Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
UK > England
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 293 243 211
Rank change year-on-year -50 -32 -45
Permanent jobs citing UML 1855 2563 3373
As % of all permanent IT jobs advertised in England 1.10% 1.43% 1.65%
As % of the Processes & Methodologies category 1.22% 1.60% 1.86%
Number of salaries quoted 1408 2196 2951
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +1.01%
10th Percentile £37,000 £34,000 £32,500
90th Percentile £85,000 £78,750 £75,500
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +3.09%

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 151759 160141 181584
As % of all permanent IT jobs advertised in England 89.91% 89.40% 88.76%
Number of salaries quoted 120765 134253 151176
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,500 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +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 23 November 2017.

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 23 November 2017. 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 -66 684 £70,000 +16.67% 36
South East -57 375 £50,000 +5.26% 20
North of England -42 249 £52,500 +16.67% 25
South West -15 216 £45,000 -5.26% 10
Midlands -25 199 £55,000 +22.22% 10
North West -38 143 £50,000 +11.11% 12
West Midlands +32 134 £55,000 +13.40% 8
East of England -19 131 £50,000 +8.11% 4
Yorkshire -14 98 £55,000 +17.02% 11
East Midlands -58 59 £52,500 +23.53% 2
North East -2 8 £40,000 +26.98% 2
UML
UK

For the 6 months to 23 November 2017, IT jobs citing UML also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for UML.

1 861 (46.42%) Agile Software Development
2 613 (33.05%) Java
3 563 (30.35%) Finance
4 528 (28.46%) SQL
5 483 (26.04%) OO
6 440 (23.72%) Software Engineering
7 379 (20.43%) Degree
8 374 (20.16%) C++
9 362 (19.51%) Web Services
10 357 (19.25%) C#
10 357 (19.25%) SDLC
11 335 (18.06%) .NET
12 334 (18.01%) Scrum
13 319 (17.20%) XML
14 305 (16.44%) Business Analysis
15 302 (16.28%) TOGAF
16 288 (15.53%) SOA
17 282 (15.20%) Oracle
18 274 (14.77%) JavaScript
19 266 (14.34%) HTML
20 257 (13.85%) Use Case
21 254 (13.69%) SQL Server
22 252 (13.58%) Microsoft
23 250 (13.48%) Data Modelling
23 250 (13.48%) Enterprise Software
24 217 (11.70%) Computer Science
25 212 (11.43%) Security Cleared
25 212 (11.43%) Banking
26 210 (11.32%) Windows
26 210 (11.32%) Linux

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
1 104 (5.61%) WebSphere
2 94 (5.07%) Tomcat
3 84 (4.53%) WebLogic
4 79 (4.26%) JBoss
5 71 (3.83%) CMS
6 68 (3.67%) Oracle SOA Suite
7 64 (3.45%) SharePoint
8 47 (2.53%) Apache
9 34 (1.83%) WebSphere Application Server
10 32 (1.73%) Jetty
11 28 (1.51%) Apache Geronimo
12 25 (1.35%) IIS
12 25 (1.35%) WildFly
13 23 (1.24%) Apache Spark
13 23 (1.24%) Elasticsearch
14 19 (1.02%) EPiServer
15 18 (0.97%) Apache Solr
15 18 (0.97%) MQSeries
15 18 (0.97%) SharePoint 2010
