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

Unified Modeling Language (UML)
UK > England
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 325 240 213
Rank change year-on-year -85 -27 -38
Permanent jobs citing UML 1,566 2,337 3,215
As % of all permanent IT jobs advertised in England 0.96% 1.42% 1.62%
As % of the Processes & Methodologies category 1.07% 1.58% 1.83%
Number of salaries quoted 1,236 2,027 2,758
England median annual salary £53,000 £52,500 £50,000
Median salary % change year-on-year +0.95% +5.00% +5.26%
10th Percentile £37,500 £35,450 £32,500
90th Percentile £82,500 £77,500 £75,000
UK median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +7.53%

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 146,535 147,560 175,996
As % of all permanent IT jobs advertised in England 89.87% 89.54% 88.84%
Number of salaries quoted 119,840 122,505 147,346
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £29,500 £28,500 £27,804
90th Percentile £81,250 £80,000 £77,500
UK median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +5.56%

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 18 February 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 18 February 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 -96 514 £70,000 +16.67% 66
South East -57 380 £50,000 +5.26% 63
North of England -38 262 £50,000 +5.26% 44
South West -36 195 £47,500 -5.00% 47
North West -40 135 £50,000 +5.26% 21
Yorkshire -2 124 £52,500 +10.53% 18
Midlands -64 123 £50,000 +5.26% 28
East of England -97 81 £50,000 +5.26% 36
West Midlands -25 68 £50,000 - 15
East Midlands -39 49 £40,000 -11.11% 12
North East -40 3 £35,000 +11.11% 5
UML
UK

For the 6 months to 18 February 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.

1 795 (50.77%) Agile Software Development
2 488 (31.16%) SQL
3 461 (29.44%) Java
4 452 (28.86%) Finance
5 417 (26.63%) Software Engineering
6 415 (26.50%) OO
7 352 (22.48%) C#
8 346 (22.09%) Web Services
9 342 (21.84%) C++
10 339 (21.65%) Degree
11 307 (19.60%) Scrum
12 280 (17.88%) SDLC
13 277 (17.69%) .NET
14 265 (16.92%) JavaScript
15 258 (16.48%) Use Case
16 254 (16.22%) Microsoft
17 242 (15.45%) Oracle
18 241 (15.39%) HTML
18 241 (15.39%) SOA
19 231 (14.75%) TOGAF
20 230 (14.69%) XML
21 216 (13.79%) SQL Server
22 214 (13.67%) CSS
23 207 (13.22%) Business Analysis
24 199 (12.71%) Security Cleared
25 198 (12.64%) Computer Science
26 188 (12.01%) Analytical Skills
27 184 (11.75%) Stakeholder Management
28 182 (11.62%) Continuous Integration
29 180 (11.49%) TDD

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 53 (3.38%) CMS
2 52 (3.32%) SharePoint
3 49 (3.13%) Oracle SOA Suite
4 46 (2.94%) WebSphere
5 44 (2.81%) Tomcat
6 41 (2.62%) WebLogic
7 32 (2.04%) Apache
7 32 (2.04%) JBoss
8 28 (1.79%) EPiServer
9 26 (1.66%) MQSeries
10 20 (1.28%) Confluence
10 20 (1.28%) WebSphere Application Server
11 19 (1.21%) Jetty
12 16 (1.02%) SharePoint 2013
13 13 (0.83%) Elasticsearch
14 9 (0.57%) Joomla!
