Period
to 22 August 2017

The following table provides summary statistics for permanent job vacancies advertised in 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 22 August 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
England > London
6 months to
22 Aug 2017
Same period 2016 Same period 2015
Rank 322 239 208
Rank change year-on-year -83 -31 -31
Permanent jobs citing UML 736 1131 1452
As % of all permanent IT jobs advertised in London 1.00% 1.40% 1.63%
As % of the Processes & Methodologies category 1.09% 1.55% 1.83%
Number of salaries quoted 542 834 1155
London median annual salary £67,500 £62,500 £57,500
Median salary % change year-on-year +8.00% +8.70% -4.17%
10th Percentile £46,250 £42,500 £42,200
90th Percentile £88,625 £83,750 £82,500
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -

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 London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 67373 73108 79202
As % of all permanent IT job vacancies advertised in London 91.34% 90.62% 89.03%
Number of salaries quoted 52164 63259 66559
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £32,500
90th Percentile £90,000 £87,500 £85,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

UML
Job Vacancy Trend in London

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

Job vacancy trend for UML in London

UML
Salary Trend in London

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

Salary trend for UML in London

UML
Salary Histogram in London

The salary distribution of IT jobs citing UML in London over the 6 months to 22 August 2017.

Salary histogram for UML in London

UML
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing UML within the London region over the 6 months to 22 August 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -20 182 £70,000 +12.00% 9
South London +8 40 £52,500 - 1
West London -25 27 £50,000 -4.76% 2
East London -16 5 £75,000 +70.45%
UML
England

For the 6 months to 22 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 London region with a requirement for UML.

1 365 (49.59%) Agile Software Development
2 280 (38.04%) Finance
3 274 (37.23%) Java
4 216 (29.35%) OO
5 195 (26.49%) Scrum
6 180 (24.46%) Business Analysis
7 173 (23.51%) SOA
8 165 (22.42%) Enterprise Software
9 164 (22.28%) Banking
10 154 (20.92%) SQL
11 147 (19.97%) Retail
12 146 (19.84%) Data Modelling
13 145 (19.70%) SDLC
14 138 (18.75%) Oracle
15 136 (18.48%) .NET
16 126 (17.12%) Web Services
17 121 (16.44%) Waterfall
18 115 (15.63%) TOGAF
19 114 (15.49%) Use Case
20 113 (15.35%) TDD
21 107 (14.54%) XML
22 102 (13.86%) Microsoft
22 102 (13.86%) BPMN
23 101 (13.72%) RUP
24 94 (12.77%) SQL Server
24 94 (12.77%) Investment Banking
25 93 (12.64%) Wealth Management
26 88 (11.96%) J2EE
26 88 (11.96%) Python
26 88 (11.96%) Open Source

