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

Unified Modeling Language (UML)
UK > England
6 months to
23 Oct 2017
Same period 2016 Same period 2015
Rank 291 235 207
Rank change year-on-year -56 -28 -47
Permanent jobs citing UML 1891 2630 3441
As % of all permanent IT jobs advertised in England 1.15% 1.47% 1.67%
As % of the Processes & Methodologies category 1.28% 1.65% 1.89%
Number of salaries quoted 1433 2217 2981
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £36,750 £35,000 £33,750
90th Percentile £85,000 £78,750 £75,000
UK median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -

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 148085 159706 182173
As % of all permanent IT jobs advertised in England 89.95% 89.25% 88.56%
Number of salaries quoted 117426 134200 151397
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,250 £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 October 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 October 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 -70 716 £70,000 +14.29% 24
South East -54 353 £50,000 +5.26% 19
North of England -52 243 £55,000 +22.22% 19
South West -10 228 £45,000 - 16
Midlands -11 209 £52,500 +16.67% 6
East of England -17 145 £49,250 -4.83% 13
West Midlands +34 140 £52,500 +10.53% 4
North West -23 130 £51,250 +13.89% 10
Yorkshire -23 105 £55,000 +22.22% 7
East Midlands -47 63 £52,500 +23.53% 2
North East +11 8 £40,000 +26.98% 2
UML
UK

For the 6 months to 23 October 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.

1 895 (47.33%) Agile Software Development
2 644 (34.06%) Java
3 555 (29.35%) Finance
4 545 (28.82%) SQL
5 493 (26.07%) OO
6 419 (22.16%) Software Engineering
7 376 (19.88%) Scrum
8 375 (19.83%) Degree
9 364 (19.25%) .NET
10 356 (18.83%) SDLC
11 352 (18.61%) Web Services
12 351 (18.56%) C++
13 344 (18.19%) C#
14 323 (17.08%) XML
15 307 (16.23%) Business Analysis
16 305 (16.13%) TOGAF
17 304 (16.08%) Oracle
18 281 (14.86%) JavaScript
19 279 (14.75%) HTML
20 276 (14.60%) SOA
21 264 (13.96%) SQL Server
22 251 (13.27%) Data Modelling
23 250 (13.22%) Use Case
24 249 (13.17%) Enterprise Software
25 230 (12.16%) Microsoft
26 229 (12.11%) Banking
27 217 (11.48%) RUP
28 216 (11.42%) Stakeholder Management
29 215 (11.37%) Security Cleared
30 206 (10.89%) Waterfall

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
1 105 (5.55%) WebSphere
2 98 (5.18%) Tomcat
3 86 (4.55%) JBoss
3 86 (4.55%) WebLogic
4 72 (3.81%) Oracle SOA Suite
5 68 (3.60%) CMS
6 54 (2.86%) SharePoint
7 49 (2.59%) Apache
8 38 (2.01%) IIS
9 37 (1.96%) Jetty
10 36 (1.90%) WebSphere Application Server