15 8 (0.51%) IIS
15 8 (0.51%) Mule
15 8 (0.51%) SharePoint 2010
16 7 (0.45%) Alfresco
Applications
1 58 (3.70%) MS Visio
2 42 (2.68%) Microsoft Office
3 34 (2.17%) Microsoft Excel
4 30 (1.92%) Simulink
5 12 (0.77%) Microsoft PowerPoint
6 11 (0.70%) Microsoft Project
7 4 (0.26%) InfoPath
7 4 (0.26%) OrCAD
7 4 (0.26%) Spreadsheet
8 2 (0.13%) Mathcad
8 2 (0.13%) OmniGraffle
8 2 (0.13%) Open Workbench
9 1 (0.064%) Stateflow
9 1 (0.064%) TargetLink
Business Applications
1 22 (1.40%) Dynamics CRM
2 11 (0.70%) Dynamics AX
3 7 (0.45%) BusinessWorks
3 7 (0.45%) Sonata
3 7 (0.45%) TIBCO BusinessEvents
4 6 (0.38%) Magento
5 4 (0.26%) Teamcenter
6 3 (0.19%) Distributed Ledger
6 3 (0.19%) JDE EnterpriseOne
6 3 (0.19%) Oracle BPM
7 2 (0.13%) Dynamics NAV
7 2 (0.13%) Maximo
7 2 (0.13%) NetSuite
7 2 (0.13%) Oracle Retail
7 2 (0.13%) SAP CRM
7 2 (0.13%) SAP IS-U
8 1 (0.064%) SAP Hybris
8 1 (0.064%) Visualfiles
Cloud Services
1 85 (5.43%) Microsoft Azure
2 75 (4.79%) Amazon AWS
3 26 (1.66%) Google Cloud Platform
3 26 (1.66%) SaaS
4 21 (1.34%) IaaS
4 21 (1.34%) PaaS
5 14 (0.89%) Cloud Computing
6 12 (0.77%) OpenShift
7 8 (0.51%) Amazon S3
8 7 (0.45%) Office 365
9 4 (0.26%) Google Analytics
9 4 (0.26%) iPaaS
10 3 (0.19%) Sage Pay
10 3 (0.19%) Slack
11 2 (0.13%) Boomi
11 2 (0.13%) GitHub
11 2 (0.13%) Lucidchart
11 2 (0.13%) SuccessFactors
12 1 (0.064%) Azure Active Directory
12 1 (0.064%) Dynamics 365
Communications & Networking
1 55 (3.51%) TCP/IP
2 47 (3.00%) Internet
3 30 (1.92%) HTTP
4 26 (1.66%) Intranet
5 23 (1.47%) SSL
6 14 (0.89%) Firewall
7 13 (0.83%) MQTT
8 11 (0.70%) NAS
8 11 (0.70%) SAN
8 11 (0.70%) WAN
9 10 (0.64%) Ethernet
10 9 (0.57%) 3GPP
10 9 (0.57%) 802.11
10 9 (0.57%) 802.15
10 9 (0.57%) Bluetooth
10 9 (0.57%) FTP
10 9 (0.57%) SNMP
10 9 (0.57%) Wi-Fi
10 9 (0.57%) ZigBee
11 8 (0.51%) RS-232
Database & Business Intelligence
1 216 (13.79%) SQL Server
2 91 (5.81%) Relational Database
3 72 (4.60%) Data Warehouse
4 66 (4.21%) NoSQL
5 65 (4.15%) MySQL
6 57 (3.64%) Big Data
7 55 (3.51%) SQL Server Integration Services
8 53 (3.38%) PostgreSQL
9 48 (3.07%) Hadoop
10 43 (2.75%) Oracle Database
11 35 (2.23%) SQL Server Reporting Services
12 32 (2.04%) MongoDB
13 31 (1.98%) SQL Server Analysis Services
14 26 (1.66%) RDBMS
15 24 (1.53%) SQL Server 2014
16 20 (1.28%) Data Lake
17 18 (1.15%) Blockchain
17 18 (1.15%) Power BI
18 13 (0.83%) DB2
19 12 (0.77%) Oracle Database 10g
Development Applications
1 126 (8.05%) Visual Studio
2 85 (5.43%) Git (software)
3 84 (5.36%) JIRA
4 74 (4.73%) Subversion
5 69 (4.41%) NUnit
6 68 (4.34%) Maven
7 67 (4.28%) MSTest
8 57 (3.64%) Jenkins
9 54 (3.45%) Team Foundation Server
10 42 (2.68%) Eclipse
10 42 (2.68%) JUnit
11 34 (2.17%) Ant
12 33 (2.11%) Rational Rhapsody
13 31 (1.98%) Rational DOORS
14 22 (1.40%) Gradle
15 20 (1.28%) Selenium
16 15 (0.96%) Sonatype Nexus
17 13 (0.83%) Hudson
18 12 (0.77%) Jasmine
19 11 (0.70%) Cucumber
General
1 452 (28.86%) Finance
2 118 (7.54%) Banking
