Period
to 21 May 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 21 May 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
UK > England
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 329 279 221
Rank change year-on-year -50 -58 -47
Permanent jobs citing UML 1,589 1,968 3,096
As % of all permanent IT jobs advertised in England 0.99% 1.24% 1.64%
As % of the Processes & Methodologies category 1.09% 1.37% 1.82%
Number of salaries quoted 1,252 1,658 2,588
England median annual salary £50,000 £52,500 £50,000
Median salary % change year-on-year -4.76% +5.00% +5.26%
10th Percentile £37,500 £36,000 £32,500
90th Percentile £82,500 £80,000 £77,500
UK median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% +5.26%

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 146,015 143,898 170,222
As % of all permanent IT jobs advertised in England 90.84% 90.47% 90.03%
Number of salaries quoted 118,403 118,828 143,161
England median annual salary £50,000 £50,000 £48,000
Median salary % change year-on-year - +4.17% +1.05%
10th Percentile £30,000 £28,108 £27,500
90th Percentile £82,500 £80,000 £77,500
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +3.26%

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 21 May 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 21 May 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 -73 499 £70,000 +12.00% 66
South East -24 388 £47,500 -5.00% 66
North of England +4 275 £52,500 -4.55% 26
South West -19 260 £47,500 - 49
Yorkshire +5 139 £52,500 -4.55% 9
North West +6 132 £50,000 - 12
Midlands -37 87 £45,000 -5.26% 39
East of England -89 77 £57,500 +21.05% 29
East Midlands -10 45 £38,000 -30.91% 14
West Midlands -35 42 £47,500 +5.56% 25
North East -14 4 £42,500 -37.04% 5
UML
UK

For the 6 months to 21 May 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.

1 864 (54.37%) Agile Software Development
2 467 (29.39%) Java
3 462 (29.07%) SQL
4 430 (27.06%) Finance
5 423 (26.62%) Software Engineering
6 403 (25.36%) OO
7 401 (25.24%) C#
8 397 (24.98%) Degree
9 366 (23.03%) C++
10 322 (20.26%) Scrum
11 319 (20.08%) JavaScript
12 318 (20.01%) Web Services
13 303 (19.07%) .NET
14 287 (18.06%) Use Case
15 267 (16.80%) SDLC
16 262 (16.49%) TOGAF
17 256 (16.11%) Microsoft
18 255 (16.05%) HTML
19 242 (15.23%) Security Cleared
20 236 (14.85%) TDD
21 235 (14.79%) CSS
22 227 (14.29%) Problem-Solving
23 221 (13.91%) XML
24 220 (13.85%) Oracle
25 216 (13.59%) Analytical Skills
26 208 (13.09%) C
27 207 (13.03%) SQL Server
28 206 (12.96%) Computer Science
29 200 (12.59%) Business Analysis
29 200 (12.59%) BPMN

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 60 (3.78%) SharePoint
2 49 (3.08%) Confluence
2 49 (3.08%) Oracle SOA Suite
2 49 (3.08%) Tomcat
3 41 (2.58%) WebLogic
4 37 (2.33%) JBoss
5 29 (1.83%) CMS
6 28 (1.76%) WebSphere
7 26 (1.64%) Apache
8 25 (1.57%) Elasticsearch
9 24 (1.51%) MQSeries
10 21 (1.32%) Jetty
11 19 (1.20%) WebSphere Application Server
12 18 (1.13%) SharePoint 2013