11 28 (1.48%) Apache Geronimo
11 28 (1.48%) Apache Spark
12 25 (1.32%) WildFly
13 22 (1.16%) Apache Solr
13 22 (1.16%) Elasticsearch
14 21 (1.11%) OpenStack
15 16 (0.85%) Apache ServiceMix
15 16 (0.85%) Confluence
16 14 (0.74%) SharePoint 2010
Applications
1 90 (4.76%) MS Visio
2 29 (1.53%) Simulink
3 27 (1.43%) Microsoft Excel
4 24 (1.27%) Microsoft Office
5 12 (0.63%) Acrobat
5 12 (0.63%) Adobe Illustrator
5 12 (0.63%) PaintShop Pro
6 9 (0.48%) Microsoft PowerPoint
6 9 (0.48%) Microsoft Project
7 4 (0.21%) Spreadsheet
8 3 (0.16%) Mathcad
9 2 (0.11%) OmniGraffle
10 1 (0.053%) CATIA
10 1 (0.053%) Open Workbench
10 1 (0.053%) Solid Edge
Business Applications
1 17 (0.90%) Teamcenter
2 12 (0.63%) Dynamics CRM
2 12 (0.63%) Dynamics NAV
3 11 (0.58%) BusinessWorks
4 10 (0.53%) Oracle BPM
4 10 (0.53%) Unica
5 9 (0.48%) TIBCO BusinessEvents
6 8 (0.42%) Maximo
7 7 (0.37%) SAP Hybris
8 6 (0.32%) Dynamics AX
9 5 (0.26%) Workday HCM
10 3 (0.16%) Adobe Campaign
10 3 (0.16%) Magento
10 3 (0.16%) Oracle Retail
10 3 (0.16%) Oracle SCM
10 3 (0.16%) SAP HR
11 2 (0.11%) Exstream
11 2 (0.11%) SAP Retail
12 1 (0.053%) Oracle ERP
12 1 (0.053%) StreamServe
Cloud Services
1 120 (6.35%) Microsoft Azure
2 105 (5.55%) Amazon AWS
3 56 (2.96%) SaaS
4 42 (2.22%) IaaS
5 24 (1.27%) iPaaS
5 24 (1.27%) PaaS
6 16 (0.85%) Cloud Computing
6 16 (0.85%) Office 365
7 14 (0.74%) Google Cloud Platform
8 10 (0.53%) Amazon S3
8 10 (0.53%) OpenShift
8 10 (0.53%) Virtual Private Cloud
9 8 (0.42%) iTunes
10 7 (0.37%) Boomi
10 7 (0.37%) Google Analytics
10 7 (0.37%) Silverpop
11 6 (0.32%) Google Play
12 5 (0.26%) GitHub
12 5 (0.26%) SuccessFactors
13 4 (0.21%) Force.com
Communications & Networking
1 113 (5.98%) TCP/IP
2 74 (3.91%) HTTP
3 55 (2.91%) SSL
4 46 (2.43%) Intranet
5 42 (2.22%) Internet
6 20 (1.06%) Ethernet
7 19 (1.00%) Firewall
8 13 (0.69%) Wireless
9 11 (0.58%) RS-232
10 8 (0.42%) FTP
11 7 (0.37%) Unified Communications
12 6 (0.32%) F5 BIG-IP GTM
12 6 (0.32%) F5 BIG-IP LTM
12 6 (0.32%) LAN
12 6 (0.32%) NAS
12 6 (0.32%) SAN
12 6 (0.32%) SNMP
12 6 (0.32%) VoIP
12 6 (0.32%) WAN
13 5 (0.26%) Wi-Fi
Database & Business Intelligence
1 264 (13.96%) SQL Server
2 144 (7.62%) Data Warehouse
2 144 (7.62%) Relational Database
3 127 (6.72%) NoSQL
4 109 (5.76%) Big Data
5 92 (4.87%) MySQL
6 77 (4.07%) Hadoop
7 57 (3.01%) SQL Server Integration Services
8 55 (2.91%) MongoDB
9 51 (2.70%) PostgreSQL
10 50 (2.64%) RDBMS
11 43 (2.27%) Oracle Database
12 39 (2.06%) SQL Server Analysis Services
13 38 (2.01%) Redis
14 37 (1.96%) Riak
15 36 (1.90%) Couchbase
16 28 (1.48%) Apache Cassandra
16 28 (1.48%) SQL Server Reporting Services