UML
Co-occurring IT Skills in 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 80 (10.87%) WebSphere
2 79 (10.73%) JBoss
3 64 (8.70%) Tomcat
4 57 (7.74%) WebLogic
5 47 (6.39%) Oracle SOA Suite
6 34 (4.62%) CMS
7 29 (3.94%) Apache Spark
8 28 (3.80%) Jetty
9 26 (3.53%) Apache Solr
10 25 (3.40%) Apache Geronimo
11 24 (3.26%) Elasticsearch
12 23 (3.13%) OpenStack
13 22 (2.99%) WildFly
14 20 (2.72%) SharePoint
15 19 (2.58%) WebSphere Application Server
16 12 (1.63%) BizTalk Server
16 12 (1.63%) Mule
17 9 (1.22%) EPiServer
18 7 (0.95%) Apache ServiceMix
18 7 (0.95%) Confluence
Applications
1 45 (6.11%) MS Visio
2 18 (2.45%) Microsoft Excel
3 13 (1.77%) Microsoft Office
4 5 (0.68%) Microsoft PowerPoint
5 1 (0.14%) Mathcad
Business Applications
1 7 (0.95%) BusinessWorks
2 5 (0.68%) TIBCO BusinessEvents
2 5 (0.68%) Workday HCM
3 4 (0.54%) Oracle Retail
4 3 (0.41%) Dynamics NAV
4 3 (0.41%) Oracle BPM
4 3 (0.41%) Oracle SCM
4 3 (0.41%) SAP HR
5 2 (0.27%) Dynamics AX
5 2 (0.27%) Dynamics CRM
5 2 (0.27%) Salesforce.com CRM
5 2 (0.27%) SAP Retail
6 1 (0.14%) OpenText MBPM
6 1 (0.14%) Oracle Cash Management
6 1 (0.14%) Payment Gateway
6 1 (0.14%) Remedy ITSM
6 1 (0.14%) StreamServe
6 1 (0.14%) Unit4 Business World
Cloud Services
1 75 (10.19%) Amazon AWS
2 54 (7.34%) SaaS
3 48 (6.52%) Microsoft Azure
4 41 (5.57%) IaaS
5 26 (3.53%) PaaS
6 20 (2.72%) iPaaS
7 18 (2.45%) Virtual Private Cloud
8 14 (1.90%) iTunes
9 11 (1.49%) OpenShift
10 8 (1.09%) Cloud Computing
10 8 (1.09%) Google Play
11 7 (0.95%) Boomi
12 6 (0.82%) GitHub
12 6 (0.82%) Office 365
13 5 (0.68%) SuccessFactors
14 4 (0.54%) Basecamp
15 3 (0.41%) Salesforce Sales Cloud
16 2 (0.27%) Dropbox
16 2 (0.27%) Lucidchart
16 2 (0.27%) Oracle Service Cloud
Communications & Networking
1 51 (6.93%) HTTP
2 40 (5.43%) Intranet
3 39 (5.30%) TCP/IP
4 38 (5.16%) SSL
5 18 (2.45%) Internet
6 12 (1.63%) FTP
7 8 (1.09%) Firewall
8 7 (0.95%) Unified Communications
8 7 (0.95%) VoIP
9 4 (0.54%) Kerberos
10 3 (0.41%) AMQP
10 3 (0.41%) Skype
11 1 (0.14%) 3GPP
11 1 (0.14%) HbbTV
11 1 (0.14%) Wi-Fi
11 1 (0.14%) Wireshark
Database & Business Intelligence
1 94 (12.77%) SQL Server
2 83 (11.28%) Big Data
3 80 (10.87%) Relational Database
4 57 (7.74%) NoSQL
5 56 (7.61%) Data Warehouse
6 49 (6.66%) MySQL
7 44 (5.98%) Hadoop
8 38 (5.16%) MongoDB
9 35 (4.76%) PostgreSQL
10 29 (3.94%) Apache Cassandra
10 29 (3.94%) Couchbase
10 29 (3.94%) Redis
10 29 (3.94%) Riak
11 22 (2.99%) InterSystems Cache
12 17 (2.31%) SQL Server Integration Services
13 15 (2.04%) SQL Server 2014
14 13 (1.77%) BusinessObjects
14 13 (1.77%) Oracle Database
15 11 (1.49%) Blockchain
16 9 (1.22%) RDBMS
Development Applications
1 55 (7.47%) Jenkins
2 51 (6.93%) Maven
3 41 (5.57%) Ant
4 39 (5.30%) JIRA
4 39 (5.30%) Visual Studio
