Period
to 22 October 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 22 October 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
England > London
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 388 339 262
Rank change year-on-year -49 -77 -29
Permanent jobs citing UML 519 716 991
As % of all permanent IT jobs advertised in London 0.76% 0.96% 1.30%
As % of the Processes & Methodologies category 0.83% 1.04% 1.41%
Number of salaries quoted 410 501 773
London median annual salary £75,000 £70,000 £61,500
Median salary % change year-on-year +7.14% +13.82% +2.50%
10th Percentile £45,000 £46,250 £43,250
90th Percentile £92,625 £92,500 £83,750
England median annual salary £55,000 £55,000 £52,000
% change year-on-year - +5.77% +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 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 62,398 68,872 70,216
As % of all permanent IT jobs advertised in London 91.70% 92.82% 92.00%
Number of salaries quoted 50,147 52,704 60,580
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £35,000 £35,000 £33,500
90th Percentile £95,000 £90,000 £87,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 October 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 22 October 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 -44 132 £72,500 +3.57% 16
South London +15 34 £85,000 +47.83% 1
West London +4 17 £47,500 -20.83% 4
East London -7 9 £67,500 +8.00% 2
North London - 9 £45,000 - 1
UML
England

For the 6 months to 22 October 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.

1 318 (61.27%) Agile Software Development
2 206 (39.69%) Java
3 181 (34.87%) Finance
4 156 (30.06%) C#
4 156 (30.06%) SQL
5 152 (29.29%) JavaScript
6 150 (28.90%) .NET
7 129 (24.86%) OO
7 129 (24.86%) Waterfall
8 127 (24.47%) SOA
9 125 (24.08%) CSS
10 119 (22.93%) Microservices
11 117 (22.54%) Scrum
12 113 (21.77%) SQL Server
13 109 (21.00%) Amazon AWS
13 109 (21.00%) Computer Science
14 108 (20.81%) Degree
15 102 (19.65%) Web Services
16 97 (18.69%) TOGAF
17 96 (18.50%) Microsoft Azure
18 89 (17.15%) Analytical Skills
19 86 (16.57%) Business Analysis
20 84 (16.18%) Continuous Integration
21 83 (15.99%) HTML
22 81 (15.61%) Project Management
22 81 (15.61%) Test Automation
23 79 (15.22%) CRM
24 77 (14.84%) T-SQL
24 77 (14.84%) MVC
25 74 (14.26%) Stakeholder Management

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 64 (12.33%) SharePoint
2 21 (4.05%) Apache
3 14 (2.70%) Tomcat
4 12 (2.31%) Oracle SOA Suite
5 11 (2.12%) WebLogic
6 10 (1.93%) Mule
7 9 (1.73%) Confluence
8 8 (1.54%) Jetty
9 7 (1.35%) JBoss
10 5 (0.96%) SAS
11 4 (0.77%) Appian
12 2 (0.39%) Apache Spark
12 2 (0.39%) BizTalk Server
12 2 (0.39%) Elasticsearch
12 2 (0.39%) IIS
12 2 (0.39%) MS Exchange
12 2 (0.39%) WebSphere
13 1 (0.19%) CMS
13 1 (0.19%) Documentum
13 1 (0.19%) Drupal
Applications
1 17 (3.28%) MS Visio
2 16 (3.08%) Microsoft Office
3 9 (1.73%) Microsoft PowerPoint
4 6 (1.16%) Microsoft Excel
5 4 (0.77%) Microsoft Project
6 2 (0.39%) Chatbot
6 2 (0.39%) Spreadsheet
7 1 (0.19%) OmniGraffle
Business Applications
1 64 (12.33%) Dynamics CRM
2 4 (0.77%) SAP CRM
2 4 (0.77%) SAP IS-U
3 1 (0.19%) Dynamics AX
3 1 (0.19%) NetSuite
3 1 (0.19%) Payment Gateway
Cloud Services
1 109 (21.00%) Amazon AWS
2 96 (18.50%) Microsoft Azure
3 18 (3.47%) SaaS
4 15 (2.89%) PaaS
