Period
to 19 November 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 19 November 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
UK > England
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 320 303 243
Rank change year-on-year -17 -60 -30
Permanent jobs citing UML 1,488 1,856 2,561
As % of all permanent IT jobs advertised in England 0.99% 1.11% 1.44%
As % of the Processes & Methodologies category 1.08% 1.21% 1.58%
Number of salaries quoted 1,127 1,397 2,182
England median annual salary £56,500 £55,000 £52,500
Median salary % change year-on-year +2.73% +4.76% +5.00%
10th Percentile £37,500 £37,000 £35,000
90th Percentile £87,500 £85,000 £78,750
UK median annual salary £56,500 £55,000 £52,500
% change year-on-year +2.73% +4.76% +5.00%

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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 137,592 152,996 161,911
As % of all permanent IT jobs advertised in England 91.19% 91.49% 90.93%
Number of salaries quoted 110,453 121,818 135,886
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £29,750 £28,500 £28,000
90th Percentile £85,000 £80,000 £80,000
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

UML
Job Vacancy Trend in England

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

Job vacancy trend for UML in England

UML
Salary Trend in England

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

Salary trend for UML in England

UML
Salary Histogram in England

The salary distribution of IT jobs citing UML in England over the 6 months to 19 November 2018.

Salary histogram for UML in England

UML
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing UML within the England region over the 6 months to 19 November 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
London -36 515 £76,000 +8.57% 50
South East -5 339 £50,000 - 48
South West +41 275 £47,500 +5.56% 38
North of England -26 176 £50,000 -4.76% 26
Midlands -46 118 £47,500 -13.64% 45
Yorkshire +12 82 £57,500 +4.55% 8
West Midlands -15 82 £50,000 -9.09% 32
North West -48 78 £50,000 - 16
East of England -31 73 £57,500 +15.00% 30
East Midlands -16 36 £40,000 -23.81% 13
North East +8 16 £37,500 -6.25% 2
UML
UK

For the 6 months to 19 November 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 England region with a requirement for UML.

1 883 (59.34%) Agile Software Development
2 470 (31.59%) Java
3 411 (27.62%) SQL
4 391 (26.28%) Finance
5 383 (25.74%) Software Engineering
6 363 (24.40%) Degree
7 351 (23.59%) C#
8 348 (23.39%) OO
9 341 (22.92%) Security Cleared
10 339 (22.78%) Scrum
11 338 (22.72%) JavaScript
12 315 (21.17%) Business Analysis
13 296 (19.89%) .NET
14 292 (19.62%) C++
15 286 (19.22%) HTML
16 284 (19.09%) Use Case
17 283 (19.02%) TOGAF
18 282 (18.95%) CSS
19 280 (18.82%) Waterfall
20 271 (18.21%) Continuous Integration
21 259 (17.41%) Web Services
22 239 (16.06%) Analytical Skills
23 238 (15.99%) Project Management
24 237 (15.93%) SQL Server
25 234 (15.73%) C
26 231 (15.52%) SOA
27 217 (14.58%) XML
28 209 (14.05%) TDD
29 208 (13.98%) BPMN
30 205 (13.78%) Problem-Solving

