Period
to 18 July 2018

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 18 July 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
England > London
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 384 327 258
Rank change year-on-year -57 -69 -53
Permanent jobs citing UML 551 720 1,138
As % of all permanent IT jobs advertised in London 0.78% 0.98% 1.37%
As % of the Processes & Methodologies category 0.85% 1.07% 1.50%
Number of salaries quoted 409 546 832
London median annual salary £70,000 £65,500 £62,500
Median salary % change year-on-year +6.87% +4.80% +8.70%
10th Percentile £42,500 £46,250 £41,750
90th Percentile £94,000 £87,500 £85,000
England median annual salary £52,500 £55,000 £50,000
% change year-on-year -4.55% +10.00% -

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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 64,983 67,141 75,969
As % of all permanent IT jobs advertised in London 91.40% 91.75% 91.38%
Number of salaries quoted 51,984 53,539 65,481
London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £35,000 £35,000 £33,250
90th Percentile £95,000 £90,000 £87,500
England median annual salary £50,000 £50,000 £50,000

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 18 July 2018.

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 18 July 2018. 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 -52 128 £72,500 +3.57% 24
West London +22 25 £60,000 +33.33% 8
South London -25 23 £45,000 -14.29% 3
East London +2 8 £50,000 -33.33% 3
North London - 5 £40,000 -
UML
England

For the 6 months to 18 July 2018, IT jobs citing UML also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for UML.

1 309 (56.08%) Agile Software Development
2 207 (37.57%) Java
3 189 (34.30%) Finance
4 182 (33.03%) SQL
5 134 (24.32%) OO
6 126 (22.87%) JavaScript
7 117 (21.23%) C#
8 114 (20.69%) Scrum
9 112 (20.33%) Analytical Skills
10 111 (20.15%) Web Services
10 111 (20.15%) Degree
11 108 (19.60%) .NET
12 107 (19.42%) SOA
13 106 (19.24%) Waterfall
14 100 (18.15%) TOGAF
15 98 (17.79%) Amazon AWS
16 96 (17.42%) Computer Science
17 94 (17.06%) Software Engineering
18 91 (16.52%) Business Analysis
19 89 (16.15%) SQL Server
20 88 (15.97%) CSS
21 87 (15.79%) Microservices
22 81 (14.70%) Use Case
23 75 (13.61%) Oracle
24 74 (13.43%) Project Management
25 73 (13.25%) Microsoft
25 73 (13.25%) Microsoft Azure
26 66 (11.98%) Problem-Solving
26 66 (11.98%) HTML
27 65 (11.80%) T-SQL

