Period
to 20 November 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 20 November 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
20 Nov 2017
Same period 2016 Same period 2015
Rank 198 163 174
Rank change year-on-year -35 +11 +10
Permanent jobs citing UML 123 202 285
As % of all permanent IT jobs advertised in the City of London 1.21% 1.75% 1.66%
As % of the Processes & Methodologies category 1.34% 1.96% 1.87%
Number of salaries quoted 117 185 261
City of London median annual salary £65,000 £55,000 £60,000
Median salary % change year-on-year +18.18% -8.33% -7.69%
10th Percentile £49,000 £46,250 £42,500
90th Percentile £88,000 £83,750 £87,500
Central London median annual salary £70,000 £57,500 £60,000
% change year-on-year +21.74% -4.17% -7.69%

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 9200 10313 15272
As % of all permanent IT jobs advertised in the City of London 90.13% 89.43% 89.11%
Number of salaries quoted 8307 9399 13239
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 £35,000 £33,750
90th Percentile £93,950 £90,000 £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 20 November 2017.

Salary histogram for UML in the City of London

For the 6 months to 20 November 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 57 (46.34%) Finance
2 53 (43.09%) Agile Software Development
3 46 (37.40%) SDLC
4 41 (33.33%) OO
5 38 (30.89%) Java
6 35 (28.46%) SQL Server
7 32 (26.02%) Business Analysis
8 31 (25.20%) Analytical Skills
9 30 (24.39%) Web Development
10 28 (22.76%) Advertising
10 28 (22.76%) .NET
10 28 (22.76%) Microsoft
11 26 (21.14%) Requirements Analysis
12 24 (19.51%) JavaScript
12 24 (19.51%) C#
13 22 (17.89%) Stakeholder Management
13 22 (17.89%) Visual Studio
14 21 (17.07%) .NET Framework
14 21 (17.07%) Big Data
14 21 (17.07%) Enterprise Software
15 20 (16.26%) SQL Server Integration Services
15 20 (16.26%) Content Management
15 20 (16.26%) CMS
16 19 (15.45%) ASP.NET
16 19 (15.45%) OOD
16 19 (15.45%) QA
17 18 (14.63%) EPiServer
17 18 (14.63%) ASP.NET MVC
17 18 (14.63%) ASP.NET MVC 3
17 18 (14.63%) MVC