13 17 (1.07%) EPiServer
14 14 (0.88%) IIS
15 11 (0.69%) Apache Spark
16 10 (0.63%) OpenStack
16 10 (0.63%) Oracle Application Server
17 9 (0.57%) Apache ServiceMix
Applications
1 90 (5.66%) MS Visio
2 49 (3.08%) Microsoft Office
3 47 (2.96%) Microsoft Excel
4 26 (1.64%) Simulink
5 23 (1.45%) Microsoft Project
6 16 (1.01%) Microsoft PowerPoint
7 5 (0.31%) Stateflow
7 5 (0.31%) TargetLink
8 4 (0.25%) OrCAD
8 4 (0.25%) Photoshop
9 1 (0.063%) Open Workbench
9 1 (0.063%) S-PLUS
Business Applications
1 19 (1.20%) Dynamics AX
2 14 (0.88%) Dynamics CRM
3 12 (0.76%) Sonata
4 8 (0.50%) Magento
4 8 (0.50%) NetSuite
5 7 (0.44%) SAP CRM
5 7 (0.44%) SAP IS-U
6 6 (0.38%) Dynamics NAV
7 5 (0.31%) Teamcenter
8 4 (0.25%) Visualfiles
9 3 (0.19%) Oracle BPM
10 2 (0.13%) Oracle Retail
11 1 (0.063%) BusinessWorks
11 1 (0.063%) Distributed Ledger
11 1 (0.063%) Payment Gateway
11 1 (0.063%) SAP Hybris
Cloud Services
1 118 (7.43%) Microsoft Azure
2 113 (7.11%) Amazon AWS
3 40 (2.52%) SaaS
4 35 (2.20%) PaaS
5 27 (1.70%) IaaS
6 24 (1.51%) Google Cloud Platform
7 22 (1.38%) Cloud Computing
8 8 (0.50%) Serverless
8 8 (0.50%) SuccessFactors
9 7 (0.44%) Office 365
10 6 (0.38%) Slack
11 5 (0.31%) GitHub
11 5 (0.31%) npm
11 5 (0.31%) OpenShift
12 4 (0.25%) Amazon S3
12 4 (0.25%) AWS Lambda
12 4 (0.25%) Sage Pay
13 3 (0.19%) AWS CloudFormation
13 3 (0.19%) Boomi
14 2 (0.13%) IBM Blueworks
Communications & Networking
1 39 (2.45%) Internet
2 25 (1.57%) Intranet
3 18 (1.13%) Bluetooth
3 18 (1.13%) HTTP
4 17 (1.07%) 3GPP
4 17 (1.07%) 802.11
4 17 (1.07%) 802.15
4 17 (1.07%) MQTT
4 17 (1.07%) TCP/IP
4 17 (1.07%) Wi-Fi
4 17 (1.07%) ZigBee
5 12 (0.76%) Ethernet
6 9 (0.57%) Remote Desktop
7 8 (0.50%) Extranet
8 7 (0.44%) Network Security
9 6 (0.38%) Firewall
10 5 (0.31%) Wireshark
11 4 (0.25%) NAS
11 4 (0.25%) SAN
11 4 (0.25%) Wireless
Database & Business Intelligence
1 207 (13.03%) SQL Server
2 76 (4.78%) NoSQL
3 69 (4.34%) Relational Database
4 53 (3.34%) PostgreSQL
5 48 (3.02%) Big Data
6 45 (2.83%) MongoDB
6 45 (2.83%) MySQL
7 44 (2.77%) Hadoop
8 37 (2.33%) SQL Server Integration Services
9 34 (2.14%) Oracle Database
10 32 (2.01%) RDBMS
11 31 (1.95%) Data Warehouse
12 24 (1.51%) SQL Server Reporting Services
13 23 (1.45%) Geospatial Data
14 19 (1.20%) Redis
15 18 (1.13%) DB2
16 17 (1.07%) SQL Server 2014
16 17 (1.07%) SQL Server Analysis Services
17 16 (1.01%) Couchbase
17 16 (1.01%) Riak
Development Applications
1 146 (9.19%) Visual Studio
2 122 (7.68%) JIRA
3 108 (6.80%) Git (software)
4 90 (5.66%) Subversion
5 80 (5.03%) Team Foundation Server
6 76 (4.78%) NUnit
7 70 (4.41%) MSTest
8 68 (4.28%) Maven
9 59 (3.71%) Jenkins
10 49 (3.08%) JUnit
11 38 (2.39%) Ant
12 37 (2.33%) Gradle
13 36 (2.27%) Eclipse
14 34 (2.14%) Rational DOORS
15 32 (2.01%) Selenium
16 27 (1.70%) Jasmine
17 22 (1.38%) Rational Rhapsody
18 21 (1.32%) gulp
19 20 (1.26%) Cucumber
20 19 (1.20%) Mockito
General
1 430 (27.06%) Finance
2 91 (5.73%) Retail
3 83 (5.22%) Banking
4 42 (2.64%) Advertising
