Period
to 16 January 2018

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 16 January 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
Central London > City of London
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 226 165 209
Rank change year-on-year -61 +44 -29
Permanent jobs citing UML 106 189 194
As % of all permanent IT jobs advertised in the City of London 1.02% 1.77% 1.36%
As % of the Processes & Methodologies category 1.13% 1.99% 1.52%
Number of salaries quoted 97 176 177
City of London median annual salary £67,500 £55,000 £60,000
Median salary % change year-on-year +22.73% -8.33% -11.11%
10th Percentile £50,750 £47,500 £43,750
90th Percentile £92,500 £70,625 £73,000
Central London median annual salary £65,000 £55,000 £60,000
% change year-on-year +18.18% -8.33% -11.11%

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 9,398 9,510 12,788
As % of all permanent IT jobs advertised in the City of London 90.75% 89.25% 89.58%
Number of salaries quoted 8,392 8,656 11,244
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £36,000 £35,000
90th Percentile £95,000 £92,500 £90,000
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

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 16 January 2018.

Salary histogram for UML in the City of London

For the 6 months to 16 January 2018, 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 City of London region with a requirement for UML.

1 60 (56.60%) Finance
1 60 (56.60%) Agile Software Development
2 48 (45.28%) SDLC
3 47 (44.34%) OO
4 41 (38.68%) Analytical Skills
5 40 (37.74%) .NET
6 39 (36.79%) SQL Server
7 36 (33.96%) Java
7 36 (33.96%) C#
8 34 (32.08%) Microsoft
9 33 (31.13%) JavaScript
10 32 (30.19%) Web Services
11 31 (29.25%) OOD
12 30 (28.30%) Web Development
13 29 (27.36%) .NET Framework
13 29 (27.36%) CMS
14 28 (26.42%) SQL Server Integration Services
14 28 (26.42%) Content Management
15 27 (25.47%) Visual Studio
15 27 (25.47%) ASP.NET
16 26 (24.53%) MVC
16 26 (24.53%) QA
16 26 (24.53%) EPiServer
16 26 (24.53%) ASP.NET MVC
16 26 (24.53%) ASP.NET MVC 3
16 26 (24.53%) ASP.NET Web Forms
17 25 (23.58%) SQL Server 2014
17 25 (23.58%) Entity Framework
17 25 (23.58%) Change Management
17 25 (23.58%) Internet

