Period
to 18 October 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 18 October 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
18 Oct 2017
Same period 2016 Same period 2015
Rank 216 160 175
Rank change year-on-year -56 +15 +6
Permanent jobs citing UML 117 230 293
As % of all permanent IT jobs advertised in the City of London 1.18% 1.92% 1.62%
As % of the Processes & Methodologies category 1.31% 2.13% 1.81%
Number of salaries quoted 111 206 264
City of London median annual salary £70,000 £56,000 £60,000
Median salary % change year-on-year +25.00% -6.67% -4.38%
10th Percentile £50,000 £43,250 £39,300
90th Percentile £88,750 £83,750 £88,750
Central London median annual salary £70,000 £60,000 £60,000
% change year-on-year +16.67% - -4.00%

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 8931 10798 16149
As % of all permanent IT jobs advertised in the City of London 90.03% 89.91% 89.17%
Number of salaries quoted 8052 9857 13938
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 £35,750 £33,750
90th Percentile £95,000 £88,750 £87,500
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 18 October 2017.

Salary histogram for UML in the City of London

For the 6 months to 18 October 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 46 (39.32%) Finance
1 46 (39.32%) Agile Software Development
2 40 (34.19%) Java
3 33 (28.21%) SDLC
4 31 (26.50%) OO
5 27 (23.08%) Business Analysis
6 26 (22.22%) Analytical Skills
7 24 (20.51%) SQL Server
7 24 (20.51%) Requirements Analysis
8 23 (19.66%) Web Development
8 23 (19.66%) Advertising
9 21 (17.95%) Big Data
9 21 (17.95%) Enterprise Software
10 20 (17.09%) Stakeholder Management
10 20 (17.09%) Visual Studio
11 18 (15.38%) Microsoft
11 18 (15.38%) Scrum
12 17 (14.53%) JavaScript
12 17 (14.53%) C#
12 17 (14.53%) Mentoring
13 16 (13.68%) .NET
13 16 (13.68%) RUP
14 15 (12.82%) Oracle
14 15 (12.82%) PHP
14 15 (12.82%) Python
14 15 (12.82%) Investment Management
15 14 (11.97%) Time Management
15 14 (11.97%) Microsoft Azure
15 14 (11.97%) Code Coverage
15 14 (11.97%) Change Management