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 42 (7.62%) SharePoint
2 22 (3.99%) Tomcat
3 21 (3.81%) Oracle SOA Suite
4 20 (3.63%) Apache
4 20 (3.63%) WebLogic
5 17 (3.09%) Confluence
6 16 (2.90%) JBoss
7 12 (2.18%) Apache Spark
8 9 (1.63%) Jetty
9 8 (1.45%) Mule
9 8 (1.45%) WebSphere
10 6 (1.09%) Oracle Application Server
10 6 (1.09%) WebSphere Application Server
11 5 (0.91%) EPiServer
12 4 (0.73%) BizTalk Server
12 4 (0.73%) OpenStack
13 3 (0.54%) Apache Solr
13 3 (0.54%) Elasticsearch
13 3 (0.54%) IIS
14 2 (0.36%) MS Exchange
Applications
1 28 (5.08%) MS Visio
2 20 (3.63%) Microsoft Excel
3 11 (2.00%) Microsoft Office
4 5 (0.91%) Microsoft Project
5 4 (0.73%) Microsoft PowerPoint
6 2 (0.36%) Chatbot
6 2 (0.36%) Spreadsheet
Business Applications
1 39 (7.08%) Dynamics CRM
2 8 (1.45%) SAP CRM
2 8 (1.45%) SAP IS-U
3 7 (1.27%) Sonata
4 5 (0.91%) Dynamics AX
4 5 (0.91%) NetSuite
5 1 (0.18%) Distributed Ledger
5 1 (0.18%) Oracle BPM
5 1 (0.18%) Oracle Retail
5 1 (0.18%) Payment Gateway
5 1 (0.18%) SAP Hybris
Cloud Services
1 98 (17.79%) Amazon AWS
2 73 (13.25%) Microsoft Azure
3 24 (4.36%) SaaS
4 19 (3.45%) IaaS
5 17 (3.09%) PaaS
6 10 (1.81%) Serverless
7 7 (1.27%) Office 365
8 6 (1.09%) GitHub
8 6 (1.09%) Google Cloud Platform
9 5 (0.91%) AWS Lambda
9 5 (0.91%) Cloud Computing
9 5 (0.91%) SuccessFactors
10 4 (0.73%) AWS CloudFormation
11 3 (0.54%) Amazon S3
11 3 (0.54%) npm
12 2 (0.36%) Amazon CloudWatch
12 2 (0.36%) Amazon EC2
12 2 (0.36%) IBM Blueworks
12 2 (0.36%) Lucidchart
12 2 (0.36%) Slack
Communications & Networking
1 8 (1.45%) HTTP
1 8 (1.45%) Intranet
2 3 (0.54%) DVB
2 3 (0.54%) HbbTV
3 2 (0.36%) Internet
3 2 (0.36%) TCP/IP
3 2 (0.36%) VoIP
4 1 (0.18%) HTTPS
4 1 (0.18%) SSL
Database & Business Intelligence
1 89 (16.15%) SQL Server
2 48 (8.71%) NoSQL
3 37 (6.72%) Data Warehouse
4 35 (6.35%) Relational Database
5 29 (5.26%) Big Data
6 22 (3.99%) RDBMS
7 17 (3.09%) MongoDB
8 15 (2.72%) SQL Server Integration Services
9 14 (2.54%) SQL Server Analysis Services
10 13 (2.36%) Hadoop
11 12 (2.18%) SQL Server Reporting Services
12 11 (2.00%) Oracle Database
13 8 (1.45%) Blockchain
13 8 (1.45%) Star Schema
14 7 (1.27%) Cosmos DB
14 7 (1.27%) Geospatial Data
14 7 (1.27%) GIS
14 7 (1.27%) Neo4j
14 7 (1.27%) Redis
15 6 (1.09%) Oracle Reports
Development Applications
1 62 (11.25%) Team Foundation Server
2 44 (7.99%) JIRA
3 43 (7.80%) Visual Studio Team System
4 34 (6.17%) Jenkins
5 31 (5.63%) Git (software)
6 21 (3.81%) Octopus Deploy
6 21 (3.81%) Visual Studio
7 20 (3.63%) Subversion
8 17 (3.09%) JUnit
8 17 (3.09%) Maven
9 15 (2.72%) Mockito
10 14 (2.54%) Eclipse
11 13 (2.36%) Cucumber
12 10 (1.81%) ERwin
