Period
to 17 January 2019

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 17 January 2019 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
Central London > City of London
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 269 230 164
Rank change year-on-year -39 -66 +47
Permanent jobs citing UML 73 104 190
As % of all permanent IT jobs advertised in the City of London 0.71% 1.00% 1.77%
As % of the Processes & Methodologies category 0.78% 1.08% 1.95%
Number of salaries quoted 60 95 177
City of London median annual salary £76,250 £67,500 £55,000
Median salary % change year-on-year +12.96% +22.73% -8.33%
10th Percentile £40,750 £52,500 £47,500
90th Percentile £91,500 £92,500 £70,250
Central London median annual salary £77,500 £65,000 £55,000
% change year-on-year +19.23% +18.18% -8.33%

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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9,417 9,637 9,748
As % of all permanent IT jobs advertised in the City of London 91.94% 93.08% 90.85%
Number of salaries quoted 8,394 8,620 8,878
City of London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +4.35%
10th Percentile £37,250 £36,250 £35,000
90th Percentile £95,000 £95,000 £91,250
Central London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% -

UML
Job Vacancy Trend in the City of London

Job postings citing UML as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for UML in the City of London

UML
Salary Trend in the City of London

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

Salary trend for UML in the City of London

UML
Salary Histogram in the City of London

The salary distribution of IT jobs citing UML in the City of London over the 6 months to 17 January 2019.

Salary histogram for UML in the City of London

For the 6 months to 17 January 2019, 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 City of London region with a requirement for UML.

1 46 (63.01%) Agile Software Development
2 43 (58.90%) SQL
3 36 (49.32%) Microservices
4 35 (47.95%) C#
5 34 (46.58%) SQL Server
5 34 (46.58%) OO
5 34 (46.58%) SOLID
6 33 (45.21%) JavaScript
7 31 (42.47%) .NET
7 31 (42.47%) N-Tier
7 31 (42.47%) Test Automation
8 30 (41.10%) Continuous Integration
8 30 (41.10%) Microsoft Azure
8 30 (41.10%) ASP.NET Web API
8 30 (41.10%) MVC
8 30 (41.10%) Deployment Automation
9 29 (39.73%) Web Services
9 29 (39.73%) CSS
9 29 (39.73%) React
9 29 (39.73%) jQuery
10 28 (38.36%) Waterfall
10 28 (38.36%) Entity Framework
10 28 (38.36%) SharePoint
10 28 (38.36%) T-SQL
10 28 (38.36%) SOA
10 28 (38.36%) Finance
11 27 (36.99%) Technical Architecture
11 27 (36.99%) Amazon AWS
11 27 (36.99%) Team Foundation Server
11 27 (36.99%) Visual Studio Team System