UML
Co-occurring IT Skills in England 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 93 (6.25%) SharePoint
2 64 (4.30%) Apache
3 37 (2.49%) WebLogic
4 34 (2.28%) JBoss
5 33 (2.22%) Oracle SOA Suite
6 30 (2.02%) Tomcat
7 20 (1.34%) WebSphere
8 19 (1.28%) Confluence
9 16 (1.08%) Elasticsearch
10 14 (0.94%) Jetty
11 13 (0.87%) CMS
12 11 (0.74%) Mule
13 10 (0.67%) Apache ServiceMix
13 10 (0.67%) SharePoint 2013
14 9 (0.60%) Alfresco
14 9 (0.60%) Joomla!
14 9 (0.60%) OpenStack
15 8 (0.54%) Cloud Foundry
16 7 (0.47%) BizTalk Server
16 7 (0.47%) SAS
Applications
1 70 (4.70%) MS Visio
2 34 (2.28%) Microsoft Office
3 24 (1.61%) Microsoft Excel
4 17 (1.14%) Microsoft PowerPoint
5 15 (1.01%) Microsoft Project
6 8 (0.54%) Simulink
7 4 (0.27%) Doxygen
7 4 (0.27%) Stateflow
8 3 (0.20%) TargetLink
9 2 (0.13%) Chatbot
9 2 (0.13%) Spreadsheet
10 1 (0.067%) OmniGraffle
10 1 (0.067%) Photoshop
Business Applications
1 67 (4.50%) Dynamics CRM
2 2 (0.13%) Oracle BPM
3 1 (0.067%) BASE24
3 1 (0.067%) BusinessWorks
3 1 (0.067%) Payment Gateway
3 1 (0.067%) Postilion
3 1 (0.067%) SAP CRM
3 1 (0.067%) SAP IS-U
3 1 (0.067%) Visualfiles
Cloud Services
1 179 (12.03%) Amazon AWS
2 166 (11.16%) Microsoft Azure
3 50 (3.36%) SaaS
4 45 (3.02%) PaaS
5 36 (2.42%) Google Cloud Platform
6 27 (1.81%) GitHub
7 24 (1.61%) Cloud Computing
8 21 (1.41%) IaaS
9 8 (0.54%) OpenShift
10 7 (0.47%) Data Lake Analytics
11 5 (0.34%) IBM Cloud
12 4 (0.27%) Serverless
13 3 (0.20%) Amazon EMR
13 3 (0.20%) Dynamics 365
13 3 (0.20%) Lucidchart
13 3 (0.20%) npm
14 2 (0.13%) Amazon S3
14 2 (0.13%) Azure Functions
14 2 (0.13%) G Suite
14 2 (0.13%) Office 365
Communications & Networking
1 41 (2.76%) Internet
2 31 (2.08%) TCP/IP
3 27 (1.81%) HTTP
4 15 (1.01%) DNS
5 14 (0.94%) SSL
6 13 (0.87%) Intranet
7 12 (0.81%) HTTPS
8 10 (0.67%) DHCP
8 10 (0.67%) Extranet
8 10 (0.67%) Wireless
9 6 (0.40%) Ethernet
10 5 (0.34%) DAB
11 4 (0.27%) Firewall
11 4 (0.27%) Network Security
11 4 (0.27%) Remote Desktop
12 3 (0.20%) 4G
12 3 (0.20%) 5G
12 3 (0.20%) LTE
12 3 (0.20%) Modbus
12 3 (0.20%) Wireshark
Database & Business Intelligence
1 237 (15.93%) SQL Server
2 121 (8.13%) Relational Database
3 92 (6.18%) NoSQL
4 91 (6.12%) Big Data
5 69 (4.64%) PostgreSQL
6 68 (4.57%) Data Warehouse
7 62 (4.17%) MongoDB
8 59 (3.97%) MySQL
9 53 (3.56%) RDBMS
10 42 (2.82%) Hadoop
11 22 (1.48%) Redis
11 22 (1.48%) SQL Server 2012
12 20 (1.34%) Oracle Reports
13 19 (1.28%) Data Lake
13 19 (1.28%) SQL Server 2008
14 18 (1.21%) SQL Server 2014
14 18 (1.21%) SQL Server Reporting Services
15 17 (1.14%) Blockchain
16 16 (1.08%) Geospatial Data
16 16 (1.08%) Power BI
Development Applications
1 118 (7.93%) Maven
2 96 (6.45%) Jenkins
3 95 (6.38%) Git (software)
4 86 (5.78%) Team Foundation Server
5 80 (5.38%) Subversion
6 73 (4.91%) Visual Studio Team System
7 61 (4.10%) NUnit
8 58 (3.90%) JIRA
9 57 (3.83%) Visual Studio
10 52 (3.49%) MSTest
11 51 (3.43%) Eclipse
12 43 (2.89%) JUnit
13 32 (2.15%) Octopus Deploy