13 8 (1.45%) PowerDesigner
13 8 (1.45%) VersionOne
14 7 (1.27%) Android Studio
14 7 (1.27%) GoogleTest
14 7 (1.27%) MSBuild
14 7 (1.27%) NetBeans
General
1 189 (34.30%) Finance
2 57 (10.34%) Banking
3 41 (7.44%) Retail
4 27 (4.90%) Financial Institution
5 23 (4.17%) Advertising
6 22 (3.99%) Investment Banking
7 18 (3.27%) Marketing
8 17 (3.09%) Back Office
9 10 (1.81%) Legal
10 9 (1.63%) Telecoms
11 8 (1.45%) Law
12 6 (1.09%) Electronics
12 6 (1.09%) Front Office
13 4 (0.73%) Billing
14 3 (0.54%) Local Government
14 3 (0.54%) Pharmaceutical
15 2 (0.36%) Games
15 2 (0.36%) Retail Banking
16 1 (0.18%) Dutch Language
16 1 (0.18%) General Ledger
Job Titles
1 207 (37.57%) Architect
2 125 (22.69%) Analyst
3 123 (22.32%) Solutions Architect
4 119 (21.60%) Developer
5 95 (17.24%) Business Analyst
6 59 (10.71%) Java Developer
7 33 (5.99%) Technical Architect
8 27 (4.90%) Consultant
8 27 (4.90%) Senior Architect
9 26 (4.72%) Systems Analyst
10 25 (4.54%) C# Developer
10 25 (4.54%) Senior Developer
11 22 (3.99%) Business Systems Analyst
11 22 (3.99%) Software Engineer
12 19 (3.45%) Senior Solutions Architect
13 16 (2.90%) Senior Analyst
13 16 (2.90%) Senior Business Analyst
14 15 (2.72%) .NET Developer
14 15 (2.72%) Data Architect
14 15 (2.72%) Lead Developer
Libraries, Frameworks & Software Standards
1 111 (20.15%) Web Services
2 108 (19.60%) .NET
3 88 (15.97%) CSS
4 66 (11.98%) HTML
5 56 (10.16%) XML
6 50 (9.07%) J2EE
7 49 (8.89%) jQuery
7 49 (8.89%) Spring
8 48 (8.71%) ASP.NET Web API
9 47 (8.53%) Entity Framework
10 46 (8.35%) React
10 46 (8.35%) REST
11 45 (8.17%) Twitter Bootstrap
12 31 (5.63%) .NET Core
13 30 (5.44%) .NET Framework
14 29 (5.26%) Hibernate
15 22 (3.99%) JSON
15 22 (3.99%) Middleware
16 20 (3.63%) JMS
16 20 (3.63%) JSF
Miscellaneous
1 112 (20.33%) Analytical Skills
2 96 (17.42%) Computer Science
3 42 (7.62%) N-Tier
4 30 (5.44%) Fintech
5 29 (5.26%) Enterprise Software
6 22 (3.99%) Management Information System
7 19 (3.45%) Algorithms
8 15 (2.72%) Data Structures
8 15 (2.72%) Greenfield Project
9 14 (2.54%) User Experience
10 13 (2.36%) Virtual Team
11 12 (2.18%) Cyberthreat
12 9 (1.63%) FMCG
13 7 (1.27%) Clustering
13 7 (1.27%) Public Cloud
14 6 (1.09%) Self-Motivation
14 6 (1.09%) State Machine
15 5 (0.91%) Bitcoin
15 5 (0.91%) Life Science
16 4 (0.73%) Digital Media
Operating Systems
1 50 (9.07%) Linux
2 32 (5.81%) Windows
3 17 (3.09%) Unix
4 10 (1.81%) Android
5 7 (1.27%) Solaris
6 6 (1.09%) Amazon Linux
6 6 (1.09%) Red Hat Enterprise Linux
7 3 (0.54%) Embedded Linux
8 1 (0.18%) AIX
8 1 (0.18%) Ubuntu
8 1 (0.18%) Windows 10
8 1 (0.18%) Windows 2000
8 1 (0.18%) Windows NT
8 1 (0.18%) Windows Phone
