Period
to 21 August 2017

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 21 August 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
Central London > City of London
6 months to
21 Aug 2017
Same period 2016 Same period 2015
Rank 196 166 192
Rank change year-on-year -30 +26 -28
Permanent jobs citing UML 129 246 298
As % of all permanent IT jobs advertised in the City of London 1.27% 1.91% 1.48%
As % of the Processes & Methodologies category 1.41% 2.11% 1.66%
Number of salaries quoted 118 219 262
City of London median annual salary £62,500 £62,500 £60,000
Median salary % change year-on-year - +4.17% -4.00%
10th Percentile £46,250 £43,100 £40,000
90th Percentile £86,625 £83,750 £88,750
Central London median annual salary £70,000 £62,500 £60,000
% change year-on-year +12.00% +4.17% -

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

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 9134 11648 17961
As % of all permanent IT job vacancies advertised in the City of London 89.95% 90.59% 89.12%
Number of salaries quoted 8205 10638 15341
City of London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £36,250 £35,000 £33,750
90th Percentile £92,500 £87,500 £86,250
Central London median annual salary £60,000 £57,500 £55,000
% 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 21 August 2017.

Salary histogram for UML in the City of London

For the 6 months to 21 August 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 City of London region with a requirement for UML.

1 48 (37.21%) Finance
2 42 (32.56%) Agile Software Development
2 42 (32.56%) Java
3 37 (28.68%) Business Analysis
4 31 (24.03%) Requirements Analysis
5 29 (22.48%) SQL Server
5 29 (22.48%) SDLC
6 28 (21.71%) OO
6 28 (21.71%) Advertising
7 26 (20.16%) Visual Studio
8 25 (19.38%) Web Development
9 22 (17.05%) Big Data
9 22 (17.05%) JavaScript
10 21 (16.28%) Mentoring
11 20 (15.50%) Analytical Skills
11 20 (15.50%) C#
11 20 (15.50%) Stakeholder Management
11 20 (15.50%) Investment Management
12 19 (14.73%) Retail
13 18 (13.95%) Oracle
13 18 (13.95%) Python
13 18 (13.95%) NoSQL
13 18 (13.95%) Apple iOS
13 18 (13.95%) Android
13 18 (13.95%) AngularJS
14 17 (13.18%) Waterfall
15 16 (12.40%) Front Office
15 16 (12.40%) RUP
15 16 (12.40%) Microsoft
15 16 (12.40%) Microsoft Azure