16 16 (0.86%) Confluence
Applications
1 75 (4.04%) MS Visio
2 32 (1.73%) Simulink
3 25 (1.35%) Microsoft Office
4 19 (1.02%) Microsoft Excel
5 11 (0.59%) Acrobat
5 11 (0.59%) Adobe Illustrator
5 11 (0.59%) PaintShop Pro
6 10 (0.54%) Microsoft Project
7 9 (0.49%) Microsoft PowerPoint
8 6 (0.32%) Spreadsheet
9 4 (0.22%) InfoPath
10 3 (0.16%) Mathcad
10 3 (0.16%) OmniGraffle
11 2 (0.11%) Open Workbench
12 1 (0.054%) CATIA
12 1 (0.054%) Solid Edge
Business Applications
1 19 (1.02%) Dynamics CRM
2 17 (0.92%) Teamcenter
3 13 (0.70%) BusinessWorks
4 11 (0.59%) TIBCO BusinessEvents
5 9 (0.49%) Dynamics AX
6 8 (0.43%) Dynamics NAV
7 7 (0.38%) Oracle BPM
8 6 (0.32%) Maximo
8 6 (0.32%) Unica
9 5 (0.27%) Magento
9 5 (0.27%) Workday HCM
10 3 (0.16%) Adobe Campaign
10 3 (0.16%) JDE EnterpriseOne
10 3 (0.16%) SAP HR
10 3 (0.16%) SAP Hybris
11 2 (0.11%) Exstream
11 2 (0.11%) Oracle Retail
11 2 (0.11%) Oracle SCM
11 2 (0.11%) SAP Retail
12 1 (0.054%) Remedy ITSM
Cloud Services
1 119 (6.42%) Microsoft Azure
2 91 (4.91%) Amazon AWS
3 45 (2.43%) SaaS
4 36 (1.94%) IaaS
5 24 (1.29%) iPaaS
6 19 (1.02%) Google Cloud Platform
7 17 (0.92%) Office 365
8 15 (0.81%) Cloud Computing
8 15 (0.81%) PaaS
9 12 (0.65%) OpenShift
10 10 (0.54%) Amazon S3
11 7 (0.38%) Boomi
11 7 (0.38%) Google Analytics
12 5 (0.27%) GitHub
12 5 (0.27%) SuccessFactors
12 5 (0.27%) Virtual Private Cloud
13 4 (0.22%) npm
14 3 (0.16%) Force.com
14 3 (0.16%) Lucidchart
14 3 (0.16%) Silverpop
Communications & Networking
1 112 (6.04%) TCP/IP
2 70 (3.77%) HTTP
3 56 (3.02%) SSL
4 51 (2.75%) Internet
5 48 (2.59%) Intranet
6 24 (1.29%) Firewall
7 12 (0.65%) Ethernet
8 10 (0.54%) FTP
8 10 (0.54%) NAS
8 10 (0.54%) SAN
8 10 (0.54%) WAN
8 10 (0.54%) Wireless
9 7 (0.38%) RS-232
9 7 (0.38%) SNMP
10 6 (0.32%) F5 BIG-IP GTM
10 6 (0.32%) F5 BIG-IP LTM
10 6 (0.32%) LAN
11 5 (0.27%) Modbus
12 4 (0.22%) MQTT
12 4 (0.22%) RS-485
Database & Business Intelligence
1 254 (13.69%) SQL Server
2 137 (7.39%) Data Warehouse
3 135 (7.28%) Relational Database
4 107 (5.77%) Big Data
4 107 (5.77%) NoSQL
5 84 (4.53%) MySQL
6 74 (3.99%) Hadoop
7 60 (3.23%) SQL Server Integration Services
8 50 (2.70%) PostgreSQL
9 47 (2.53%) MongoDB
10 39 (2.10%) Oracle Database
11 38 (2.05%) RDBMS
12 36 (1.94%) SQL Server Analysis Services
13 29 (1.56%) Couchbase
13 29 (1.56%) Redis
14 28 (1.51%) Riak
15 27 (1.46%) SQL Server Reporting Services
16 25 (1.35%) InterSystems Cache
17 24 (1.29%) Blockchain
18 23 (1.24%) SQL Server 2014
Development Applications
1 104 (5.61%) JIRA
2 90 (4.85%) Git (software)
3 89 (4.80%) Visual Studio
4 74 (3.99%) Jenkins
5 69 (3.72%) Maven
6 65 (3.50%) Subversion
7 63 (3.40%) MSTest
7 63 (3.40%) NUnit
8 54 (2.91%) Team Foundation Server
9 47 (2.53%) Rational DOORS
10 46 (2.48%) Eclipse
11 40 (2.16%) JUnit
12 35 (1.89%) Rational Rhapsody
13 33 (1.78%) Ant
14 29 (1.56%) XMLSpy
15 28 (1.51%) MagicDraw
16 27 (1.46%) Toad
17 16 (0.86%) Hudson
18 14 (0.75%) Selenium