17 25 (1.32%) InterSystems Cache
18 23 (1.22%) Blockchain
Development Applications
1 101 (5.34%) JIRA
2 87 (4.60%) Git (software)
3 75 (3.97%) Jenkins
4 73 (3.86%) Visual Studio
5 71 (3.75%) Team Foundation Server
6 69 (3.65%) Maven
7 66 (3.49%) NUnit
8 64 (3.38%) MSTest
9 56 (2.96%) Rational DOORS
10 51 (2.70%) Subversion
11 39 (2.06%) Eclipse
12 38 (2.01%) Rational Rhapsody
13 34 (1.80%) XMLSpy
14 33 (1.75%) Ant
15 32 (1.69%) Toad
16 31 (1.64%) MagicDraw
17 29 (1.53%) JUnit
18 17 (0.90%) Octopus Deploy
19 12 (0.63%) Axure RP
19 12 (0.63%) Hudson
General
1 555 (29.35%) Finance
2 229 (12.11%) Banking
3 139 (7.35%) Retail
4 103 (5.45%) Investment Banking
5 90 (4.76%) Retail Banking
6 64 (3.38%) Marketing
7 58 (3.07%) Telecoms
8 48 (2.54%) Electronics
9 36 (1.90%) Legal
10 34 (1.80%) Advertising
11 29 (1.53%) Automotive
11 29 (1.53%) Military
12 28 (1.48%) Manufacturing
12 28 (1.48%) Publishing
13 27 (1.43%) Front Office
14 26 (1.37%) Aerospace
15 24 (1.27%) Law
16 19 (1.00%) Pharmaceutical
17 18 (0.95%) Local Government
18 13 (0.69%) Back Office
Job Titles
1 528 (27.92%) Architect
2 461 (24.38%) Analyst
3 443 (23.43%) Developer
4 362 (19.14%) Business Analyst
5 258 (13.64%) Software Engineer
6 213 (11.26%) Solutions Architect
7 140 (7.40%) Senior Developer
8 139 (7.35%) Java Developer
9 110 (5.82%) .NET Developer
10 91 (4.81%) C# Developer
10 91 (4.81%) Technical Architect
11 80 (4.23%) C++ Software Engineer
12 79 (4.18%) Systems Analyst
13 77 (4.07%) C# .NET Developer
13 77 (4.07%) Senior Architect
14 74 (3.91%) Data Architect
15 68 (3.60%) Consultant
15 68 (3.60%) Java Architect
16 60 (3.17%) Agile Business Analyst
16 60 (3.17%) Software Developer
Libraries, Frameworks & Software Standards
1 364 (19.25%) .NET
2 352 (18.61%) Web Services
3 323 (17.08%) XML
4 279 (14.75%) HTML
5 205 (10.84%) CSS
6 170 (8.99%) J2EE
7 168 (8.88%) SOAP
8 156 (8.25%) ASP.NET
9 155 (8.20%) Spring
10 133 (7.03%) Hibernate
11 130 (6.87%) RESTful
12 126 (6.66%) REST
13 120 (6.35%) jQuery
14 106 (5.61%) WCF
15 101 (5.34%) WPF
16 86 (4.55%) .NET Framework
17 85 (4.49%) JSON
18 81 (4.28%) XSLT
19 78 (4.12%) Java EE
20 73 (3.86%) AngularJS
Miscellaneous
1 249 (13.17%) Enterprise Software
2 191 (10.10%) Computer Science
3 189 (9.99%) Analytical Skills
4 127 (6.72%) Management Information System
5 102 (5.39%) Algorithms
6 77 (4.07%) Data Structures
7 63 (3.33%) Mobile App
8 60 (3.17%) Greenfield Project
9 49 (2.59%) User Experience
10 46 (2.43%) Reference Data
11 32 (1.69%) Client/Server
12 30 (1.59%) Fintech
13 25 (1.32%) N-Tier
14 22 (1.16%) NHS
15 20 (1.06%) DataPower