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 13 (11.11%) CMS
2 12 (10.26%) JBoss
2 12 (10.26%) Tomcat
2 12 (10.26%) WebLogic
2 12 (10.26%) WebSphere
3 11 (9.40%) EPiServer
4 10 (8.55%) Apache Solr
4 10 (8.55%) Apache Spark
4 10 (8.55%) Elasticsearch
4 10 (8.55%) Jetty
4 10 (8.55%) OpenStack
4 10 (8.55%) WebSphere Application Server
5 4 (3.42%) SharePoint
6 3 (2.56%) Confluence
7 2 (1.71%) Apache Geronimo
7 2 (1.71%) Drupal
7 2 (1.71%) WildFly
Applications
1 5 (4.27%) Microsoft Office
2 4 (3.42%) MS Visio
3 2 (1.71%) Microsoft Excel
3 2 (1.71%) Microsoft PowerPoint
Business Applications
1 1 (0.85%) Oracle BPM
1 1 (0.85%) Workday HCM
Cloud Services
1 14 (11.97%) Microsoft Azure
2 11 (9.40%) Amazon AWS
3 8 (6.84%) iTunes
4 6 (5.13%) Google Play
5 5 (4.27%) SaaS
6 3 (2.56%) Office 365
7 2 (1.71%) IaaS
7 2 (1.71%) iPaaS
8 1 (0.85%) SuccessFactors
Communications & Networking
1 11 (9.40%) Internet
1 11 (9.40%) Intranet
Database & Business Intelligence
1 24 (20.51%) SQL Server
2 21 (17.95%) Big Data
3 12 (10.26%) SQL Server Integration Services
4 11 (9.40%) Hadoop
4 11 (9.40%) MySQL
4 11 (9.40%) NoSQL
5 10 (8.55%) Apache Cassandra
5 10 (8.55%) Couchbase
5 10 (8.55%) MongoDB
5 10 (8.55%) PostgreSQL
5 10 (8.55%) Redis
5 10 (8.55%) Riak
5 10 (8.55%) SQL Server 2014
6 2 (1.71%) InterSystems Cache
6 2 (1.71%) SQL Server Analysis Services
6 2 (1.71%) SQL Server Reporting Services
7 1 (0.85%) Data Warehouse
7 1 (0.85%) Microsoft Analysis Services
7 1 (0.85%) Power BI
7 1 (0.85%) SQL Server 2008
Development Applications
1 20 (17.09%) Visual Studio
2 9 (7.69%) Git (software)
3 8 (6.84%) Android Studio
3 8 (6.84%) Xcode
4 6 (5.13%) Mercurial
5 5 (4.27%) JIRA
General
1 46 (39.32%) Finance
2 23 (19.66%) Advertising
3 12 (10.26%) Front Office
4 9 (7.69%) Retail
5 6 (5.13%) Legal
6 2 (1.71%) Back Office
6 2 (1.71%) Banking
6 2 (1.71%) Investment Banking
6 2 (1.71%) Publishing
7 1 (0.85%) Financial Institution
7 1 (0.85%) Telecoms
Job Titles
1 41 (35.04%) Business Analyst
2 38 (32.48%) Analyst
2 38 (32.48%) Architect
3 25 (21.37%) Developer
4 21 (17.95%) Solutions Architect
5 18 (15.38%) Java Architect
6 14 (11.97%) UML Architect
7 12 (10.26%) Java Developer
8 11 (9.40%) Digital Analyst
8 11 (9.40%) Digital Business Analyst
8 11 (9.40%) Java Solutions Architect
8 11 (9.40%) Senior Developer
9 9 (7.69%) Cloud Architect
9 9 (7.69%) Cloud Solutions Architect
10 8 (6.84%) .NET Developer
10 8 (6.84%) C# .NET Developer
10 8 (6.84%) C# Developer
10 8 (6.84%) Front Office Business Analyst
10 8 (6.84%) Senior C# .NET Developer
10 8 (6.84%) Software Engineer
Libraries, Frameworks & Software Standards
1 16 (13.68%) .NET
2 12 (10.26%) ASP.NET
3 11 (9.40%) AngularJS
3 11 (9.40%) ASP.NET MVC
3 11 (9.40%) ASP.NET MVC 3
3 11 (9.40%) ASP.NET Web Forms
3 11 (9.40%) J2EE
3 11 (9.40%) React
3 11 (9.40%) Spring
4 10 (8.55%) .NET Framework
4 10 (8.55%) Elastic Stack
4 10 (8.55%) Entity Framework
4 10 (8.55%) Hibernate
4 10 (8.55%) Lucene
4 10 (8.55%) Web Services
5 9 (7.69%) J2SE
6 8 (6.84%) iOS SDK
6 8 (6.84%) OpenGL
7 6 (5.13%) OpenCL
7 6 (5.13%) OpenGL ES
Miscellaneous
1 26 (22.22%) Analytical Skills
2 21 (17.95%) Enterprise Software
3 9 (7.69%) Clustering
4 6 (5.13%) CUDA
5 2 (1.71%) Computer Science
5 2 (1.71%) Contactless
5 2 (1.71%) Equities
5 2 (1.71%) Mobile App
6 1 (0.85%) EMV
6 1 (0.85%) Greenfield Project
6 1 (0.85%) Mobile Payment
6 1 (0.85%) Private Cloud
6 1 (0.85%) Smartcard
6 1 (0.85%) Smartphone
Operating Systems
1 8 (6.84%) Android
1 8 (6.84%) Apple iOS
2 3 (2.56%) Unix
2 3 (2.56%) Windows
3 2 (1.71%) Linux
Processes & Methodologies
1 46 (39.32%) Agile Software Development
2 33 (28.21%) SDLC
3 31 (26.50%) OO
4 27 (23.08%) Business Analysis
5 24 (20.51%) Requirements Analysis
6 23 (19.66%) Web Development
7 20 (17.09%) Stakeholder Management
8 18 (15.38%) Scrum
9 17 (14.53%) Mentoring
10 16 (13.68%) RUP
11 15 (12.82%) Investment Management
12 14 (11.97%) Change Management
12 14 (11.97%) Code Coverage
12 14 (11.97%) Information Management
12 14 (11.97%) Line Management
12 14 (11.97%) Time Management
13 13 (11.11%) Content Management
14 12 (10.26%) Coaching
14 12 (10.26%) Multithreading
15 11 (9.40%) Waterfall
Programming Languages
1 40 (34.19%) Java
2 17 (14.53%) C#
2 17 (14.53%) JavaScript
3 15 (12.82%) PHP
3 15 (12.82%) Python
4 13 (11.11%) SQL
5 12 (10.26%) Bash Shell
6 10 (8.55%) Go
6 10 (8.55%) Perl
7 9 (7.69%) C++
8 8 (6.84%) Apple Swift
8 8 (6.84%) Objective-C
9 3 (2.56%) PowerShell
10 2 (1.71%) PHP 7
10 2 (1.71%) R
10 2 (1.71%) VBA
11 1 (0.85%) Data Analysis Expressions (DAX)
11 1 (0.85%) PL/SQL
11 1 (0.85%) T-SQL
Qualifications
1 4 (3.42%) Degree
2 2 (1.71%) Computer Science Degree
3 1 (0.85%) CGEIT
3 1 (0.85%) CISM
3 1 (0.85%) CISSP
3 1 (0.85%) CRISC
3 1 (0.85%) ISEB
3 1 (0.85%) Master's Degree
3 1 (0.85%) Numerate Degree
3 1 (0.85%) PMI Certification
3 1 (0.85%) PMP
Quality Assurance & Compliance
1 11 (9.40%) QA
2 6 (5.13%) MiFID
3 3 (2.56%) ISO 20022
3 3 (2.56%) PCI DSS
4 2 (1.71%) GDPR
5 1 (0.85%) COBIT
5 1 (0.85%) EMIR
5 1 (0.85%) ISO/IEC 27001
Systems Management
1 12 (10.26%) Opscode Chef
1 12 (10.26%) Puppet
2 10 (8.55%) Ansible
2 10 (8.55%) Kibana
2 10 (8.55%) logstash
2 10 (8.55%) Salt
Vendors
1 18 (15.38%) Microsoft
2 15 (12.82%) Oracle
3 6 (5.13%) Google
4 2 (1.71%) SAP
5 1 (0.85%) Atlassian
5 1 (0.85%) hybris
5 1 (0.85%) Perforce
5 1 (0.85%) Workday