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 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Unified Modeling Language (UML)
UK / Scotland
Rank 106 114 118
Rank change year-on-year
+8 +4
Permanent jobs citing UML 29 46 40
As % of all permanent IT jobs located in Scotland 1.28% 1.56% 1.25%
As % of the Processes & Methodologies category 1.41% 1.72% 1.41%
Number of salaries quoted 18 13 21
Median salary £50,000 £50,000 £40,000
Median salary % change year-on-year
- +25.00%
90% offered a salary of more than £40,250 £48,750 £33,500
10% offered a salary of more than £60,750 £68,750 £65,000
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
2050 2675 2836
As % of all permanent IT jobs located in Scotland 90.27% 90.68% 88.74%
Number of salaries quoted 1334 1695 1776
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year
- +2.27%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £67,500 £60,000 £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 24 February 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 24 February 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 +8 20 £58,750 +17.50% 5
Glasgow -10 5 £32,500 -35.00% 2
West Lothian - 3 £50,000 -
Moray - 1 - -
UML
UK

UML
Top 30 Related IT Skills in Scotland

For the 6 months to 24 February 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 58 (52.73%) Agile Software Development
2 43 (39.09%) Java
3 42 (38.18%) OO
4 34 (30.91%) SOA
5 33 (30.00%) Use Case
6 29 (26.36%) Data Modelling
7 28 (25.45%) Finance
8 25 (22.73%) Logical Data Model
9 24 (21.82%) JPA
10 23 (20.91%) RichFaces
10 23 (20.91%) Waterfall
10 23 (20.91%) JSF
11 22 (20.00%) Apache CXF
11 22 (20.00%) BPMN
12 19 (17.27%) SDLC
12 19 (17.27%) Oracle
12 19 (17.27%) Degree
13 18 (16.36%) User Stories
14 17 (15.45%) Stakeholder Management
15 16 (14.55%) Hibernate
15 16 (14.55%) JBoss
15 16 (14.55%) OOA/OOD
16 15 (13.64%) Wireframes
16 15 (13.64%) Open Source
17 14 (12.73%) Presales
17 14 (12.73%) OOD
17 14 (12.73%) C#
18 13 (11.82%) Web Services
18 13 (11.82%) Windows
18 13 (11.82%) Scrum