3 95 (6.07%) Retail
4 46 (2.94%) Electronics
5 42 (2.68%) Manufacturing
6 35 (2.23%) Telecoms
7 32 (2.04%) Investment Banking
8 29 (1.85%) Advertising
8 29 (1.85%) Legal
9 26 (1.66%) Law
10 23 (1.47%) Marketing
11 21 (1.34%) Retail Banking
12 19 (1.21%) Back Office
12 19 (1.21%) Financial Institution
13 18 (1.15%) Aerospace
14 17 (1.09%) Local Government
15 14 (0.89%) Automotive
16 13 (0.83%) Military
17 10 (0.64%) Billing
17 10 (0.64%) Games
Job Titles
1 407 (25.99%) Analyst
2 388 (24.78%) Developer
3 343 (21.90%) Architect
4 302 (19.28%) Business Analyst
5 252 (16.09%) Software Engineer
6 155 (9.90%) Java Developer
7 153 (9.77%) Senior Developer
8 131 (8.37%) Solutions Architect
9 111 (7.09%) .NET Developer
10 102 (6.51%) C# Developer
11 101 (6.45%) C++ Software Engineer
12 97 (6.19%) C# .NET Developer
13 90 (5.75%) Consultant
14 78 (4.98%) Software Developer
15 70 (4.47%) Senior C# Developer
15 70 (4.47%) Senior Software Engineer
16 69 (4.41%) Senior .NET Developer
17 68 (4.34%) Systems Analyst
18 67 (4.28%) Senior C# .NET Developer
19 60 (3.83%) Agile Business Analyst
Libraries, Frameworks & Software Standards
1 346 (22.09%) Web Services
2 277 (17.69%) .NET
3 241 (15.39%) HTML
4 230 (14.69%) XML
5 214 (13.67%) CSS
6 161 (10.28%) ASP.NET
7 143 (9.13%) J2EE
8 132 (8.43%) Spring
9 130 (8.30%) SOAP
10 121 (7.73%) RESTful
11 119 (7.60%) jQuery
12 107 (6.83%) WPF
13 100 (6.39%) Hibernate
14 98 (6.26%) REST
14 98 (6.26%) WCF
15 87 (5.56%) STL
15 87 (5.56%) XSLT
16 86 (5.49%) ASP.NET MVC
17 81 (5.17%) Java EE
18 80 (5.11%) .NET Framework
Miscellaneous
1 198 (12.64%) Computer Science
2 188 (12.01%) Analytical Skills
3 149 (9.51%) Enterprise Software
4 98 (6.26%) Management Information System
5 65 (4.15%) Algorithms
6 49 (3.13%) User Experience
7 43 (2.75%) Data Structures
8 32 (2.04%) NHS
9 29 (1.85%) N-Tier
10 28 (1.79%) Fintech
11 23 (1.47%) Mobile App
12 21 (1.34%) Embedded Systems
12 21 (1.34%) Greenfield Project
13 16 (1.02%) Clustering
13 16 (1.02%) Data Centre
13 16 (1.02%) Field-Programmable Gate Array
13 16 (1.02%) Reference Data
13 16 (1.02%) Taxonomies
14 15 (0.96%) DataPower
15 13 (0.83%) Virtual Team
Operating Systems
1 164 (10.47%) Windows
2 161 (10.28%) Linux
3 90 (5.75%) Unix
4 16 (1.02%) Android
4 16 (1.02%) Apple iOS
5 12 (0.77%) Windows Server
6 11 (0.70%) Solaris
7 9 (0.57%) Embedded Linux
7 9 (0.57%) FreeRTOS
7 9 (0.57%) ThreadX
8 7 (0.45%) Oracle Linux
9 4 (0.26%) HPUX
9 4 (0.26%) Red Hat Enterprise Linux
10 3 (0.19%) AIX
10 3 (0.19%) VxWorks
10 3 (0.19%) Windows Server 2003
11 2 (0.13%) SUSE Linux Enterprise Server
12 1 (0.064%) Windows 8
12 1 (0.064%) Windows Server 2012
12 1 (0.064%) zOS
Processes & Methodologies
1 795 (50.77%) Agile Software Development
2 417 (26.63%) Software Engineering
3 415 (26.50%) OO
4 307 (19.60%) Scrum
5 280 (17.88%) SDLC
6 258 (16.48%) Use Case
7 241 (15.39%) SOA
8 231 (14.75%) TOGAF
9 207 (13.22%) Business Analysis
10 184 (11.75%) Stakeholder Management