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 29 (27.36%) CMS
2 26 (24.53%) EPiServer
3 5 (4.72%) JBoss
3 5 (4.72%) Tomcat
3 5 (4.72%) WebLogic
3 5 (4.72%) WebSphere
4 4 (3.77%) Apache Solr
5 3 (2.83%) Apache Spark
5 3 (2.83%) Elasticsearch
5 3 (2.83%) Jetty
5 3 (2.83%) OpenStack
5 3 (2.83%) SharePoint
5 3 (2.83%) WebSphere Application Server
6 2 (1.89%) Apache Geronimo
6 2 (1.89%) WildFly
7 1 (0.94%) Apache
7 1 (0.94%) Confluence
7 1 (0.94%) SAS
7 1 (0.94%) Umbraco
Applications
1 6 (5.66%) MS Visio
2 3 (2.83%) Microsoft Excel
3 2 (1.89%) Microsoft Office
3 2 (1.89%) Microsoft PowerPoint
Business Applications
1 4 (3.77%) Sonata
2 1 (0.94%) Oracle BPM
2 1 (0.94%) Workday HCM
Cloud Services
1 8 (7.55%) Microsoft Azure
2 5 (4.72%) Amazon AWS
3 1 (0.94%) Boomi
3 1 (0.94%) Force.com
3 1 (0.94%) IaaS
3 1 (0.94%) iPaaS
3 1 (0.94%) SaaS
3 1 (0.94%) SuccessFactors
Communications & Networking
1 25 (23.58%) Internet
2 24 (22.64%) Intranet
3 1 (0.94%) Firewall
3 1 (0.94%) SMS
Database & Business Intelligence
1 39 (36.79%) SQL Server
2 28 (26.42%) SQL Server Integration Services
3 25 (23.58%) SQL Server 2014
4 10 (9.43%) Big Data
4 10 (9.43%) MongoDB
5 5 (4.72%) Relational Database
6 4 (3.77%) Hadoop
7 3 (2.83%) Apache Cassandra
7 3 (2.83%) Couchbase
7 3 (2.83%) Data Warehouse
7 3 (2.83%) MySQL
7 3 (2.83%) NoSQL
7 3 (2.83%) PostgreSQL
7 3 (2.83%) Redis
7 3 (2.83%) Riak
7 3 (2.83%) SQL Server Analysis Services
8 2 (1.89%) InterSystems Cache
8 2 (1.89%) Oracle Database
8 2 (1.89%) SQL Server Reporting Services
9 1 (0.94%) Blockchain
Development Applications
1 27 (25.47%) Visual Studio
2 5 (4.72%) JIRA
3 2 (1.89%) Team Foundation Server
4 1 (0.94%) ERwin
4 1 (0.94%) Selenium
4 1 (0.94%) Toad
General
1 60 (56.60%) Finance
2 13 (12.26%) Advertising
3 5 (4.72%) Financial Institution
3 5 (4.72%) Front Office
4 4 (3.77%) Banking
5 3 (2.83%) Retail
6 2 (1.89%) Back Office
6 2 (1.89%) Investment Banking
7 1 (0.94%) General Ledger
7 1 (0.94%) Law
7 1 (0.94%) Legal
7 1 (0.94%) Marketing
Job Titles
1 41 (38.68%) Architect
2 29 (27.36%) Developer
3 26 (24.53%) Solutions Architect
4 25 (23.58%) Analyst
4 25 (23.58%) Business Analyst
5 24 (22.64%) Senior Developer
6 21 (19.81%) C# Developer
6 21 (19.81%) Senior C# Developer
7 20 (18.87%) .NET Developer
7 20 (18.87%) C# .NET Developer
7 20 (18.87%) Senior .NET Developer
7 20 (18.87%) Senior C# .NET Developer
8 15 (14.15%) Java Architect
9 12 (11.32%) EPiServer Developer
10 8 (7.55%) Java Solutions Architect
11 7 (6.60%) J2EE Architect
11 7 (6.60%) Java/J2EE Architect
12 5 (4.72%) Consultant
12 5 (4.72%) Java Developer
13 4 (3.77%) Integration Architect
Libraries, Frameworks & Software Standards
1 40 (37.74%) .NET
2 32 (30.19%) Web Services
3 29 (27.36%) .NET Framework
4 27 (25.47%) ASP.NET
5 26 (24.53%) ASP.NET MVC
5 26 (24.53%) ASP.NET MVC 3
5 26 (24.53%) ASP.NET Web Forms
6 25 (23.58%) Entity Framework
7 11 (10.38%) J2EE
8 10 (9.43%) AngularJS
8 10 (9.43%) Hibernate
8 10 (9.43%) Spring
9 9 (8.49%) J2SE
10 7 (6.60%) Node.js
10 7 (6.60%) XML
11 4 (3.77%) HTML
11 4 (3.77%) Lucene
11 4 (3.77%) REST
11 4 (3.77%) XSLT
12 3 (2.83%) Java EE
Miscellaneous
1 41 (38.68%) Analytical Skills
2 20 (18.87%) Enterprise Software
3 7 (6.60%) Clustering
4 4 (3.77%) User Experience
5 2 (1.89%) Equities
5 2 (1.89%) Fintech
5 2 (1.89%) Mobile App
6 1 (0.94%) Computer Science
6 1 (0.94%) Contactless
6 1 (0.94%) Data Structures
6 1 (0.94%) Digital Wallet
6 1 (0.94%) Internet of Things
6 1 (0.94%) Market Risk
6 1 (0.94%) Private Cloud
6 1 (0.94%) Taxonomies
Operating Systems
1 3 (2.83%) Unix
1 3 (2.83%) Windows
2 2 (1.89%) Linux
Processes & Methodologies
1 60 (56.60%) Agile Software Development
2 48 (45.28%) SDLC
3 47 (44.34%) OO
4 31 (29.25%) OOD
5 30 (28.30%) Web Development
6 28 (26.42%) Content Management
7 26 (24.53%) MVC
8 25 (23.58%) Change Management
8 25 (23.58%) ITIL
9 24 (22.64%) Web Accessibility
10 23 (21.70%) Release Management
11 22 (20.75%) Continuous Improvement
11 22 (20.75%) Test Automation
12 18 (16.98%) Business Analysis
13 16 (15.09%) SOA
14 15 (14.15%) Stakeholder Management
15 13 (12.26%) Microservices
15 13 (12.26%) Scrum
16 12 (11.32%) TOGAF
17 11 (10.38%) BPEL
Programming Languages
1 36 (33.96%) C#
1 36 (33.96%) Java
2 33 (31.13%) JavaScript
3 18 (16.98%) SQL
4 5 (4.72%) Python
5 3 (2.83%) Bash Shell
5 3 (2.83%) Go
5 3 (2.83%) Perl
5 3 (2.83%) PHP
5 3 (2.83%) PL/SQL
5 3 (2.83%) PowerShell
6 2 (1.89%) C++
6 2 (1.89%) R
6 2 (1.89%) VBA
6 2 (1.89%) XPath
7 1 (0.94%) Apex Code
7 1 (0.94%) Data Analysis Expressions (DAX)
7 1 (0.94%) SAS Macro
7 1 (0.94%) SOQL
7 1 (0.94%) T-SQL
Qualifications
1 4 (3.77%) Degree
2 3 (2.83%) IIBA
2 3 (2.83%) ISEB
3 2 (1.89%) CBAP
4 1 (0.94%) CGEIT
4 1 (0.94%) CISM
4 1 (0.94%) CISSP
4 1 (0.94%) Computer Science Degree
4 1 (0.94%) CRISC
4 1 (0.94%) Master's Degree
4 1 (0.94%) Numerate Degree
Quality Assurance & Compliance
1 26 (24.53%) QA
2 5 (4.72%) GDPR
3 2 (1.89%) MiFID
3 2 (1.89%) PCI DSS
4 1 (0.94%) COBIT
4 1 (0.94%) EMIR
4 1 (0.94%) FATCA
4 1 (0.94%) ISO/IEC 27001
Systems Management
1 3 (2.83%) Ansible
1 3 (2.83%) Kibana
1 3 (2.83%) logstash
1 3 (2.83%) Opscode Chef
1 3 (2.83%) Puppet
1 3 (2.83%) Salt
Vendors
1 34 (32.08%) Microsoft
2 11 (10.38%) Oracle
3 2 (1.89%) SAP
4 1 (0.94%) Atlassian
4 1 (0.94%) Cognos
4 1 (0.94%) Dell
4 1 (0.94%) Hitachi
4 1 (0.94%) hybris
4 1 (0.94%) IBM
4 1 (0.94%) Informatica
4 1 (0.94%) MuleSoft
4 1 (0.94%) Salesforce.com
4 1 (0.94%) Tableau
4 1 (0.94%) TIBCO
4 1 (0.94%) webMethods
4 1 (0.94%) Workday