UML
Co-occurring IT Skills in the City of London 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 28 (38.36%) SharePoint
2 1 (1.37%) Apache Spark
2 1 (1.37%) Elasticsearch
2 1 (1.37%) IIS
2 1 (1.37%) NServiceBus
Applications
1 3 (4.11%) Microsoft Excel
2 2 (2.74%) Microsoft Office
2 2 (2.74%) Microsoft PowerPoint
2 2 (2.74%) MS Visio
Business Applications
1 22 (30.14%) Dynamics CRM
Cloud Services
1 30 (41.10%) Microsoft Azure
2 27 (36.99%) Amazon AWS
3 5 (6.85%) SaaS
4 1 (1.37%) Amazon EMR
4 1 (1.37%) npm
Database & Business Intelligence
1 34 (46.58%) SQL Server
2 9 (12.33%) Relational Database
3 7 (9.59%) NoSQL
4 4 (5.48%) MongoDB
4 4 (5.48%) Redis
5 2 (2.74%) Big Data
5 2 (2.74%) MySQL
5 2 (2.74%) Oracle Reports
6 1 (1.37%) Apache Cassandra
6 1 (1.37%) Apache Hive
6 1 (1.37%) Data Warehouse
6 1 (1.37%) Electronic Patient Records
6 1 (1.37%) Hadoop
6 1 (1.37%) Spark SQL
6 1 (1.37%) SQL Server 2005
6 1 (1.37%) SQL Server 2008
6 1 (1.37%) SQL Server 2012
6 1 (1.37%) SQL Server Reporting Services
6 1 (1.37%) Text Mining
6 1 (1.37%) Triplestore
Development Applications
1 27 (36.99%) Team Foundation Server
1 27 (36.99%) Visual Studio Team System
2 4 (5.48%) JUnit
3 2 (2.74%) Moq
4 1 (1.37%) gulp
4 1 (1.37%) jspm
4 1 (1.37%) MSTest
4 1 (1.37%) NUnit
4 1 (1.37%) SQL Server Management Studio (SSMS)
General
1 28 (38.36%) Finance
2 10 (13.70%) Advertising
3 5 (6.85%) Front Office
4 4 (5.48%) Banking
5 1 (1.37%) Back Office
5 1 (1.37%) Investment Banking
5 1 (1.37%) Law
5 1 (1.37%) Legal
5 1 (1.37%) Marketing
5 1 (1.37%) Pharmaceutical
Job Titles
1 38 (52.05%) Architect
2 26 (35.62%) Solutions Architect
3 21 (28.77%) Analyst
4 17 (23.29%) Developer
5 14 (19.18%) Business Analyst
6 10 (13.70%) Senior Developer
7 9 (12.33%) Technical Architect
8 7 (9.59%) Technical Analyst
9 6 (8.22%) C# Developer
10 5 (6.85%) Java Developer
10 5 (6.85%) Senior Architect
11 4 (5.48%) .NET Developer
11 4 (5.48%) Senior C# Developer
11 4 (5.48%) Senior Technical Architect
12 3 (4.11%) C# .NET Developer
12 3 (4.11%) Insurance Business Analyst
12 3 (4.11%) Java Architect
12 3 (4.11%) Java Software Architect
12 3 (4.11%) Senior Software Developer
12 3 (4.11%) Technical Developer
Libraries, Frameworks & Software Standards
1 31 (42.47%) .NET
2 30 (41.10%) ASP.NET Web API
3 29 (39.73%) CSS
3 29 (39.73%) jQuery
3 29 (39.73%) React
3 29 (39.73%) Web Services
4 28 (38.36%) Entity Framework
5 27 (36.99%) Twitter Bootstrap
6 25 (34.25%) .NET Core
7 18 (24.66%) .NET Framework
8 6 (8.22%) AngularJS
8 6 (8.22%) XML
9 4 (5.48%) ASP.NET
9 4 (5.48%) XSD
10 3 (4.11%) Akka
10 3 (4.11%) ASP.NET MVC
10 3 (4.11%) JSON
10 3 (4.11%) REST
10 3 (4.11%) RxJava
10 3 (4.11%) Vue.js
Miscellaneous
1 31 (42.47%) N-Tier
2 18 (24.66%) Analytical Skills
3 6 (8.22%) Enterprise Software
4 5 (6.85%) PMI
4 5 (6.85%) Reinsurance
5 3 (4.11%) Clustering
5 3 (4.11%) Management Information System
6 2 (2.74%) Data Structures
6 2 (2.74%) Fintech
6 2 (2.74%) Reference Data
6 2 (2.74%) Taxonomies
6 2 (2.74%) User Experience
7 1 (1.37%) Equities
7 1 (1.37%) Life Science
Operating Systems
1 1 (1.37%) Windows
Processes & Methodologies
1 46 (63.01%) Agile Software Development
2 36 (49.32%) Microservices
3 34 (46.58%) OO
3 34 (46.58%) SOLID
4 31 (42.47%) Test Automation
5 30 (41.10%) Continuous Integration
5 30 (41.10%) Deployment Automation
5 30 (41.10%) MVC
6 28 (38.36%) SOA
6 28 (38.36%) Waterfall
7 27 (36.99%) Don't repeat yourself (DRY)
7 27 (36.99%) Technical Architecture
8 26 (35.62%) TOGAF
9 25 (34.25%) MODAF
9 25 (34.25%) Zachman Framework
10 23 (31.51%) CRM
11 20 (27.40%) Enterprise Architecture
12 14 (19.18%) Computer Science
12 14 (19.18%) Mentoring
13 12 (16.44%) Business Analysis
Programming Languages
1 43 (58.90%) SQL
2 35 (47.95%) C#
3 33 (45.21%) JavaScript
4 28 (38.36%) T-SQL
5 11 (15.07%) Java
6 3 (4.11%) C
6 3 (4.11%) PL/SQL
7 1 (1.37%) C++
7 1 (1.37%) Python
7 1 (1.37%) TypeScript
7 1 (1.37%) VBA
Qualifications
1 20 (27.40%) Degree
2 8 (10.96%) Computer Science Degree
3 5 (6.85%) PMI Certification
4 4 (5.48%) DV Cleared
4 4 (5.48%) SC Cleared
4 4 (5.48%) Security Cleared
5 3 (4.11%) PMP
5 3 (4.11%) PRINCE2 Certification
6 2 (2.74%) CBAP
6 2 (2.74%) ITIL Certification
7 1 (1.37%) CISSP
7 1 (1.37%) ISEB
Quality Assurance & Compliance
1 3 (4.11%) Data Quality
2 2 (2.74%) QA
System Software
1 3 (4.11%) Docker
Vendors
1 22 (30.14%) Nintex
2 6 (8.22%) Microsoft
3 4 (5.48%) Oracle
4 2 (2.74%) Google
4 2 (2.74%) Salesforce.com
5 1 (1.37%) Tableau