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 16 (14.55%) JBoss
2 12 (10.91%) Oracle SOA Suite
3 4 (3.64%) GemFire
4 2 (1.82%) Confluence
5 1 (0.91%) Apache
5 1 (0.91%) nginx
Applications
1 7 (6.36%) MS Excel
2 3 (2.73%) MS Visio
3 1 (0.91%) MS Office
Business Applications
1 13 (11.82%) Oracle BPM
2 11 (10.00%) Endur
2 11 (10.00%) OpenLink RightAngle
3 1 (0.91%) Sonata
Cloud Services
1 3 (2.73%) Amazon AWS
1 3 (2.73%) Amazon EC2
1 3 (2.73%) Amazon ELB
1 3 (2.73%) Amazon S3
Communications & Networking
1 1 (0.91%) Bluetooth
1 1 (0.91%) DECT
1 1 (0.91%) Wi-Fi
1 1 (0.91%) Wireless
1 1 (0.91%) ZigBee
Database & Business Intelligence
1 13 (11.82%) Relational Database
2 6 (5.45%) Data Lake
2 6 (5.45%) OLAP
2 6 (5.45%) OLTP
3 5 (4.55%) Apache Cassandra
3 5 (4.55%) Data Warehouse
3 5 (4.55%) NoSQL
4 4 (3.64%) Hadoop
4 4 (3.64%) Star Schema
5 3 (2.73%) Amazon RDS
6 1 (0.91%) MySQL
6 1 (0.91%) PostgreSQL
Development Applications
1 6 (5.45%) MagicDraw
2 5 (4.55%) ERwin
3 2 (1.82%) Git (software)
3 2 (1.82%) JIRA
4 1 (0.91%) Cucumber
4 1 (0.91%) FitNesse
4 1 (0.91%) Jenkins
4 1 (0.91%) Maven
4 1 (0.91%) TeamCity
General
1 28 (25.45%) Finance
2 5 (4.55%) Electronics
3 4 (3.64%) Back Office
3 4 (3.64%) Banking
3 4 (3.64%) General Ledger
4 2 (1.82%) Legal
Job Titles
1 45 (40.91%) Architect
2 22 (20.00%) Solutions Architect
3 19 (17.27%) Technical Architect
4 14 (12.73%) Analyst
4 14 (12.73%) Business Analyst
4 14 (12.73%) Consultant
5 11 (10.00%) Endur Consultant
5 11 (10.00%) OpenLink Consultant
6 10 (9.09%) Designer
7 9 (8.18%) Developer
7 9 (8.18%) Embedded Engineer
7 9 (8.18%) Information Architect
7 9 (8.18%) Technical Solutions Architect
8 8 (7.27%) Software Engineer
9 7 (6.36%) Embedded Software Engineer
10 5 (4.55%) Applications Developer
10 5 (4.55%) Data Architect
10 5 (4.55%) Data Modeller
11 4 (3.64%) C# Developer
11 4 (3.64%) Systems Designer
Libraries, Frameworks & Software Standards
1 24 (21.82%) JPA
2 23 (20.91%) JSF
2 23 (20.91%) RichFaces
3 22 (20.00%) Apache CXF
4 16 (14.55%) Hibernate
5 13 (11.82%) Web Services
6 11 (10.00%) Apache OpenJPA
7 9 (8.18%) Drools
8 7 (6.36%) XML
9 4 (3.64%) Ehcache
9 4 (3.64%) XML Schema
10 3 (2.73%) HTML
11 2 (1.82%) JSP
11 2 (1.82%) REST
11 2 (1.82%) SAML
11 2 (1.82%) XSLT
12 1 (0.91%) Django
12 1 (0.91%) HTML5
12 1 (0.91%) jQuery
12 1 (0.91%) LEMP Stack
Miscellaneous
1 8 (7.27%) EPoS
1 8 (7.27%) Taxonomies
2 7 (6.36%) Analytical Skills
3 4 (3.64%) N-Tier
3 4 (3.64%) Reference Data
4 2 (1.82%) Enterprise Software
5 1 (0.91%) User Experience
Operating Systems
1 13 (11.82%) Windows
2 11 (10.00%) Linux
3 4 (3.64%) Unix
Processes & Methodologies
1 58 (52.73%) Agile Software Development
2 42 (38.18%) OO
3 34 (30.91%) SOA
4 33 (30.00%) Use Case
5 29 (26.36%) Data Modelling
6 25 (22.73%) Logical Data Model
7 23 (20.91%) Waterfall
8 22 (20.00%) BPMN
9 19 (17.27%) SDLC
10 18 (16.36%) User Stories
11 17 (15.45%) Stakeholder Management
12 16 (14.55%) OOA/OOD
13 15 (13.64%) Open Source
13 15 (13.64%) Wireframes
14 14 (12.73%) OOD
14 14 (12.73%) Presales
15 13 (11.82%) Scrum
16 12 (10.91%) Data Analysis
16 12 (10.91%) Mentoring
17 11 (10.00%) ETRM
Programming Languages
1 43 (39.09%) Java
2 14 (12.73%) C#
3 12 (10.91%) C
3 12 (10.91%) C++
4 10 (9.09%) SQL
5 4 (3.64%) Delphi
6 3 (2.73%) Assembly Language
6 3 (2.73%) PL/SQL
7 2 (1.82%) Ada
7 2 (1.82%) Python
7 2 (1.82%) Scala
8 1 (0.91%) Embedded C
8 1 (0.91%) Embedded C++
8 1 (0.91%) Go
8 1 (0.91%) JavaScript
8 1 (0.91%) TypeScript
Qualifications
1 19 (17.27%) Degree
2 3 (2.73%) SC Cleared
2 3 (2.73%) Security Cleared
3 1 (0.91%) DV Cleared
Quality Assurance & Compliance
1 5 (4.55%) Data Quality
1 5 (4.55%) ISO20022
System Software
1 5 (4.55%) Firmware
Vendors
1 19 (17.27%) Oracle
2 11 (10.00%) OpenLink
2 11 (10.00%) Red Hat
2 11 (10.00%) Triple Point
3 8 (7.27%) Microsoft
4 6 (5.45%) IBM
5 4 (3.64%) Sybase
5 4 (3.64%) Terracotta
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