
Median salary % change year-on-year
+15.00% +17.64%
90% offered a salary of more than £42,500 £50,000 £33,300
10% offered a salary of more than £60,000 £72,750 £50,500
UK excluding London median salary £50,000 £45,000 £42,500
% change year-on-year
+11.11% +5.88%

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
2006 2618 2600
As % of all permanent IT jobs located in Scotland 89.35% 90.56% 88.56%
Number of salaries quoted 1262 1686 1719
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £60,500 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

UML
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing UML as a proportion of all IT jobs with a match in 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 17 January 2017.

UML Salary Histogram 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 3 months to 17 January 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +36 44 £60,000 +20.00% 5
Glasgow +2 13 £57,500 +15.00%
West Lothian - 6 £46,250 -
UML
UK

UML
Top 30 Related IT Skills in Scotland

For the 6 months to 17 January 2017, IT jobs citing UML also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for UML.

1 68 (55.28%) Agile Software Development
2 47 (38.21%) Java
3 43 (34.96%) OO
4 36 (29.27%) Use Case
5 35 (28.46%) SOA
6 32 (26.02%) Finance
7 31 (25.20%) Data Modelling
8 27 (21.95%) SDLC
9 26 (21.14%) Waterfall
10 25 (20.33%) Logical Data Model
11 24 (19.51%) BPMN
11 24 (19.51%) JPA
11 24 (19.51%) Degree
12 23 (18.70%) Oracle
13 22 (17.89%) JSF
13 22 (17.89%) RichFaces
14 21 (17.07%) Apache CXF
14 21 (17.07%) User Stories
15 20 (16.26%) Scrum
16 18 (14.63%) C#
17 17 (13.82%) SQL
17 17 (13.82%) JBoss
17 17 (13.82%) Stakeholder Management
17 17 (13.82%) Hibernate
18 16 (13.01%) Software Engineering
18 16 (13.01%) TDD
18 16 (13.01%) OOA/OOD
19 15 (12.20%) C++
19 15 (12.20%) Oracle SOA Suite
20 14 (11.38%) Open Source