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 14 (10.85%) JBoss
1 14 (10.85%) Tomcat
1 14 (10.85%) WebLogic
1 14 (10.85%) WebSphere
2 13 (10.08%) Apache Solr
2 13 (10.08%) Apache Spark
2 13 (10.08%) CMS
2 13 (10.08%) Elasticsearch
2 13 (10.08%) Jetty
2 13 (10.08%) OpenStack
3 9 (6.98%) WebSphere Application Server
4 8 (6.20%) EPiServer
5 4 (3.10%) IBM Domino
5 4 (3.10%) IIS
5 4 (3.10%) SharePoint
5 4 (3.10%) Sitefinity
5 4 (3.10%) Umbraco
6 3 (2.33%) Confluence
7 2 (1.55%) Drupal
8 1 (0.78%) WildFly
Applications
1 4 (3.10%) Microsoft Excel
2 3 (2.33%) Microsoft Office
Business Applications
1 1 (0.78%) Oracle BPM
1 1 (0.78%) Unit4 Business World
1 1 (0.78%) Workday HCM
Cloud Services
1 16 (12.40%) Microsoft Azure
2 14 (10.85%) Amazon AWS
2 14 (10.85%) iTunes
3 8 (6.20%) Google Play
4 6 (4.65%) GitHub
5 5 (3.88%) SaaS
6 4 (3.10%) Basecamp
7 3 (2.33%) Office 365
8 2 (1.55%) IaaS
8 2 (1.55%) iPaaS
9 1 (0.78%) SuccessFactors
Communications & Networking
1 8 (6.20%) Internet
1 8 (6.20%) Intranet
2 6 (4.65%) HTTP
3 1 (0.78%) Wireshark
Database & Business Intelligence
1 29 (22.48%) SQL Server
2 22 (17.05%) Big Data
3 18 (13.95%) NoSQL
4 14 (10.85%) MySQL
5 13 (10.08%) Apache Cassandra
5 13 (10.08%) Couchbase
5 13 (10.08%) Hadoop
5 13 (10.08%) MongoDB
5 13 (10.08%) PostgreSQL
5 13 (10.08%) Redis
5 13 (10.08%) Riak
6 12 (9.30%) SQL Server 2014
7 8 (6.20%) SQL Server Integration Services
8 5 (3.88%) Data Warehouse
9 4 (3.10%) SQL Server 2008
10 1 (0.78%) InterSystems Cache
Development Applications
1 26 (20.16%) Visual Studio
2 14 (10.85%) Android Studio
2 14 (10.85%) Xcode
3 11 (8.53%) Git (software)
4 10 (7.75%) JIRA
5 8 (6.20%) Mercurial
6 4 (3.10%) CruiseControl
6 4 (3.10%) NCover
6 4 (3.10%) NDoc
6 4 (3.10%) NUnit
6 4 (3.10%) TeamCity
7 2 (1.55%) Bugzilla
7 2 (1.55%) Cucumber
7 2 (1.55%) Jenkins
7 2 (1.55%) Selenium
7 2 (1.55%) SoapUI
7 2 (1.55%) Team Foundation Server
General
1 48 (37.21%) Finance
2 28 (21.71%) Advertising
3 19 (14.73%) Retail
4 16 (12.40%) Front Office
5 8 (6.20%) Banking
5 8 (6.20%) Legal
6 6 (4.65%) Publishing
7 2 (1.55%) Investment Banking
7 2 (1.55%) Telecoms
8 1 (0.78%) Marketing
Job Titles
1 46 (35.66%) Analyst
1 46 (35.66%) Business Analyst
2 32 (24.81%) Architect
2 32 (24.81%) Developer
3 18 (13.95%) Solutions Architect
4 17 (13.18%) Java Developer
5 15 (11.63%) UML Architect
6 14 (10.85%) Senior Software Engineer
6 14 (10.85%) Software Engineer
7 12 (9.30%) Digital Analyst
7 12 (9.30%) Digital Business Analyst
8 10 (7.75%) Java Architect
8 10 (7.75%) Senior Developer
9 9 (6.98%) Cloud Architect
9 9 (6.98%) Cloud Solutions Architect
9 9 (6.98%) Front Office Business Analyst
9 9 (6.98%) Senior Analyst
9 9 (6.98%) Senior Business Analyst
10 8 (6.20%) C++ Software Engineer
10 8 (6.20%) iOS Software Engineer
Libraries, Frameworks & Software Standards
1 18 (13.95%) AngularJS
2 14 (10.85%) .NET
2 14 (10.85%) iOS SDK
2 14 (10.85%) OpenGL
2 14 (10.85%) React
3 13 (10.08%) Elastic Stack
3 13 (10.08%) Lucene
3 13 (10.08%) Web Services
4 11 (8.53%) XML
5 8 (6.20%) .NET Framework
5 8 (6.20%) ASP.NET
5 8 (6.20%) ASP.NET MVC
5 8 (6.20%) ASP.NET MVC 3
5 8 (6.20%) ASP.NET Web Forms
5 8 (6.20%) Entity Framework
5 8 (6.20%) OpenCL
5 8 (6.20%) OpenGL ES
5 8 (6.20%) SOAP
5 8 (6.20%) XSLT
6 7 (5.43%) JSON
Miscellaneous
1 20 (15.50%) Analytical Skills
2 13 (10.08%) Enterprise Software
3 8 (6.20%) CUDA
4 6 (4.65%) Clustering
5 5 (3.88%) Computer Science
6 4 (3.10%) User Experience
7 3 (2.33%) Foreign Exchange (FX)
8 2 (1.55%) Algorithms
8 2 (1.55%) Contactless
9 1 (0.78%) Credit Derivative
9 1 (0.78%) Data Centre
9 1 (0.78%) Derivative
9 1 (0.78%) EMV
9 1 (0.78%) Equities
9 1 (0.78%) Greenfield Project
9 1 (0.78%) Mobile App
9 1 (0.78%) Mobile Payment
9 1 (0.78%) Smartcard
9 1 (0.78%) Smartphone
Operating Systems
1 18 (13.95%) Android
1 18 (13.95%) Apple iOS
2 9 (6.98%) Windows
3 4 (3.10%) Unix
3 4 (3.10%) Windows Server 2012
4 2 (1.55%) Linux
Processes & Methodologies
1 42 (32.56%) Agile Software Development
2 37 (28.68%) Business Analysis
3 31 (24.03%) Requirements Analysis
4 29 (22.48%) SDLC
5 28 (21.71%) OO
6 25 (19.38%) Web Development
7 21 (16.28%) Mentoring
8 20 (15.50%) Investment Management
8 20 (15.50%) Stakeholder Management
9 17 (13.18%) Waterfall
10 16 (12.40%) Multithreading
10 16 (12.40%) RUP
11 15 (11.63%) Coaching
11 15 (11.63%) Code Coverage
11 15 (11.63%) Information Management
11 15 (11.63%) Line Management
11 15 (11.63%) Scrum
11 15 (11.63%) Time Management
12 14 (10.85%) Continuous Integration
12 14 (10.85%) Software Engineering
Programming Languages
1 42 (32.56%) Java
2 22 (17.05%) JavaScript
3 20 (15.50%) C#
4 18 (13.95%) Python
5 16 (12.40%) Bash Shell
6 15 (11.63%) SQL
7 14 (10.85%) Apple Swift
7 14 (10.85%) C++
7 14 (10.85%) Objective-C
7 14 (10.85%) PHP
8 13 (10.08%) Go
8 13 (10.08%) Perl
9 6 (4.65%) VBA
10 2 (1.55%) PHP 7
10 2 (1.55%) PowerShell
10 2 (1.55%) R
11 1 (0.78%) PL/SQL
11 1 (0.78%) Shell Script
11 1 (0.78%) XPath
Qualifications
1 8 (6.20%) Degree
2 5 (3.88%) Computer Science Degree
3 4 (3.10%) MCP
4 3 (2.33%) ISEB
5 1 (0.78%) CITP
5 1 (0.78%) DV Cleared
5 1 (0.78%) IIBA
5 1 (0.78%) Numerate Degree
5 1 (0.78%) PMI Certification
5 1 (0.78%) PMP
5 1 (0.78%) Security Cleared
Quality Assurance & Compliance
1 10 (7.75%) MiFID
1 10 (7.75%) QA
2 3 (2.33%) ISO 20022
3 2 (1.55%) PCI DSS
4 1 (0.78%) EMIR
4 1 (0.78%) GDPR
Systems Management
1 15 (11.63%) Opscode Chef
1 15 (11.63%) Puppet
2 13 (10.08%) Ansible
2 13 (10.08%) Kibana
2 13 (10.08%) logstash
2 13 (10.08%) Salt
Vendors
1 18 (13.95%) Oracle
2 16 (12.40%) Microsoft
3 8 (6.20%) Google
4 1 (0.78%) Perforce
4 1 (0.78%) SAP
4 1 (0.78%) Workday