5 39 (2.45%) Electronics
5 39 (2.45%) Law
6 32 (2.01%) Back Office
6 32 (2.01%) Legal
7 31 (1.95%) Telecoms
8 30 (1.89%) Manufacturing
9 29 (1.83%) Marketing
10 24 (1.51%) Investment Banking
11 23 (1.45%) Financial Institution
12 19 (1.20%) Military
13 18 (1.13%) Local Government
14 17 (1.07%) Aerospace
15 14 (0.88%) Billing
16 13 (0.82%) Automotive
16 13 (0.82%) Games
17 9 (0.57%) Front Office
Job Titles
1 402 (25.30%) Analyst
2 355 (22.34%) Architect
3 354 (22.28%) Developer
4 305 (19.19%) Business Analyst
5 264 (16.61%) Software Engineer
6 149 (9.38%) Java Developer
7 137 (8.62%) Solutions Architect
8 118 (7.43%) Senior Developer
9 105 (6.61%) C# Developer
10 100 (6.29%) .NET Developer
11 91 (5.73%) C# .NET Developer
12 89 (5.60%) Consultant
13 88 (5.54%) Software Developer
14 87 (5.48%) C++ Software Engineer
15 77 (4.85%) Senior Software Engineer
16 59 (3.71%) Systems Analyst
17 58 (3.65%) C# Software Engineer
18 57 (3.59%) Systems Engineer
19 56 (3.52%) Senior Analyst
20 55 (3.46%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 318 (20.01%) Web Services
2 303 (19.07%) .NET
3 255 (16.05%) HTML
4 235 (14.79%) CSS
5 221 (13.91%) XML
6 152 (9.57%) ASP.NET
7 142 (8.94%) Spring
8 131 (8.24%) jQuery
9 127 (7.99%) SOAP
10 124 (7.80%) J2EE
11 116 (7.30%) REST
12 112 (7.05%) WPF
13 103 (6.48%) WCF
14 98 (6.17%) RESTful
14 98 (6.17%) XSLT
15 92 (5.79%) Hibernate
16 89 (5.60%) .NET Framework
17 79 (4.97%) AngularJS
18 77 (4.85%) ASP.NET MVC
19 73 (4.59%) Struts
Miscellaneous
1 216 (13.59%) Analytical Skills
2 206 (12.96%) Computer Science
3 94 (5.92%) Enterprise Software
4 89 (5.60%) Management Information System
5 66 (4.15%) User Experience
6 56 (3.52%) Self-Motivation
7 48 (3.02%) Embedded Systems
8 32 (2.01%) Fintech
9 29 (1.83%) Field-Programmable Gate Array
10 28 (1.76%) Algorithms
11 27 (1.70%) Data Structures
12 25 (1.57%) NHS
13 20 (1.26%) Greenfield Project
14 19 (1.20%) Taxonomies
15 18 (1.13%) Mobile App
16 16 (1.01%) N-Tier
17 13 (0.82%) Data Centre
18 12 (0.76%) Virtual Team
19 10 (0.63%) Clustering
20 9 (0.57%) Device Driver
Operating Systems
1 150 (9.44%) Linux
2 147 (9.25%) Windows
3 50 (3.15%) Unix
4 26 (1.64%) Android
5 20 (1.26%) Embedded Linux
6 17 (1.07%) FreeRTOS
6 17 (1.07%) Solaris
6 17 (1.07%) ThreadX
7 16 (1.01%) Apple iOS
8 11 (0.69%) Windows Server
9 7 (0.44%) Amazon Linux
9 7 (0.44%) HPUX
9 7 (0.44%) Red Hat Enterprise Linux
10 3 (0.19%) Windows NT
10 3 (0.19%) Windows Server 2008
11 2 (0.13%) Windows Phone
11 2 (0.13%) Windows Server 2003
12 1 (0.063%) Windows 8
12 1 (0.063%) Windows Server 2012
12 1 (0.063%) zOS
Processes & Methodologies
1 864 (54.37%) Agile Software Development
2 423 (26.62%) Software Engineering
3 403 (25.36%) OO
4 322 (20.26%) Scrum
5 287 (18.06%) Use Case
6 267 (16.80%) SDLC
7 262 (16.49%) TOGAF
8 236 (14.85%) TDD
9 227 (14.29%) Problem-Solving
10 200 (12.59%) BPMN
10 200 (12.59%) Business Analysis
11 199 (12.52%) SOA
12 189 (11.89%) Waterfall
13 185 (11.64%) Stakeholder Management