19 12 (0.65%) Axure RP
General
1 563 (30.35%) Finance
2 212 (11.43%) Banking
3 138 (7.44%) Retail
4 91 (4.91%) Investment Banking
5 83 (4.47%) Retail Banking
6 50 (2.70%) Electronics
6 50 (2.70%) Telecoms
7 44 (2.37%) Marketing
8 40 (2.16%) Advertising
8 40 (2.16%) Manufacturing
9 28 (1.51%) Automotive
10 27 (1.46%) Military
11 25 (1.35%) Aerospace
12 24 (1.29%) Legal
13 23 (1.24%) Local Government
13 23 (1.24%) Publishing
14 19 (1.02%) Front Office
15 17 (0.92%) Pharmaceutical
16 14 (0.75%) Law
17 12 (0.65%) Back Office
Job Titles
1 510 (27.49%) Architect
2 447 (24.10%) Analyst
3 420 (22.64%) Developer
4 346 (18.65%) Business Analyst
5 283 (15.26%) Software Engineer
6 210 (11.32%) Solutions Architect
7 146 (7.87%) Senior Developer
8 139 (7.49%) Java Developer
9 105 (5.66%) .NET Developer
10 96 (5.18%) C++ Software Engineer
11 85 (4.58%) Consultant
12 82 (4.42%) C# Developer
13 81 (4.37%) Systems Analyst
14 78 (4.20%) Data Architect
15 74 (3.99%) Technical Architect
16 73 (3.94%) C# .NET Developer
16 73 (3.94%) Senior Architect
17 70 (3.77%) Software Developer
18 61 (3.29%) Agile Business Analyst
18 61 (3.29%) Java Engineer
Libraries, Frameworks & Software Standards
1 362 (19.51%) Web Services
2 335 (18.06%) .NET
3 319 (17.20%) XML
4 266 (14.34%) HTML
5 206 (11.11%) CSS
6 168 (9.06%) ASP.NET
6 168 (9.06%) J2EE
7 157 (8.46%) SOAP
8 154 (8.30%) Spring
9 138 (7.44%) RESTful
10 135 (7.28%) Hibernate
11 129 (6.95%) jQuery
12 116 (6.25%) REST
13 101 (5.44%) WPF
14 95 (5.12%) WCF
15 85 (4.58%) STL
16 84 (4.53%) Java EE
16 84 (4.53%) XSLT
17 79 (4.26%) .NET Framework
17 79 (4.26%) JSON
Miscellaneous
1 250 (13.48%) Enterprise Software
2 217 (11.70%) Computer Science
3 193 (10.40%) Analytical Skills
4 126 (6.79%) Management Information System
5 107 (5.77%) Algorithms
6 75 (4.04%) Data Structures
7 48 (2.59%) Mobile App
8 46 (2.48%) Reference Data
9 42 (2.26%) User Experience
10 40 (2.16%) Greenfield Project
11 33 (1.78%) N-Tier
12 28 (1.51%) Client/Server
13 27 (1.46%) NHS
14 26 (1.40%) Fintech
15 22 (1.19%) DataPower
16 20 (1.08%) Data Centre
16 20 (1.08%) Taxonomies
17 18 (0.97%) Clustering
17 18 (0.97%) Embedded Systems
18 16 (0.86%) Virtual Team
Operating Systems
1 210 (11.32%) Linux
1 210 (11.32%) Windows
2 130 (7.01%) Unix
3 32 (1.73%) Android
4 31 (1.67%) Apple iOS
5 20 (1.08%) Windows Server
6 14 (0.75%) SUSE Linux Enterprise Server
7 11 (0.59%) Solaris
8 10 (0.54%) Windows Embedded Compact
9 8 (0.43%) Embedded Linux
9 8 (0.43%) Oracle Linux
9 8 (0.43%) Red Hat Enterprise Linux
9 8 (0.43%) Windows Server 2003
10 7 (0.38%) AIX
11 5 (0.27%) Windows Phone
12 3 (0.16%) HPUX
12 3 (0.16%) Mac OS
12 3 (0.16%) VxWorks
13 2 (0.11%) Windows Server 2012
14 1 (0.054%) Windows Server 2008
Processes & Methodologies
1 861 (46.42%) Agile Software Development
2 483 (26.04%) OO
3 440 (23.72%) Software Engineering
4 357 (19.25%) SDLC
5 334 (18.01%) Scrum
6 305 (16.44%) Business Analysis
7 302 (16.28%) TOGAF