14 27 (1.81%) Ant
15 24 (1.61%) Rational DOORS
15 24 (1.61%) Rational Rhapsody
15 24 (1.61%) Sonatype Nexus
16 20 (1.34%) Apache Ivy
17 15 (1.01%) Bitbucket
17 15 (1.01%) Rational Rose
General
1 391 (26.28%) Finance
2 118 (7.93%) Retail
3 78 (5.24%) Telecoms
4 67 (4.50%) Advertising
5 64 (4.30%) Aerospace
6 57 (3.83%) Banking
7 45 (3.02%) Manufacturing
8 42 (2.82%) Electronics
9 38 (2.55%) Marketing
10 33 (2.22%) Law
11 29 (1.95%) Automotive
12 24 (1.61%) Financial Institution
13 20 (1.34%) Local Government
14 19 (1.28%) Legal
15 18 (1.21%) Games
16 15 (1.01%) Investment Banking
17 14 (0.94%) Military
18 12 (0.81%) Front Office
19 8 (0.54%) Retail Banking
20 6 (0.40%) French Language
Job Titles
1 444 (29.84%) Architect
2 351 (23.59%) Analyst
3 323 (21.71%) Business Analyst
4 285 (19.15%) Developer
5 236 (15.86%) Software Engineer
6 222 (14.92%) Solutions Architect
7 134 (9.01%) Java Developer
8 78 (5.24%) Senior Developer
9 72 (4.84%) Senior Analyst
10 71 (4.77%) Senior Business Analyst
11 67 (4.50%) Lead Business Analyst
12 66 (4.44%) Technical Architect
13 63 (4.23%) C++ Software Engineer
14 57 (3.83%) Senior Software Engineer
15 53 (3.56%) Consultant
16 52 (3.49%) C# Software Engineer
16 52 (3.49%) Systems Engineer
17 51 (3.43%) C# Developer
17 51 (3.43%) Senior Architect
18 48 (3.23%) Software Developer
Libraries, Frameworks & Software Standards
1 296 (19.89%) .NET
2 286 (19.22%) HTML
3 282 (18.95%) CSS
4 259 (17.41%) Web Services
5 217 (14.58%) XML
6 157 (10.55%) Spring
7 156 (10.48%) jQuery
8 104 (6.99%) React
8 104 (6.99%) REST
9 97 (6.52%) RESTful
10 96 (6.45%) SOAP
11 90 (6.05%) Hibernate
12 88 (5.91%) ASP.NET
12 88 (5.91%) Entity Framework
13 87 (5.85%) Middleware
14 86 (5.78%) J2EE
15 85 (5.71%) .NET Framework
16 84 (5.65%) Twitter Bootstrap
17 83 (5.58%) HTML5
18 75 (5.04%) AngularJS
Miscellaneous
1 239 (16.06%) Analytical Skills
2 203 (13.64%) Computer Science
3 94 (6.32%) N-Tier
4 92 (6.18%) User Experience
5 91 (6.12%) Management Information System
6 68 (4.57%) Self-Motivation
7 66 (4.44%) Enterprise Software
8 46 (3.09%) Embedded Systems
8 46 (3.09%) FMCG
9 35 (2.35%) Fintech
10 31 (2.08%) Mobile App
11 27 (1.81%) RIA
12 21 (1.41%) Greenfield Project
13 19 (1.28%) Field-Programmable Gate Array
14 14 (0.94%) Clustering
14 14 (0.94%) Virtual Team
15 12 (0.81%) iPhone
15 12 (0.81%) Public Cloud
15 12 (0.81%) State Machine
16 11 (0.74%) PMI
Operating Systems
1 189 (12.70%) Linux
2 149 (10.01%) Windows
3 88 (5.91%) Android
4 74 (4.97%) Apple iOS
5 39 (2.62%) Unix
6 16 (1.08%) Ubuntu
6 16 (1.08%) Windows Phone
7 10 (0.67%) Embedded Linux
8 9 (0.60%) CentOS
8 9 (0.60%) Red Hat Enterprise Linux
9 7 (0.47%) Windows Server
10 6 (0.40%) Windows NT
10 6 (0.40%) Windows Server 2008
11 5 (0.34%) Windows Server 2003
12 4 (0.27%) Windows Phone 8
13 1 (0.067%) Windows 10
13 1 (0.067%) Windows Embedded Compact
Processes & Methodologies
1 883 (59.34%) Agile Software Development
2 383 (25.74%) Software Engineering