14 175 (11.01%) Continuous Integration
15 168 (10.57%) Project Management
16 144 (9.06%) MVC
17 136 (8.56%) Validation
18 131 (8.24%) Requirements Analysis
19 127 (7.99%) Open Source
Programming Languages
1 467 (29.39%) Java
2 462 (29.07%) SQL
3 401 (25.24%) C#
4 366 (23.03%) C++
5 319 (20.08%) JavaScript
6 208 (13.09%) C
7 132 (8.31%) T-SQL
8 125 (7.87%) PL/SQL
9 109 (6.86%) Python
10 32 (2.01%) Embedded C++
11 30 (1.89%) Embedded C
12 28 (1.76%) Perl
13 27 (1.70%) VB.NET
14 26 (1.64%) MATLAB
15 25 (1.57%) VB
16 23 (1.45%) Java 8
17 22 (1.38%) Bash Shell
17 22 (1.38%) Objective-C
18 21 (1.32%) VBA
19 20 (1.26%) PowerShell
Qualifications
1 397 (24.98%) Degree
2 242 (15.23%) Security Cleared
3 161 (10.13%) SC Cleared
4 105 (6.61%) Computer Science Degree
5 55 (3.46%) DV Cleared
6 49 (3.08%) ISEB
7 20 (1.26%) Microsoft Certification
8 19 (1.20%) ISTQB
9 18 (1.13%) MCPD
10 17 (1.07%) ISTQB Foundation Certification
11 15 (0.94%) APMP
11 15 (0.94%) PhD
11 15 (0.94%) TOGAF Certification
12 14 (0.88%) IIBA
13 9 (0.57%) PMI Certification
14 7 (0.44%) ITIL Certification
14 7 (0.44%) Numerate Degree
15 6 (0.38%) CBAP
15 6 (0.38%) PRINCE2 Certification
16 3 (0.19%) Sun Certification
Quality Assurance & Compliance
1 94 (5.92%) QA
2 29 (1.83%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 23 (1.45%) GDPR
3 23 (1.45%) ISO 9001
4 19 (1.20%) Data Quality
5 18 (1.13%) MISRA
6 13 (0.82%) Cyber Essentials
6 13 (0.82%) ISO/IEC 27001
7 11 (0.69%) PSD2
8 7 (0.44%) PMO
9 6 (0.38%) Def Stans
10 5 (0.31%) DO-178B
10 5 (0.31%) HAZOP
10 5 (0.31%) MiFID
10 5 (0.31%) PCI DSS
11 4 (0.25%) COBIT
11 4 (0.25%) DO-160
11 4 (0.25%) PA-DSS
11 4 (0.25%) SEPA
12 3 (0.19%) ISO 26262
System Software
1 54 (3.40%) Docker
2 33 (2.08%) Firmware
3 20 (1.26%) Active Directory
4 8 (0.50%) VMware Infrastructure
5 7 (0.44%) iptables
5 7 (0.44%) KVM
5 7 (0.44%) QEMU
5 7 (0.44%) VMware ESXi
5 7 (0.44%) VMware Server
5 7 (0.44%) vSphere
6 6 (0.38%) Apache Flume
6 6 (0.38%) HDFS
7 5 (0.31%) Virtual Machines
8 1 (0.063%) IAG
Systems Management
1 19 (1.20%) Kubernetes
2 18 (1.13%) Opscode Chef
3 15 (0.94%) Single Sign-On
4 7 (0.44%) Puppet
4 7 (0.44%) Terraform
5 6 (0.38%) Oozie
6 5 (0.31%) Ansible
7 4 (0.25%) Mesos
8 3 (0.19%) Docker Swarm
9 2 (0.13%) Kibana
9 2 (0.13%) logstash
9 2 (0.13%) MOM
9 2 (0.13%) SELinux
10 1 (0.063%) Business Desktop Deployment
10 1 (0.063%) CA Single Sign-On
10 1 (0.063%) Cobbler
10 1 (0.063%) HP Quality Center
10 1 (0.063%) Systems Management Server (SMS)
10 1 (0.063%) Tivoli
10 1 (0.063%) Tivoli Identity Manager
Vendors
1 256 (16.11%) Microsoft
2 220 (13.85%) Oracle
3 38 (2.39%) Atlassian
4 35 (2.20%) IBM
5 30 (1.89%) Salesforce.com
6 26 (1.64%) Google
6 26 (1.64%) VMware
7 19 (1.20%) Rackspace
8 16 (1.01%) CA
9 13 (0.82%) Apigee
9 13 (0.82%) Citrix
9 13 (0.82%) hybris
10 12 (0.76%) SAP
11 11 (0.69%) Sitecore
11 11 (0.69%) Tableau
11 11 (0.69%) TIBCO
12 10 (0.63%) Xamarin
13 9 (0.57%) ATG
13 9 (0.57%) Capita
13 9 (0.57%) Red Hat