8 288 (15.53%) SOA
9 257 (13.85%) Use Case
10 250 (13.48%) Data Modelling
11 207 (11.16%) Stakeholder Management
12 204 (11.00%) BPMN
13 194 (10.46%) RUP
14 193 (10.40%) Project Management
15 190 (10.24%) Waterfall
16 188 (10.13%) Continuous Integration
17 180 (9.70%) TDD
18 166 (8.95%) OOD
19 149 (8.03%) Requirements Analysis
20 138 (7.44%) PRINCE2
Programming Languages
1 613 (33.05%) Java
2 528 (28.46%) SQL
3 374 (20.16%) C++
4 357 (19.25%) C#
5 274 (14.77%) JavaScript
6 192 (10.35%) C
7 125 (6.74%) Python
8 107 (5.77%) T-SQL
9 101 (5.44%) PL/SQL
10 61 (3.29%) MATLAB
11 56 (3.02%) Shell Script
12 48 (2.59%) Bash Shell
13 47 (2.53%) Perl
14 46 (2.48%) PHP
14 46 (2.48%) PowerShell
15 25 (1.35%) VB.NET
16 21 (1.13%) Ruby
17 19 (1.02%) Bourne shell
17 19 (1.02%) Go
18 17 (0.92%) R
Qualifications
1 379 (20.43%) Degree
2 212 (11.43%) Security Cleared
3 131 (7.06%) SC Cleared
4 118 (6.36%) Computer Science Degree
5 70 (3.77%) ISEB
6 27 (1.46%) DV Cleared
6 27 (1.46%) Microsoft Certification
7 15 (0.81%) IIBA
8 14 (0.75%) APMP
9 12 (0.65%) Numerate Degree
9 12 (0.65%) OCMJD
9 12 (0.65%) OCPJP
9 12 (0.65%) OCPJWCD
9 12 (0.65%) Oracle Certification
9 12 (0.65%) PhD
9 12 (0.65%) Sun Certification
10 11 (0.59%) MCPD
11 10 (0.54%) CBAP
11 10 (0.54%) MCP
12 6 (0.32%) HND
Quality Assurance & Compliance
1 154 (8.30%) QA
2 29 (1.56%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 28 (1.51%) ISO 20022
4 21 (1.13%) Data Quality
5 19 (1.02%) MISRA
6 15 (0.81%) DO-178B
7 14 (0.75%) ISO 9001
7 14 (0.75%) PCI DSS
8 9 (0.49%) PMO
9 8 (0.43%) IEC 61508
9 8 (0.43%) IEC 62304
9 8 (0.43%) ISO/IEC 27001
9 8 (0.43%) MISRA C
10 7 (0.38%) ISO/IEC 20000
11 6 (0.32%) GDPR
11 6 (0.32%) MIL-STD-498
11 6 (0.32%) SLA
12 5 (0.27%) MiFID
13 4 (0.22%) ECSS
13 4 (0.22%) Sarbanes-Oxley
System Software
1 24 (1.29%) VMware Infrastructure
2 22 (1.19%) Docker
3 17 (0.92%) Firmware
4 8 (0.43%) Active Directory
5 7 (0.38%) Virtual Machines
6 4 (0.22%) Virtual Desktop
7 2 (0.11%) HDFS
8 1 (0.054%) Apache ZooKeeper
8 1 (0.054%) Hyper-V
8 1 (0.054%) OpenAM
8 1 (0.054%) PowerHA
Systems Management
1 21 (1.13%) Opscode Chef
1 21 (1.13%) Puppet
2 18 (0.97%) Ansible
3 17 (0.92%) Kibana
3 17 (0.92%) logstash
4 16 (0.86%) Salt
5 7 (0.38%) HP Quality Center
6 3 (0.16%) Cobbler
7 2 (0.11%) Nagios
7 2 (0.11%) Systems Management Server (SMS)
8 1 (0.054%) Hadoop YARN
8 1 (0.054%) MOM
8 1 (0.054%) Packer
8 1 (0.054%) SELinux
8 1 (0.054%) Tivoli
8 1 (0.054%) Tivoli Monitoring
8 1 (0.054%) WMI
Vendors
1 282 (15.20%) Oracle
2 252 (13.58%) Microsoft
3 73 (3.94%) IBM
4 44 (2.37%) GoldenSource
5 39 (2.10%) VMware
6 34 (1.83%) Google
7 33 (1.78%) SAP
8 32 (1.73%) TIBCO
9 28 (1.51%) webMethods
10 24 (1.29%) hybris
11 23 (1.24%) Sun
12 20 (1.08%) CA
13 19 (1.02%) Salesforce.com
13 19 (1.02%) Tableau
14 18 (0.97%) Informatica
15 15 (0.81%) Red Hat
16 14 (0.75%) Rackspace
17 13 (0.70%) Adobe
17 13 (0.70%) Solace
17 13 (0.70%) Sybase