8 1 (0.18%) Windows XP
Processes & Methodologies
1 309 (56.08%) Agile Software Development
2 134 (24.32%) OO
3 114 (20.69%) Scrum
4 107 (19.42%) SOA
5 106 (19.24%) Waterfall
6 100 (18.15%) TOGAF
7 94 (17.06%) Software Engineering
8 91 (16.52%) Business Analysis
9 87 (15.79%) Microservices
10 81 (14.70%) Use Case
11 74 (13.43%) Project Management
12 66 (11.98%) Problem-Solving
13 65 (11.80%) Open Source
14 64 (11.62%) SDLC
15 63 (11.43%) BPMN
15 63 (11.43%) Mentoring
16 62 (11.25%) TDD
17 61 (11.07%) CRM
17 61 (11.07%) Stakeholder Management
18 60 (10.89%) OOA/OOD
Programming Languages
1 207 (37.57%) Java
2 182 (33.03%) SQL
3 126 (22.87%) JavaScript
4 117 (21.23%) C#
5 65 (11.80%) T-SQL
6 59 (10.71%) Python
7 57 (10.34%) C++
8 34 (6.17%) C
9 18 (3.27%) Java 8
9 18 (3.27%) PL/SQL
10 11 (2.00%) Embedded C++
10 11 (2.00%) VBA
11 10 (1.81%) PowerShell
12 9 (1.63%) Perl
13 8 (1.45%) Shell Script
14 7 (1.27%) Cypher
15 5 (0.91%) Bash Shell
15 5 (0.91%) Objective-C
15 5 (0.91%) VC++
16 4 (0.73%) R
Qualifications
1 111 (20.15%) Degree
2 48 (8.71%) Security Cleared
3 39 (7.08%) SC Cleared
4 38 (6.90%) Computer Science Degree
5 14 (2.54%) PhD
6 9 (1.63%) ISEB
7 6 (1.09%) DV Cleared
7 6 (1.09%) Numerate Degree
8 5 (0.91%) Master's Degree
9 3 (0.54%) CBAP
9 3 (0.54%) HND
9 3 (0.54%) IIBA
9 3 (0.54%) PMI Certification
9 3 (0.54%) PMP
9 3 (0.54%) PRINCE2 Certification
10 2 (0.36%) CISSP
10 2 (0.36%) TOGAF Certification
11 1 (0.18%) CTC Cleared
11 1 (0.18%) OCP
11 1 (0.18%) Oracle Certification
Quality Assurance & Compliance
1 46 (8.35%) QA
2 14 (2.54%) GDPR
3 12 (2.18%) PSD2
4 5 (0.91%) Data Quality
4 5 (0.91%) SEPA
5 4 (0.73%) COBIT
6 3 (0.54%) HL7
6 3 (0.54%) ISO 20022
7 2 (0.36%) MiFID
8 1 (0.18%) ECSS
8 1 (0.18%) GCP
8 1 (0.18%) MISRA
8 1 (0.18%) PCI DSS
8 1 (0.18%) SLA
System Software
1 12 (2.18%) Docker
2 6 (1.09%) iptables
2 6 (1.09%) VMware ESXi
2 6 (1.09%) VMware Infrastructure
2 6 (1.09%) VMware Server
2 6 (1.09%) vSphere
Systems Management
1 11 (2.00%) Kubernetes
2 7 (1.27%) Single Sign-On
3 5 (0.91%) Ansible
3 5 (0.91%) Opscode Chef
3 5 (0.91%) Puppet
4 4 (0.73%) Docker Swarm
4 4 (0.73%) Mesos
5 2 (0.36%) Kibana
5 2 (0.36%) logstash
5 2 (0.36%) Nagios
5 2 (0.36%) Terraform
6 1 (0.18%) Business Desktop Deployment
6 1 (0.18%) MOM
Vendors
1 75 (13.61%) Oracle
2 73 (13.25%) Microsoft
3 36 (6.53%) Nintex
4 12 (2.18%) SAP
4 12 (2.18%) Sitecore
5 11 (2.00%) IBM
6 10 (1.81%) Sybase
7 8 (1.45%) Capita
7 8 (1.45%) Cognizant
7 8 (1.45%) Salesforce.com
7 8 (1.45%) Solace
8 7 (1.27%) TIBCO
9 6 (1.09%) Apigee
9 6 (1.09%) Apple
9 6 (1.09%) Atlassian
9 6 (1.09%) CA
9 6 (1.09%) Fiorano
9 6 (1.09%) Google
9 6 (1.09%) Red Hat
9 6 (1.09%) VMware