5 9 (1.73%) IaaS
6 6 (1.16%) Data Lake Analytics
7 5 (0.96%) Cloud Computing
8 4 (0.77%) Serverless
9 3 (0.58%) Office 365
10 2 (0.39%) Amazon CloudWatch
10 2 (0.39%) Amazon EMR
10 2 (0.39%) AWS CloudFormation
10 2 (0.39%) Dynamics 365
10 2 (0.39%) Google Cloud Platform
11 1 (0.19%) Apigee
11 1 (0.19%) AWS Lambda
11 1 (0.19%) Azure Data Factory
11 1 (0.19%) IBM Cloud
11 1 (0.19%) npm
11 1 (0.19%) OneDrive
Communications & Networking
1 7 (1.35%) Intranet
2 6 (1.16%) Extranet
3 2 (0.39%) DVB
3 2 (0.39%) HbbTV
3 2 (0.39%) Internet
3 2 (0.39%) VoIP
4 1 (0.19%) HTTP
4 1 (0.19%) HTTPS
4 1 (0.19%) SSL
Database & Business Intelligence
1 113 (21.77%) SQL Server
2 50 (9.63%) NoSQL
3 41 (7.90%) Relational Database
4 37 (7.13%) Data Warehouse
5 28 (5.39%) Big Data
6 20 (3.85%) MongoDB
7 19 (3.66%) RDBMS
8 14 (2.70%) Blockchain
9 11 (2.12%) MySQL
10 10 (1.93%) Oracle Reports
11 8 (1.54%) Hadoop
12 7 (1.35%) Data Lake
12 7 (1.35%) Neo4j
12 7 (1.35%) Redis
13 6 (1.16%) Cosmos DB
14 5 (0.96%) PostgreSQL
14 5 (0.96%) SQL Server Reporting Services
14 5 (0.96%) StreamInsight
15 4 (0.77%) SQL Server Analysis Services
15 4 (0.77%) SQL Server Integration Services
Development Applications
1 68 (13.10%) Team Foundation Server
2 67 (12.91%) Visual Studio Team System
3 40 (7.71%) Jenkins
4 26 (5.01%) Octopus Deploy
5 23 (4.43%) Git (software)
6 19 (3.66%) JIRA
6 19 (3.66%) JUnit
7 18 (3.47%) Maven
8 13 (2.50%) Mockito
9 12 (2.31%) Eclipse
10 11 (2.12%) Cucumber
11 8 (1.54%) Visual Studio
12 7 (1.35%) ERwin
12 7 (1.35%) PowerDesigner
12 7 (1.35%) Sonatype Nexus
12 7 (1.35%) Subversion
13 5 (0.96%) ER Studio
13 5 (0.96%) NetBeans
14 2 (0.39%) Bitbucket
14 2 (0.39%) InstallShield
General
1 181 (34.87%) Finance
2 44 (8.48%) Banking
3 34 (6.55%) Advertising
4 27 (5.20%) Retail
5 22 (4.24%) Financial Institution
6 17 (3.28%) Investment Banking
7 12 (2.31%) Telecoms
8 10 (1.93%) Front Office
8 10 (1.93%) Marketing
9 8 (1.54%) Legal
10 7 (1.35%) Back Office
11 5 (0.96%) Digital Economy
11 5 (0.96%) Retail Banking
12 3 (0.58%) Billing
12 3 (0.58%) Games
12 3 (0.58%) Law
12 3 (0.58%) Local Government
13 2 (0.39%) Electronics
13 2 (0.39%) Pharmaceutical
14 1 (0.19%) Aerospace
Job Titles
1 250 (48.17%) Architect
2 156 (30.06%) Solutions Architect
3 113 (21.77%) Developer
4 89 (17.15%) Analyst
5 80 (15.41%) Business Analyst
6 58 (11.18%) Java Developer
7 43 (8.29%) Technical Architect
8 39 (7.51%) Senior Architect
9 34 (6.55%) Senior Developer
10 28 (5.39%) Java Architect
11 27 (5.20%) Senior Solutions Architect
12 23 (4.43%) Applications Architect
12 23 (4.43%) Software Architect
13 19 (3.66%) Data Architect
13 19 (3.66%) Technical Leader
14 17 (3.28%) Lead Business Analyst
15 16 (3.08%) Senior Analyst
15 16 (3.08%) Senior Business Analyst
16 15 (2.89%) Azure Architect
16 15 (2.89%) Java Solutions Architect
Libraries, Frameworks & Software Standards
1 150 (28.90%) .NET
2 125 (24.08%) CSS
3 102 (19.65%) Web Services
4 83 (15.99%) HTML
5 74 (14.26%) React
6 72 (13.87%) jQuery
7 71 (13.68%) ASP.NET Web API
8 69 (13.29%) Twitter Bootstrap
9 67 (12.91%) Entity Framework
10 58 (11.18%) .NET Core
11 43 (8.29%) .NET Framework
12 38 (7.32%) Spring
13 33 (6.36%) REST
14 30 (5.78%) XML
15 24 (4.62%) J2EE
16 20 (3.85%) Middleware
17 19 (3.66%) AngularJS
18 15 (2.89%) Java EE
19 14 (2.70%) Kafka
