Period
to 13 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 13 December 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
Scotland > Edinburgh
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 141 135 85
Rank change year-on-year -6 -50 +22
Permanent jobs citing UML 6 12 55
As % of all permanent IT jobs advertised in Edinburgh 0.24% 0.45% 2.40%
As % of the Processes & Methodologies category 0.25% 0.49% 2.56%
Number of salaries quoted 1 15 25
Edinburgh median annual salary £47,500 £85,000 £50,000
Median salary % change year-on-year -44.12% +70.00% +5.26%
10th Percentile £43,750 £49,500 £36,200
90th Percentile £51,250 £90,000 £62,500
Scotland median annual salary £55,000 £75,000 £50,000
% change year-on-year -26.67% +50.00% +2.56%

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 Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2,380 2,462 2,150
As % of all permanent IT jobs advertised in Edinburgh 94.00% 92.59% 93.97%
Number of salaries quoted 1,448 1,523 1,427
Edinburgh median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +1.12%
10th Percentile £28,750 £27,100 £29,750
90th Percentile £73,750 £66,250 £70,000
Scotland median annual salary £45,000 £44,603 £44,500
% change year-on-year +0.89% +0.23% +4.71%

UML
Job Vacancy Trend in Edinburgh

Job postings citing UML as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for UML in Edinburgh

UML
Salary Trend in Edinburgh

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

Salary trend for UML in Edinburgh

For the 6 months to 13 December 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 Edinburgh region with a requirement for UML.

1 6 (100.00%) Use Case
2 4 (66.67%) Oracle
3 3 (50.00%) Java
3 3 (50.00%) Web Services
3 3 (50.00%) OOA/OOD
3 3 (50.00%) OO
3 3 (50.00%) CGI
3 3 (50.00%) Red Hat
3 3 (50.00%) Requirements Analysis
3 3 (50.00%) JSF
3 3 (50.00%) Data Modelling
3 3 (50.00%) SOA
3 3 (50.00%) Hibernate
3 3 (50.00%) BPMN
3 3 (50.00%) JPA
3 3 (50.00%) Apache OpenJPA
3 3 (50.00%) RichFaces
3 3 (50.00%) Apache CXF
3 3 (50.00%) Oracle SOA Suite
3 3 (50.00%) Mentoring
3 3 (50.00%) Physical Data Model
3 3 (50.00%) SOLID
3 3 (50.00%) Wireframes
3 3 (50.00%) Domain Models
3 3 (50.00%) Java 8
4 2 (33.33%) Line Management
4 2 (33.33%) SDLC
4 2 (33.33%) Coaching
4 2 (33.33%) Migration
4 2 (33.33%) Change Control

UML
Co-occurring IT Skills in Edinburgh 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 3 (50.00%) Oracle SOA Suite
2 1 (16.67%) SAS
Cloud Services
1 1 (16.67%) Amazon AWS
Database & Business Intelligence
1 1 (16.67%) Big Data
1 1 (16.67%) DB2
1 1 (16.67%) Hadoop
Development Applications
1 1 (16.67%) Visual Studio
General
1 2 (33.33%) Finance
2 1 (16.67%) Local Government
2 1 (16.67%) Manufacturing
2 1 (16.67%) Retail
Job Titles
1 2 (33.33%) Analyst
1 2 (33.33%) Architect
1 2 (33.33%) Business Analyst
1 2 (33.33%) Technical Architect
2 1 (16.67%) AWS Consultant
2 1 (16.67%) Big Data Consultant
2 1 (16.67%) Consultant
2 1 (16.67%) Data Consultant
2 1 (16.67%) Designer
2 1 (16.67%) Lead Architect
2 1 (16.67%) Lead Business Analyst
2 1 (16.67%) Technical Leader
Libraries, Frameworks & Software Standards
1 3 (50.00%) Apache CXF
1 3 (50.00%) Apache OpenJPA
1 3 (50.00%) CGI
1 3 (50.00%) Hibernate
1 3 (50.00%) JPA
1 3 (50.00%) JSF
1 3 (50.00%) RichFaces
1 3 (50.00%) Web Services
2 1 (16.67%) OAuth
2 1 (16.67%) OAuth2
2 1 (16.67%) OpenID
Processes & Methodologies
1 6 (100.00%) Use Case
2 3 (50.00%) BPMN
2 3 (50.00%) Data Modelling
2 3 (50.00%) Domain Models
2 3 (50.00%) Mentoring
2 3 (50.00%) OO
2 3 (50.00%) OOA/OOD
2 3 (50.00%) Physical Data Model
2 3 (50.00%) Requirements Analysis
2 3 (50.00%) SOA
2 3 (50.00%) SOLID
2 3 (50.00%) Wireframes
3 2 (33.33%) Business Analysis
3 2 (33.33%) Change Control
3 2 (33.33%) Coaching
3 2 (33.33%) Data Migration
3 2 (33.33%) Line Management
3 2 (33.33%) Migration
3 2 (33.33%) SDLC
3 2 (33.33%) Workflow
Programming Languages
1 3 (50.00%) Java
1 3 (50.00%) Java 8
2 1 (16.67%) Python
2 1 (16.67%) SQL
Qualifications
1 1 (16.67%) AWS Certification
Quality Assurance & Compliance
1 1 (16.67%) GDPR
Vendors
1 4 (66.67%) Oracle
2 3 (50.00%) Red Hat
3 1 (16.67%) Teradata