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 20 (16.26%) CMS
2 18 (14.63%) EPiServer
3 11 (8.94%) JBoss
3 11 (8.94%) Tomcat
3 11 (8.94%) WebLogic
3 11 (8.94%) WebSphere
4 10 (8.13%) Apache Solr
5 9 (7.32%) Apache Spark
5 9 (7.32%) Elasticsearch
5 9 (7.32%) Jetty
5 9 (7.32%) OpenStack
5 9 (7.32%) WebSphere Application Server
6 4 (3.25%) SharePoint
7 2 (1.63%) Apache Geronimo
7 2 (1.63%) Confluence
7 2 (1.63%) Drupal
7 2 (1.63%) WildFly
8 1 (0.81%) Apache
8 1 (0.81%) SAS
Applications
1 6 (4.88%) MS Visio
2 5 (4.07%) Microsoft Office
3 3 (2.44%) Microsoft Excel
4 2 (1.63%) Microsoft PowerPoint
Business Applications
1 1 (0.81%) Oracle BPM
1 1 (0.81%) Workday HCM
Cloud Services
1 13 (10.57%) Microsoft Azure
2 10 (8.13%) Amazon AWS
3 5 (4.07%) SaaS
4 3 (2.44%) Google Play
4 3 (2.44%) iTunes
4 3 (2.44%) Office 365
5 2 (1.63%) IaaS
5 2 (1.63%) iPaaS
6 1 (0.81%) SuccessFactors
Communications & Networking
1 18 (14.63%) Internet
1 18 (14.63%) Intranet
2 1 (0.81%) SMS
Database & Business Intelligence
1 35 (28.46%) SQL Server
2 21 (17.07%) Big Data
3 20 (16.26%) SQL Server Integration Services
4 17 (13.82%) SQL Server 2014
5 10 (8.13%) Hadoop
5 10 (8.13%) MySQL
5 10 (8.13%) NoSQL
6 9 (7.32%) Apache Cassandra
6 9 (7.32%) Couchbase
6 9 (7.32%) MongoDB
6 9 (7.32%) PostgreSQL
6 9 (7.32%) Redis
6 9 (7.32%) Riak
7 4 (3.25%) Relational Database
8 3 (2.44%) SQL Server Analysis Services
9 2 (1.63%) Data Warehouse
9 2 (1.63%) InterSystems Cache
9 2 (1.63%) SQL Server Reporting Services
10 1 (0.81%) Oracle Discoverer
10 1 (0.81%) Snowflake Schema
Development Applications
1 22 (17.89%) Visual Studio
2 6 (4.88%) Git (software)
2 6 (4.88%) JIRA
3 3 (2.44%) Android Studio
3 3 (2.44%) Mercurial
3 3 (2.44%) Xcode
4 1 (0.81%) ERwin
4 1 (0.81%) Toad
General
1 57 (46.34%) Finance
2 28 (22.76%) Advertising
3 12 (9.76%) Front Office
4 4 (3.25%) Legal
4 4 (3.25%) Retail
5 3 (2.44%) Banking
6 2 (1.63%) Back Office
6 2 (1.63%) Investment Banking
7 1 (0.81%) Financial Institution
7 1 (0.81%) Law
7 1 (0.81%) Telecoms
Job Titles
1 45 (36.59%) Business Analyst
2 42 (34.15%) Analyst
3 38 (30.89%) Architect
4 32 (26.02%) Developer
5 24 (19.51%) Solutions Architect
6 18 (14.63%) Senior Developer
7 17 (13.82%) Java Architect
8 15 (12.20%) C# Developer
8 15 (12.20%) Senior C# Developer
9 14 (11.38%) .NET Developer
9 14 (11.38%) C# .NET Developer
9 14 (11.38%) Senior .NET Developer
9 14 (11.38%) Senior C# .NET Developer
10 12 (9.76%) Java Developer
11 10 (8.13%) Digital Analyst
11 10 (8.13%) Digital Business Analyst
11 10 (8.13%) Java Solutions Architect
11 10 (8.13%) UML Architect
12 9 (7.32%) Cloud Architect
12 9 (7.32%) Cloud Solutions Architect
Libraries, Frameworks & Software Standards
1 28 (22.76%) .NET
2 21 (17.07%) .NET Framework
3 19 (15.45%) ASP.NET
4 18 (14.63%) ASP.NET MVC
4 18 (14.63%) ASP.NET MVC 3
4 18 (14.63%) ASP.NET Web Forms
5 17 (13.82%) Entity Framework
5 17 (13.82%) Web Services
6 12 (9.76%) J2EE
7 11 (8.94%) Spring
8 10 (8.13%) AngularJS
8 10 (8.13%) Hibernate
8 10 (8.13%) Lucene
8 10 (8.13%) React
9 9 (7.32%) Elastic Stack
9 9 (7.32%) J2SE
10 3 (2.44%) FpML
10 3 (2.44%) OpenGL
10 3 (2.44%) XML
10 3 (2.44%) XSLT
Miscellaneous
1 31 (25.20%) Analytical Skills
2 21 (17.07%) Enterprise Software
3 8 (6.50%) Clustering
4 3 (2.44%) CUDA
5 2 (1.63%) Computer Science
5 2 (1.63%) Contactless
5 2 (1.63%) Equities
5 2 (1.63%) Mobile App
5 2 (1.63%) User Experience
6 1 (0.81%) EMV
6 1 (0.81%) Fintech
6 1 (0.81%) Greenfield Project
6 1 (0.81%) Market Risk
6 1 (0.81%) Mobile Payment
6 1 (0.81%) Private Cloud
6 1 (0.81%) Smartcard
6 1 (0.81%) Smartphone
Operating Systems
1 3 (2.44%) Android
1 3 (2.44%) Apple iOS
1 3 (2.44%) Unix
1 3 (2.44%) Windows
2 2 (1.63%) Linux
Processes & Methodologies
1 53 (43.09%) Agile Software Development
2 46 (37.40%) SDLC
3 41 (33.33%) OO
4 32 (26.02%) Business Analysis
5 30 (24.39%) Web Development
6 26 (21.14%) Requirements Analysis
7 22 (17.89%) Stakeholder Management
8 20 (16.26%) Content Management
9 19 (15.45%) OOD
10 18 (14.63%) MVC
11 17 (13.82%) Change Management
11 17 (13.82%) Investment Management
11 17 (13.82%) ITIL
11 17 (13.82%) Scrum
12 16 (13.01%) Web Accessibility
13 15 (12.20%) RUP
13 15 (12.20%) Test Automation
14 14 (11.38%) Continuous Improvement
14 14 (11.38%) Mentoring
14 14 (11.38%) Release Management
Programming Languages
1 38 (30.89%) Java
2 24 (19.51%) C#
2 24 (19.51%) JavaScript
3 16 (13.01%) SQL
4 14 (11.38%) PHP
4 14 (11.38%) Python
5 11 (8.94%) Bash Shell
6 9 (7.32%) Go
6 9 (7.32%) Perl
7 5 (4.07%) C++
8 3 (2.44%) Apple Swift
8 3 (2.44%) Objective-C
8 3 (2.44%) PowerShell
9 2 (1.63%) PHP 7
9 2 (1.63%) PL/SQL
9 2 (1.63%) R
9 2 (1.63%) VBA
10 1 (0.81%) Data Analysis Expressions (DAX)
10 1 (0.81%) SAS Macro
10 1 (0.81%) T-SQL
Qualifications
1 5 (4.07%) Degree
2 4 (3.25%) ISEB
3 2 (1.63%) CBAP
3 2 (1.63%) Computer Science Degree
3 2 (1.63%) IIBA
4 1 (0.81%) CGEIT
4 1 (0.81%) CISM
4 1 (0.81%) CISSP
4 1 (0.81%) CRISC
4 1 (0.81%) Master's Degree
4 1 (0.81%) Numerate Degree
4 1 (0.81%) PMI Certification
4 1 (0.81%) PMP
Quality Assurance & Compliance
1 19 (15.45%) QA
2 6 (4.88%) MiFID
3 5 (4.07%) GDPR
4 3 (2.44%) ISO 20022
4 3 (2.44%) PCI DSS
5 1 (0.81%) COBIT
5 1 (0.81%) EMIR
5 1 (0.81%) FATCA
5 1 (0.81%) ISO/IEC 27001
Systems Management
1 11 (8.94%) Opscode Chef
1 11 (8.94%) Puppet
2 9 (7.32%) Ansible
2 9 (7.32%) Kibana
2 9 (7.32%) logstash
2 9 (7.32%) Salt
Vendors
1 28 (22.76%) Microsoft
2 16 (13.01%) Oracle
3 3 (2.44%) Google
4 2 (1.63%) SAP
5 1 (0.81%) Atlassian
5 1 (0.81%) Cognos
5 1 (0.81%) hybris
5 1 (0.81%) IBM
5 1 (0.81%) Informatica
5 1 (0.81%) Perforce
5 1 (0.81%) Tableau
5 1 (0.81%) TIBCO
5 1 (0.81%) Workday