5 37 (5.03%) Toad
6 36 (4.89%) MagicDraw
7 35 (4.76%) Git (software)
8 31 (4.21%) XMLSpy
9 28 (3.80%) JUnit
9 28 (3.80%) Subversion
10 25 (3.40%) Octopus Deploy
11 23 (3.13%) Team Foundation Server
12 18 (2.45%) Eclipse
13 17 (2.31%) Android Studio
14 14 (1.90%) IntelliJ
14 14 (1.90%) SoapUI
14 14 (1.90%) Xcode
15 12 (1.63%) Checkstyle
15 12 (1.63%) XMLUnit
General
1 280 (38.04%) Finance
2 164 (22.28%) Banking
3 147 (19.97%) Retail
4 94 (12.77%) Investment Banking
5 70 (9.51%) Retail Banking
6 36 (4.89%) Advertising
6 36 (4.89%) Front Office
7 34 (4.62%) Telecoms
8 31 (4.21%) Legal
9 17 (2.31%) Marketing
10 14 (1.90%) Law
10 14 (1.90%) Publishing
11 12 (1.63%) Back Office
12 4 (0.54%) Billing
12 4 (0.54%) Electronics
13 3 (0.41%) Manufacturing
13 3 (0.41%) Pharmaceutical
14 2 (0.27%) Financial Institution
14 2 (0.27%) General Ledger
14 2 (0.27%) Military
Job Titles
1 289 (39.27%) Architect
2 216 (29.35%) Analyst
3 199 (27.04%) Business Analyst
4 146 (19.84%) Developer
5 123 (16.71%) Solutions Architect
6 71 (9.65%) Java Developer
7 53 (7.20%) Technical Architect
8 45 (6.11%) Senior Developer
9 41 (5.57%) Java Architect
9 41 (5.57%) UML Architect
10 39 (5.30%) Software Architect
11 37 (5.03%) IT Architect
12 32 (4.35%) Digital Analyst
12 32 (4.35%) Digital Business Analyst
12 32 (4.35%) Senior Architect
12 32 (4.35%) SOA Architect
13 31 (4.21%) Messaging Specialist
14 27 (3.67%) Software Engineer
15 26 (3.53%) Business IT Analyst
15 26 (3.53%) Senior Analyst
Libraries, Frameworks & Software Standards
1 136 (18.48%) .NET
2 126 (17.12%) Web Services
3 107 (14.54%) XML
4 88 (11.96%) J2EE
5 87 (11.82%) Spring
6 74 (10.05%) REST
7 65 (8.83%) Hibernate
8 53 (7.20%) HTML
9 52 (7.07%) SOAP
10 50 (6.79%) JSON
11 44 (5.98%) AngularJS
12 38 (5.16%) FIX Protocol
13 37 (5.03%) FpML
14 32 (4.35%) XML Schema
15 30 (4.08%) React
16 29 (3.94%) Java EE
17 28 (3.80%) JMS
18 27 (3.67%) .NET Framework
18 27 (3.67%) ASP.NET
19 26 (3.53%) CSS
Miscellaneous
1 165 (22.42%) Enterprise Software
2 72 (9.78%) Analytical Skills
3 51 (6.93%) Algorithms
4 43 (5.84%) Data Structures
5 42 (5.71%) Mobile App
6 35 (4.76%) Reference Data
7 34 (4.62%) Greenfield Project
8 31 (4.21%) Computer Science
9 23 (3.13%) Management Information System
10 20 (2.72%) PlayStation
11 19 (2.58%) Streaming Video
11 19 (2.58%) User Experience
12 18 (2.45%) Xbox
13 17 (2.31%) N-Tier
14 13 (1.77%) Client/Server
15 11 (1.49%) DataPower
15 11 (1.49%) Fintech
16 10 (1.36%) Data Centre
17 9 (1.22%) Contactless
17 9 (1.22%) FMCG
Operating Systems
1 54 (7.34%) Windows
2 49 (6.66%) Android
3 46 (6.25%) Apple iOS
4 27 (3.67%) Linux
5 25 (3.40%) Unix
6 18 (2.45%) Windows Phone
7 5 (0.68%) Windows Server 2012
8 2 (0.27%) Windows Server
9 1 (0.14%) AIX