3 348 (23.39%) OO
4 339 (22.78%) Scrum
5 315 (21.17%) Business Analysis
6 284 (19.09%) Use Case
7 283 (19.02%) TOGAF
8 280 (18.82%) Waterfall
9 271 (18.21%) Continuous Integration
10 238 (15.99%) Project Management
11 231 (15.52%) SOA
12 209 (14.05%) TDD
13 208 (13.98%) BPMN
14 205 (13.78%) Problem-Solving
15 193 (12.97%) SDLC
16 181 (12.16%) User Stories
17 168 (11.29%) Data Modelling
18 163 (10.95%) Stakeholder Management
19 152 (10.22%) MVC
20 150 (10.08%) Enterprise Architecture
Programming Languages
1 470 (31.59%) Java
2 411 (27.62%) SQL
3 351 (23.59%) C#
4 338 (22.72%) JavaScript
5 292 (19.62%) C++
6 234 (15.73%) C
7 145 (9.74%) T-SQL
8 100 (6.72%) Python
9 59 (3.97%) PL/SQL
10 30 (2.02%) Shell Script
11 29 (1.95%) Ada
11 29 (1.95%) Embedded C
12 27 (1.81%) Java 8
13 20 (1.34%) PowerShell
14 18 (1.21%) PHP
15 15 (1.01%) Objective-C
16 14 (0.94%) Bash Shell
17 13 (0.87%) Perl
18 11 (0.74%) VB.NET
18 11 (0.74%) VC++
Qualifications
1 363 (24.40%) Degree
2 341 (22.92%) Security Cleared
3 154 (10.35%) SC Cleared
4 93 (6.25%) Computer Science Degree
5 90 (6.05%) DV Cleared
6 84 (5.65%) ISEB
7 24 (1.61%) TOGAF Certification
8 21 (1.41%) PMI Certification
9 17 (1.14%) CBAP
10 13 (0.87%) Chartered Engineer
11 12 (0.81%) APMP
12 10 (0.67%) Master's Degree
12 10 (0.67%) MCPD
12 10 (0.67%) Microsoft Certification
12 10 (0.67%) PMP
13 9 (0.60%) PRINCE2 Certification
14 8 (0.54%) Numerate Degree
15 7 (0.47%) PhD
16 6 (0.40%) IIBA
17 5 (0.34%) MOS
Quality Assurance & Compliance
1 117 (7.86%) QA
2 40 (2.69%) ISO/IEC 27001
3 38 (2.55%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 29 (1.95%) Cyber Essentials
5 23 (1.55%) MISRA
6 22 (1.48%) Data Quality
7 20 (1.34%) GDPR
7 20 (1.34%) ISO 9001
8 14 (0.94%) ECSS
9 13 (0.87%) ISO/IEC 15288
10 12 (0.81%) DO-178B
11 11 (0.74%) MISRA C
11 11 (0.74%) PMO
12 10 (0.67%) COBIT
13 9 (0.60%) DICOM
14 7 (0.47%) ISO/IEC 12207
14 7 (0.47%) ISO/IEC 20000
15 6 (0.40%) Def Stans
16 4 (0.27%) ISO 26262
16 4 (0.27%) SLA
System Software
1 54 (3.63%) Docker
2 29 (1.95%) Firmware
3 7 (0.47%) Active Directory
4 5 (0.34%) VirtualBox
4 5 (0.34%) VMware Infrastructure
5 1 (0.067%) HDFS
5 1 (0.067%) KVM
5 1 (0.067%) QEMU
5 1 (0.067%) Virtual Machines
Systems Management
1 23 (1.55%) Kubernetes
2 14 (0.94%) HP Quality Center
3 11 (0.74%) Terraform
4 9 (0.60%) Ansible
5 4 (0.27%) Opscode Chef
5 4 (0.27%) PTC Integrity
6 3 (0.20%) Single Sign-On
7 2 (0.13%) Nagios
7 2 (0.13%) Packer
7 2 (0.13%) Puppet
8 1 (0.067%) Cobbler
8 1 (0.067%) Docker Swarm
8 1 (0.067%) Mesos
Vendors
1 204 (13.71%) Microsoft
2 135 (9.07%) Oracle
3 63 (4.23%) Nintex
4 54 (3.63%) Google
5 28 (1.88%) IBM
6 26 (1.75%) Atlassian
7 24 (1.61%) SAP
8 21 (1.41%) VMware
9 20 (1.34%) Sybase
10 13 (0.87%) Cisco
10 13 (0.87%) Rackspace
10 13 (0.87%) Tableau
10 13 (0.87%) Xamarin
11 12 (0.81%) Teradata
12 10 (0.67%) Solace
12 10 (0.67%) Splunk
12 10 (0.67%) WorldPay
13 9 (0.60%) Red Hat
14 8 (0.54%) Apple
14 8 (0.54%) Citrix