11 182 (11.62%) Continuous Integration
12 180 (11.49%) TDD
13 177 (11.30%) BPMN
14 150 (9.58%) Project Management
15 149 (9.51%) Waterfall
16 133 (8.49%) RUP
17 132 (8.43%) Data Modelling
18 127 (8.11%) OOD
18 127 (8.11%) Test Automation
19 125 (7.98%) OOA/OOD
Programming Languages
1 488 (31.16%) SQL
2 461 (29.44%) Java
3 352 (22.48%) C#
4 342 (21.84%) C++
5 265 (16.92%) JavaScript
6 169 (10.79%) C
7 130 (8.30%) T-SQL
8 123 (7.85%) PL/SQL
9 82 (5.24%) Python
10 54 (3.45%) MATLAB
11 38 (2.43%) Shell Script
12 30 (1.92%) PowerShell
13 28 (1.79%) VB.NET
14 27 (1.72%) PHP
15 24 (1.53%) Perl
16 20 (1.28%) Embedded C
16 20 (1.28%) VB
17 18 (1.15%) Bash Shell
18 17 (1.09%) Ruby
19 16 (1.02%) Embedded C++
Qualifications
1 339 (21.65%) Degree
2 199 (12.71%) Security Cleared
3 123 (7.85%) Computer Science Degree
4 119 (7.60%) SC Cleared
5 55 (3.51%) ISEB
6 38 (2.43%) DV Cleared
7 23 (1.47%) Microsoft Certification
8 17 (1.09%) APMP
8 17 (1.09%) IIBA
9 15 (0.96%) ISTQB
10 12 (0.77%) ISTQB Foundation Certification
10 12 (0.77%) MCPD
10 12 (0.77%) Sun Certification
11 10 (0.64%) OCMJD
11 10 (0.64%) OCPJP
11 10 (0.64%) OCPJWCD
11 10 (0.64%) Oracle Certification
12 9 (0.57%) ITIL Certification
13 7 (0.45%) Numerate Degree
14 6 (0.38%) CBAP
Quality Assurance & Compliance
1 149 (9.51%) QA
2 26 (1.66%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 23 (1.47%) MISRA
4 19 (1.21%) Data Quality
5 16 (1.02%) DO-178B
6 15 (0.96%) GDPR
7 11 (0.70%) ISO 9001
8 10 (0.64%) PMO
9 8 (0.51%) IEC 61508
9 8 (0.51%) IEC 62304
10 6 (0.38%) ISO/IEC 27001
10 6 (0.38%) PCI DSS
11 5 (0.32%) Cyber Essentials
11 5 (0.32%) MISRA C
11 5 (0.32%) PSD2
12 4 (0.26%) Def Stans
12 4 (0.26%) DO-160
12 4 (0.26%) ECSS
12 4 (0.26%) ISO/IEC 20000
12 4 (0.26%) MIL-STD-498
System Software
1 29 (1.85%) Docker
2 25 (1.60%) Firmware
3 8 (0.51%) Active Directory
4 6 (0.38%) Virtual Machines
5 5 (0.32%) VMware Infrastructure
6 4 (0.26%) HDFS
7 2 (0.13%) Apache Flume
8 1 (0.064%) Apache ZooKeeper
8 1 (0.064%) IAG
8 1 (0.064%) OpenAM
Systems Management
1 8 (0.51%) Kubernetes
1 8 (0.51%) Opscode Chef
2 7 (0.45%) Terraform
3 5 (0.32%) Puppet
4 4 (0.26%) Single Sign-On
5 3 (0.19%) Ansible
5 3 (0.19%) Systems Management Server (SMS)
6 2 (0.13%) Cobbler
6 2 (0.13%) HP Quality Center
6 2 (0.13%) Kibana
6 2 (0.13%) logstash
6 2 (0.13%) Oozie
6 2 (0.13%) Salt
7 1 (0.064%) Hadoop YARN
7 1 (0.064%) Mesos
7 1 (0.064%) MOM
7 1 (0.064%) PowerBroker
7 1 (0.064%) Tivoli
7 1 (0.064%) Tivoli Identity Manager
7 1 (0.064%) WMI
Vendors
1 254 (16.22%) Microsoft
2 242 (15.45%) Oracle
3 50 (3.19%) IBM
4 36 (2.30%) Google
5 23 (1.47%) VMware
6 22 (1.40%) Sun
7 21 (1.34%) Salesforce.com
8 19 (1.21%) Rackspace
9 18 (1.15%) hybris
10 16 (1.02%) Tableau
10 16 (1.02%) TIBCO
11 15 (0.96%) Atlassian
12 14 (0.89%) Solace
12 14 (0.89%) Sybase
13 13 (0.83%) GoldenSource
14 12 (0.77%) CA
14 12 (0.77%) Red Hat
15 11 (0.70%) ATG
15 11 (0.70%) webMethods
16 8 (0.51%) Intel