9 1 (0.14%) Red Hat Enterprise Linux
Processes & Methodologies
1 365 (49.59%) Agile Software Development
2 216 (29.35%) OO
3 195 (26.49%) Scrum
4 180 (24.46%) Business Analysis
5 173 (23.51%) SOA
6 146 (19.84%) Data Modelling
7 145 (19.70%) SDLC
8 121 (16.44%) Waterfall
9 115 (15.63%) TOGAF
10 114 (15.49%) Use Case
11 113 (15.35%) TDD
12 102 (13.86%) BPMN
13 101 (13.72%) RUP
14 93 (12.64%) Wealth Management
15 88 (11.96%) Open Source
16 86 (11.68%) Asset Management
17 85 (11.55%) Requirements Analysis
18 82 (11.14%) Stakeholder Management
19 71 (9.65%) Microservices
20 70 (9.51%) Kanban
Programming Languages
1 274 (37.23%) Java
2 154 (20.92%) SQL
3 88 (11.96%) Python
4 77 (10.46%) JavaScript
5 72 (9.78%) C#
6 39 (5.30%) C++
7 32 (4.35%) Objective-C
8 28 (3.80%) Perl
9 26 (3.53%) Bash Shell
10 24 (3.26%) PL/SQL
11 23 (3.13%) PHP
12 22 (2.99%) Go
13 20 (2.72%) T-SQL
14 17 (2.31%) Shell Script
15 14 (1.90%) Apple Swift
16 13 (1.77%) XPath
17 12 (1.63%) VBA
18 10 (1.36%) C
19 8 (1.09%) VB.NET
20 7 (0.95%) R
Qualifications
1 87 (11.82%) Degree
2 45 (6.11%) ISEB
3 17 (2.31%) CBAP
4 16 (2.17%) Security Cleared
5 13 (1.77%) Computer Science Degree
6 10 (1.36%) SC Cleared
7 9 (1.22%) IIBA
8 7 (0.95%) DV Cleared
9 6 (0.82%) CCNP
9 6 (0.82%) CCSE
9 6 (0.82%) Cisco Certification
9 6 (0.82%) CISSP
9 6 (0.82%) Master's Degree
9 6 (0.82%) PhD
9 6 (0.82%) VMware Certified Professional (VCP)
10 4 (0.54%) MCP
11 3 (0.41%) PRINCE2 Certification
11 3 (0.41%) PRINCE2 Practitioner
12 2 (0.27%) CITP
13 1 (0.14%) Microsoft Certification
Quality Assurance & Compliance
1 59 (8.02%) QA
2 34 (4.62%) ISO 20022
3 11 (1.49%) MiFID
4 10 (1.36%) PCI DSS
5 9 (1.22%) ISO/IEC 27001
6 6 (0.82%) Data Quality
7 3 (0.41%) Cyber Essentials
7 3 (0.41%) EMIR
8 2 (0.27%) COBIT
8 2 (0.27%) DO-178B
8 2 (0.27%) Dodd-Frank
8 2 (0.27%) ISO/IEC 12207
8 2 (0.27%) MISRA
8 2 (0.27%) MISRA C
8 2 (0.27%) PMO
8 2 (0.27%) SLA
9 1 (0.14%) GDPR
9 1 (0.14%) HL7
System Software
1 6 (0.82%) VMware Infrastructure
2 4 (0.54%) Docker
3 1 (0.14%) Hyper-V
3 1 (0.14%) PowerHA
3 1 (0.14%) Virtual Desktop
Systems Management
1 26 (3.53%) Opscode Chef
1 26 (3.53%) Puppet
2 24 (3.26%) Ansible
2 24 (3.26%) Kibana
2 24 (3.26%) logstash
3 23 (3.13%) Salt
4 4 (0.54%) HP Quality Center
5 1 (0.14%) Cobbler
5 1 (0.14%) Tivoli
5 1 (0.14%) Tivoli Monitoring
Vendors
1 138 (18.75%) Oracle
2 102 (13.86%) Microsoft
3 35 (4.76%) GoldenSource
3 35 (4.76%) IBM
4 26 (3.53%) hybris
5 24 (3.26%) SAP
6 23 (3.13%) TIBCO
7 19 (2.58%) Sybase
8 18 (2.45%) Informatica
8 18 (2.45%) webMethods
9 17 (2.31%) Salesforce.com
10 11 (1.49%) Cognizant
10 11 (1.49%) Solace
11 10 (1.36%) Tableau
12 9 (1.22%) Atlassian
13 8 (1.09%) Google
13 8 (1.09%) VMware
14 7 (0.95%) Dell
14 7 (0.95%) Teradata
15 6 (0.82%) Red Hat