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 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
UK / Scotland
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 113 106 112
Rank change year-on-year -7 +6  
Permanent jobs citing UML 28 58 46
As % of all permanent IT jobs advertised in Scotland 1.20% 1.96% 1.49%
As % of the Processes & Methodologies category 1.31% 2.17% 1.67%
Number of salaries quoted 18 27 26
Median salary £50,000 £51,250 £45,500
Median salary % change year-on-year -2.43% +12.63%  
90% offered a salary of more than £39,200 £37,500 £34,250
10% offered a salary of more than £61,500 £67,250 £65,000
UK excluding London median salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88%  

UML is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2131 2678 2747
As % of all permanent IT job vacancies advertised in Scotland 91.22% 90.47% 89.13%
Number of salaries quoted 1325 1729 1674
Median salary £45,000 £46,000 £44,000
Median salary % change year-on-year -2.17% +4.54%  
90% offered a salary of more than £32,500 £32,000 £32,500
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

UML
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing UML as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 29 March 2017.

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 3 months to 29 March 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 -6 12 £60,000 +30.43% 2
Glasgow -7 11 £41,000 -21.90%
West Lothian - 3 £50,000 -
Aberdeen - 1 £42,500 -
Moray - 1 - -
UML
UK

For the 6 months to 29 March 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 51 (50.00%) Agile Software Development
2 49 (48.04%) Java
3 45 (44.12%) OO
4 37 (36.27%) SOA
5 36 (35.29%) Use Case
6 31 (30.39%) Domain Models
7 30 (29.41%) JPA
8 29 (28.43%) RichFaces
8 29 (28.43%) JSF
9 28 (27.45%) Data Modelling
10 27 (26.47%) Finance
11 26 (25.49%) Apache CXF
12 25 (24.51%) BPMN
13 24 (23.53%) Logical Data Model
14 22 (21.57%) Hibernate
15 21 (20.59%) Wireframes
16 20 (19.61%) Stakeholder Management
17 19 (18.63%) JBoss
17 19 (18.63%) Waterfall
18 18 (17.65%) Relational Database
19 17 (16.67%) Presales
19 17 (16.67%) OOA/OOD
20 16 (15.69%) Oracle
20 16 (15.69%) Oracle BPM
21 15 (14.71%) Open Source
21 15 (14.71%) Oracle SOA Suite
21 15 (14.71%) User Stories
21 15 (14.71%) Mentoring
21 15 (14.71%) SDLC
22 14 (13.73%) Apache OpenJPA