20 13 (2.50%) Hibernate
Miscellaneous
1 109 (21.00%) Computer Science
2 89 (17.15%) Analytical Skills
3 72 (13.87%) N-Tier
4 29 (5.59%) User Experience
5 27 (5.20%) Fintech
6 25 (4.82%) Enterprise Software
7 16 (3.08%) Management Information System
8 15 (2.89%) FMCG
8 15 (2.89%) Greenfield Project
9 12 (2.31%) State Machine
10 11 (2.12%) Bitcoin
10 11 (2.12%) Self-Motivation
11 10 (1.93%) Cyberthreat
12 9 (1.73%) Algorithms
12 9 (1.73%) Mobile App
12 9 (1.73%) Virtual Team
13 7 (1.35%) Public Cloud
14 5 (0.96%) Cloud Native
14 5 (0.96%) Data Structures
15 4 (0.77%) Life Science
Operating Systems
1 45 (8.67%) Linux
2 23 (4.43%) Windows
3 13 (2.50%) Unix
4 3 (0.58%) Android
5 2 (0.39%) Embedded Linux
6 1 (0.19%) Windows 10
6 1 (0.19%) Windows Phone
Processes & Methodologies
1 318 (61.27%) Agile Software Development
2 129 (24.86%) OO
2 129 (24.86%) Waterfall
3 127 (24.47%) SOA
4 119 (22.93%) Microservices
5 117 (22.54%) Scrum
6 97 (18.69%) TOGAF
7 86 (16.57%) Business Analysis
8 84 (16.18%) Continuous Integration
9 81 (15.61%) Project Management
9 81 (15.61%) Test Automation
10 79 (15.22%) CRM
11 77 (14.84%) MVC
12 74 (14.26%) SOLID
12 74 (14.26%) Stakeholder Management
13 72 (13.87%) Deployment Automation
13 72 (13.87%) Software Engineering
14 71 (13.68%) Open Source
14 71 (13.68%) Problem-Solving
15 69 (13.29%) Use Case
Programming Languages
1 206 (39.69%) Java
2 156 (30.06%) C#
2 156 (30.06%) SQL
3 152 (29.29%) JavaScript
4 77 (14.84%) T-SQL
5 56 (10.79%) Python
6 45 (8.67%) C++
7 39 (7.51%) C
8 18 (3.47%) Java 8
9 11 (2.12%) PowerShell
10 10 (1.93%) Shell Script
11 9 (1.73%) Perl
12 8 (1.54%) Bash Shell
12 8 (1.54%) R
12 8 (1.54%) VC++
13 7 (1.35%) Cypher
14 5 (0.96%) Ada
14 5 (0.96%) Ruby
15 4 (0.77%) Embedded C++
16 3 (0.58%) PHP
Qualifications
1 108 (20.81%) Degree
2 62 (11.95%) Security Cleared
3 52 (10.02%) Computer Science Degree
4 43 (8.29%) SC Cleared
5 18 (3.47%) DV Cleared
6 14 (2.70%) ISEB
7 12 (2.31%) PhD
8 8 (1.54%) Master's Degree
8 8 (1.54%) Numerate Degree
9 7 (1.35%) TOGAF Certification
10 4 (0.77%) CBAP
10 4 (0.77%) PMI Certification
11 3 (0.58%) CISSP
11 3 (0.58%) HND
11 3 (0.58%) PMP
11 3 (0.58%) PRINCE2 Certification
12 2 (0.39%) CFA
12 2 (0.39%) MOS
13 1 (0.19%) BPSS Clearance
13 1 (0.19%) IIBA
Quality Assurance & Compliance
1 59 (11.37%) QA
2 13 (2.50%) GDPR
3 10 (1.93%) Data Quality
4 5 (0.96%) DO-178B
4 5 (0.96%) ISO/IEC 12207
4 5 (0.96%) MISRA
4 5 (0.96%) MISRA C
5 4 (0.77%) COBIT
5 4 (0.77%) PSD2
6 3 (0.58%) SEPA
7 2 (0.39%) Basel III
7 2 (0.39%) ISO 9001
7 2 (0.39%) ISO/IEC 20000
8 1 (0.19%) HL7
8 1 (0.19%) PCI DSS
System Software
1 18 (3.47%) Docker
Systems Management
1 13 (2.50%) Kubernetes
2 8 (1.54%) Terraform
3 3 (0.58%) Single Sign-On
4 2 (0.39%) Nagios
5 1 (0.19%) Ansible
5 1 (0.19%) Business Desktop Deployment
5 1 (0.19%) Docker Swarm
5 1 (0.19%) Mesos
5 1 (0.19%) MOM
5 1 (0.19%) Opscode Chef
5 1 (0.19%) Puppet
Vendors
1 67 (12.91%) Microsoft
2 58 (11.18%) Nintex
3 37 (7.13%) Oracle
4 12 (2.31%) Sybase
5 10 (1.93%) Solace
6 8 (1.54%) Tradeweb
7 7 (1.35%) Apple
7 7 (1.35%) SAP
7 7 (1.35%) WorldPay
8 5 (0.96%) Google
8 5 (0.96%) IDERA
9 4 (0.77%) Sitecore
10 3 (0.58%) IBM
10 3 (0.58%) MuleSoft
10 3 (0.58%) Salesforce.com
11 2 (0.39%) Cognizant
11 2 (0.39%) ForgeRock
11 2 (0.39%) hybris
11 2 (0.39%) MicroStrategy
11 2 (0.39%) Tableau