UML
Top Related 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 17 (13.82%) JBoss
2 15 (12.20%) Oracle SOA Suite
3 4 (3.25%) Confluence
3 4 (3.25%) GemFire
4 2 (1.63%) BizTalk Server
4 2 (1.63%) IIS
4 2 (1.63%) Tomcat
5 1 (0.81%) Apache
5 1 (0.81%) WebLogic
5 1 (0.81%) WebSphere
Applications
1 8 (6.50%) MS Excel
2 3 (2.44%) MS Visio
3 1 (0.81%) MS Office
Business Applications
1 13 (10.57%) Endur
1 13 (10.57%) OpenLink RightAngle
1 13 (10.57%) Oracle BPM
2 1 (0.81%) Sonata
Cloud Services
1 3 (2.44%) Amazon AWS
1 3 (2.44%) Amazon EC2
1 3 (2.44%) Amazon ELB
1 3 (2.44%) Amazon S3
Communications & Networking
1 2 (1.63%) Bluetooth
1 2 (1.63%) DECT
1 2 (1.63%) Wireless
2 1 (0.81%) CTI
2 1 (0.81%) UWB
2 1 (0.81%) Wi-Fi
2 1 (0.81%) ZigBee
Database & Business Intelligence
1 14 (11.38%) Relational Database
2 7 (5.69%) NoSQL
3 6 (4.88%) Data Lake
3 6 (4.88%) OLAP
3 6 (4.88%) OLTP
4 5 (4.07%) Apache Cassandra
4 5 (4.07%) Data Warehouse
5 4 (3.25%) Hadoop
5 4 (3.25%) Star Schema
6 3 (2.44%) Amazon RDS
6 3 (2.44%) SQL Server
7 2 (1.63%) MarkLogic
7 2 (1.63%) MongoDB
7 2 (1.63%) OrientDB
7 2 (1.63%) SQL Server Integration Services
8 1 (0.81%) Oracle Database
8 1 (0.81%) Oracle Database 10g
8 1 (0.81%) Oracle Database 11g
8 1 (0.81%) RDBMS
Development Applications
1 8 (6.50%) Cucumber
2 6 (4.88%) FitNesse
2 6 (4.88%) MagicDraw
3 5 (4.07%) ERwin
4 4 (3.25%) JIRA
5 3 (2.44%) Git (software)
5 3 (2.44%) JBehave
5 3 (2.44%) Jenkins
5 3 (2.44%) Maven
5 3 (2.44%) MSTest
5 3 (2.44%) RSpec
5 3 (2.44%) Selenium
5 3 (2.44%) TeamCity
6 1 (0.81%) Rational DOORS
6 1 (0.81%) Rational Rhapsody
General
1 32 (26.02%) Finance
2 6 (4.88%) Electronics
3 4 (3.25%) Back Office
3 4 (3.25%) Banking
3 4 (3.25%) General Ledger
4 2 (1.63%) Legal
5 1 (0.81%) Avionics
Job Titles
1 46 (37.40%) Architect
2 22 (17.89%) Solutions Architect
3 18 (14.63%) Technical Architect
4 16 (13.01%) Consultant
5 14 (11.38%) Analyst
5 14 (11.38%) Business Analyst
6 13 (10.57%) Endur Consultant
6 13 (10.57%) OpenLink Consultant
7 12 (9.76%) Developer
8 11 (8.94%) Designer
8 11 (8.94%) Embedded Engineer
9 10 (8.13%) Software Engineer
10 9 (7.32%) Embedded Software Engineer
10 9 (7.32%) Information Architect
10 9 (7.32%) Technical Solutions Architect
11 7 (5.69%) Applications Developer
12 6 (4.88%) Product Owner
13 5 (4.07%) Data Architect
13 5 (4.07%) Data Modeller
14 4 (3.25%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 24 (19.51%) JPA
2 22 (17.89%) JSF
2 22 (17.89%) RichFaces
3 21 (17.07%) Apache CXF
4 17 (13.82%) Hibernate
5 12 (9.76%) Web Services
6 10 (8.13%) Apache OpenJPA
7 9 (7.32%) Drools
8 7 (5.69%) XML
9 4 (3.25%) .NET
9 4 (3.25%) Ehcache
9 4 (3.25%) HTML
9 4 (3.25%) JSP
9 4 (3.25%) XML Schema
10 3 (2.44%) Java EE
10 3 (2.44%) REST
11 2 (1.63%) ASP.NET
11 2 (1.63%) Gherkin
11 2 (1.63%) jQuery
11 2 (1.63%) SAML
Miscellaneous
1 10 (8.13%) Analytical Skills
2 8 (6.50%) EPoS
2 8 (6.50%) Taxonomies
3 7 (5.69%) Data Integration
4 4 (3.25%) Computer Science
4 4 (3.25%) Mathematics
4 4 (3.25%) N-Tier
4 4 (3.25%) Ontologies
4 4 (3.25%) Reference Data
5 3 (2.44%) Management Information System
5 3 (2.44%) Wiki
6 2 (1.63%) Enterprise Software
7 1 (0.81%) Device Driver
7 1 (0.81%) Embedded Systems
7 1 (0.81%) User Experience
Operating Systems
1 14 (11.38%) Windows
2 13 (10.57%) Linux
3 5 (4.07%) Unix
4 1 (0.81%) VxWorks
Processes & Methodologies
1 68 (55.28%) Agile Software Development
2 43 (34.96%) OO
3 36 (29.27%) Use Case
4 35 (28.46%) SOA
5 31 (25.20%) Data Modelling
6 27 (21.95%) SDLC
7 26 (21.14%) Waterfall
8 25 (20.33%) Logical Data Model
9 24 (19.51%) BPMN
10 21 (17.07%) User Stories
11 20 (16.26%) Scrum
12 17 (13.82%) Stakeholder Management
13 16 (13.01%) OOA/OOD
13 16 (13.01%) Software Engineering
13 16 (13.01%) TDD
14 14 (11.38%) Data Analysis
14 14 (11.38%) Open Source
14 14 (11.38%) Presales
14 14 (11.38%) Wireframes
15 13 (10.57%) ETRM
Programming Languages
1 47 (38.21%) Java
2 18 (14.63%) C#
3 17 (13.82%) SQL
4 15 (12.20%) C++
5 13 (10.57%) C
6 5 (4.07%) JavaScript
6 5 (4.07%) PL/SQL
7 4 (3.25%) Assembly Language
8 3 (2.44%) Delphi
8 3 (2.44%) Scala
9 2 (1.63%) Ada
9 2 (1.63%) Embedded C
9 2 (1.63%) PowerShell
10 1 (0.81%) Embedded C++
10 1 (0.81%) Go
10 1 (0.81%) MATLAB
10 1 (0.81%) Python
Qualifications
1 24 (19.51%) Degree
2 3 (2.44%) SC Cleared
2 3 (2.44%) Security Cleared
Quality Assurance & Compliance
1 5 (4.07%) Data Quality
1 5 (4.07%) ISO20022
2 3 (2.44%) QA
System Software
1 5 (4.07%) Firmware
Vendors
1 23 (18.70%) Oracle
2 13 (10.57%) OpenLink
2 13 (10.57%) Triple Point
3 11 (8.94%) Microsoft
4 10 (8.13%) Red Hat
5 8 (6.50%) IBM
6 4 (3.25%) Sybase
6 4 (3.25%) Terracotta
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