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 19 (18.63%) JBoss
2 15 (14.71%) Oracle SOA Suite
3 4 (3.92%) Confluence
4 3 (2.94%) Apache
5 1 (0.98%) Mule
5 1 (0.98%) Mule ESB
5 1 (0.98%) nginx
Applications
1 7 (6.86%) MS Excel
2 3 (2.94%) MS Visio
3 1 (0.98%) MS Office
Business Applications
1 16 (15.69%) Oracle BPM
2 10 (9.80%) Endur
2 10 (9.80%) OpenLink RightAngle
3 1 (0.98%) Dynamics NAV
Communications & Networking
1 1 (0.98%) Bluetooth
1 1 (0.98%) DECT
1 1 (0.98%) Wi-Fi
1 1 (0.98%) Wireless
1 1 (0.98%) ZigBee
Database & Business Intelligence
1 18 (17.65%) Relational Database
2 6 (5.88%) Data Lake
2 6 (5.88%) OLAP
2 6 (5.88%) OLTP
3 5 (4.90%) Data Warehouse
4 4 (3.92%) Star Schema
5 3 (2.94%) NoSQL
6 2 (1.96%) Apache Cassandra
7 1 (0.98%) MongoDB
7 1 (0.98%) MySQL
7 1 (0.98%) OrientDB
7 1 (0.98%) PostgreSQL
7 1 (0.98%) RDBMS
7 1 (0.98%) SQL Server Reporting Services
Development Applications
1 6 (5.88%) MagicDraw
2 5 (4.90%) ERwin
3 4 (3.92%) Git (software)
3 4 (3.92%) JIRA
4 3 (2.94%) Cucumber
4 3 (2.94%) FitNesse
4 3 (2.94%) Jenkins
4 3 (2.94%) Maven
4 3 (2.94%) TeamCity
General
1 27 (26.47%) Finance
2 5 (4.90%) Electronics
3 4 (3.92%) Back Office
3 4 (3.92%) Banking
3 4 (3.92%) General Ledger
4 2 (1.96%) Legal
5 1 (0.98%) Manufacturing
Job Titles
1 47 (46.08%) Architect
2 25 (24.51%) Solutions Architect
3 22 (21.57%) Technical Architect
4 14 (13.73%) Analyst
4 14 (13.73%) Business Analyst
5 12 (11.76%) Consultant
6 10 (9.80%) Endur Consultant
6 10 (9.80%) OpenLink Consultant
7 9 (8.82%) Developer
7 9 (8.82%) Technical Solutions Architect
8 7 (6.86%) Designer
8 7 (6.86%) Embedded Engineer
9 6 (5.88%) Software Engineer
10 5 (4.90%) Embedded Software Engineer
10 5 (4.90%) Information Architect
10 5 (4.90%) Technical Leader
11 4 (3.92%) Firmware Engineer
11 4 (3.92%) Java Architect
11 4 (3.92%) Lead Architect
11 4 (3.92%) Systems Designer
Libraries, Frameworks & Software Standards
1 30 (29.41%) JPA
2 29 (28.43%) JSF
2 29 (28.43%) RichFaces
3 26 (25.49%) Apache CXF
4 22 (21.57%) Hibernate
5 14 (13.73%) Apache OpenJPA
5 14 (13.73%) Web Services
6 10 (9.80%) Drools
7 6 (5.88%) XML
8 4 (3.92%) CGI
8 4 (3.92%) XML Schema
9 3 (2.94%) REST
9 3 (2.94%) Spring
10 1 (0.98%) AngularJS
10 1 (0.98%) Django
10 1 (0.98%) HTML5
10 1 (0.98%) Java EE
10 1 (0.98%) jQuery
10 1 (0.98%) LEMP Stack
10 1 (0.98%) Spring Integration
Miscellaneous
1 8 (7.84%) Analytical Skills
1 8 (7.84%) EPoS
2 4 (3.92%) Reference Data
2 4 (3.92%) Taxonomies
3 1 (0.98%) Computer Science
3 1 (0.98%) Enterprise Software
3 1 (0.98%) User Experience
Operating Systems
1 11 (10.78%) Linux
2 9 (8.82%) Windows
Processes & Methodologies
1 51 (50.00%) Agile Software Development
2 45 (44.12%) OO
3 37 (36.27%) SOA
4 36 (35.29%) Use Case
5 31 (30.39%) Domain Models
6 28 (27.45%) Data Modelling
7 25 (24.51%) BPMN
8 24 (23.53%) Logical Data Model
9 21 (20.59%) Wireframes
10 20 (19.61%) Stakeholder Management
11 19 (18.63%) Waterfall
12 17 (16.67%) OOA/OOD
12 17 (16.67%) Presales
13 15 (14.71%) Mentoring
13 15 (14.71%) Open Source
13 15 (14.71%) SDLC
13 15 (14.71%) User Stories
14 11 (10.78%) Data Analysis
15 10 (9.80%) Risk Management
15 10 (9.80%) Software Engineering
Programming Languages
1 49 (48.04%) Java
2 14 (13.73%) C#
3 12 (11.76%) C++
4 11 (10.78%) C
5 4 (3.92%) Delphi
5 4 (3.92%) Scala
5 4 (3.92%) SQL
6 3 (2.94%) Assembly Language
6 3 (2.94%) Go
6 3 (2.94%) PL/SQL
7 2 (1.96%) Python
8 1 (0.98%) Embedded C
8 1 (0.98%) Embedded C++
8 1 (0.98%) JavaScript
8 1 (0.98%) Smalltalk
8 1 (0.98%) TypeScript
Qualifications
1 9 (8.82%) Degree
2 1 (0.98%) DV Cleared
2 1 (0.98%) SC Cleared
2 1 (0.98%) Security Cleared
Quality Assurance & Compliance
1 5 (4.90%) Data Quality
1 5 (4.90%) ISO20022
System Software
1 5 (4.90%) Firmware
Vendors
1 16 (15.69%) Oracle
2 14 (13.73%) Red Hat
3 10 (9.80%) OpenLink
3 10 (9.80%) Triple Point
4 9 (8.82%) Microsoft
5 8 (7.84%) IBM
Edinburgh, Midlothian
Harvey Nash plc
Salary: £40000 - £48000 per annum + Competitive Benefits Package
Posted: Yesterday
Edinburgh, Midlothian
SSP Worldwide
Salary: Up to £50,000 per annum Plus Benefits
Posted: 20 days ago