15 20 (1.06%) Foreign Exchange (FX)
16 19 (1.00%) Embedded Systems
17 18 (0.95%) Clustering
18 17 (0.90%) Data Centre
19 16 (0.85%) Virtual Team
Operating Systems
1 199 (10.52%) Windows
2 186 (9.84%) Linux
3 127 (6.72%) Unix
4 43 (2.27%) Android
5 41 (2.17%) Apple iOS
6 28 (1.48%) Windows Server
7 16 (0.85%) Windows Embedded Compact
8 14 (0.74%) SUSE Linux Enterprise Server
9 12 (0.63%) Windows Server 2003
10 10 (0.53%) Windows Phone
11 9 (0.48%) Embedded Linux
12 8 (0.42%) Red Hat Enterprise Linux
12 8 (0.42%) Solaris
13 7 (0.37%) AIX
13 7 (0.37%) Mac OS
14 6 (0.32%) Oracle Linux
15 3 (0.16%) VxWorks
16 2 (0.11%) VMS
16 2 (0.11%) Windows Server 2008
16 2 (0.11%) Windows Server 2012
Processes & Methodologies
1 895 (47.33%) Agile Software Development
2 493 (26.07%) OO
3 419 (22.16%) Software Engineering
4 376 (19.88%) Scrum
5 356 (18.83%) SDLC
6 307 (16.23%) Business Analysis
7 305 (16.13%) TOGAF
8 276 (14.60%) SOA
9 251 (13.27%) Data Modelling
10 250 (13.22%) Use Case
11 217 (11.48%) RUP
12 216 (11.42%) Stakeholder Management
13 206 (10.89%) Waterfall
14 193 (10.21%) Project Management
15 191 (10.10%) BPMN
16 177 (9.36%) Continuous Integration
17 175 (9.25%) TDD
18 160 (8.46%) OOD
19 156 (8.25%) DSDM
20 148 (7.83%) Open Source
Programming Languages
1 644 (34.06%) Java
2 545 (28.82%) SQL
3 351 (18.56%) C++
4 344 (18.19%) C#
5 281 (14.86%) JavaScript
6 187 (9.89%) C
7 130 (6.87%) Python
8 101 (5.34%) PL/SQL
8 101 (5.34%) T-SQL
9 58 (3.07%) MATLAB
10 57 (3.01%) PHP
11 56 (2.96%) Shell Script
12 50 (2.64%) Bash Shell
12 50 (2.64%) Perl
13 37 (1.96%) PowerShell
14 24 (1.27%) Go
15 23 (1.22%) VB.NET
16 18 (0.95%) Objective-C
17 17 (0.90%) Bourne shell
17 17 (0.90%) Ruby
Qualifications
1 375 (19.83%) Degree
2 215 (11.37%) Security Cleared
3 145 (7.67%) SC Cleared
4 91 (4.81%) Computer Science Degree
5 81 (4.28%) ISEB
6 26 (1.37%) DV Cleared
7 17 (0.90%) Microsoft Certification
8 14 (0.74%) CBAP
8 14 (0.74%) PhD
9 12 (0.63%) IIBA
10 11 (0.58%) APMP
10 11 (0.58%) Numerate Degree
11 10 (0.53%) Master's Degree
12 9 (0.48%) OCMJD
12 9 (0.48%) OCPJP
12 9 (0.48%) OCPJWCD
12 9 (0.48%) Oracle Certification
12 9 (0.48%) Sun Certification
13 8 (0.42%) MCP
13 8 (0.42%) MCPD
Quality Assurance & Compliance
1 144 (7.62%) QA
2 34 (1.80%) ISO 20022
3 24 (1.27%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 17 (0.90%) Data Quality
5 16 (0.85%) ISO/IEC 27001
6 15 (0.79%) MISRA
7 14 (0.74%) DO-178B
7 14 (0.74%) PCI DSS
8 13 (0.69%) ISO 9001
9 8 (0.42%) ISO/IEC 20000
10 7 (0.37%) MISRA C
11 6 (0.32%) Cyber Essentials
11 6 (0.32%) MiFID
11 6 (0.32%) PMO
11 6 (0.32%) SLA
12 5 (0.26%) IEC 61508
12 5 (0.26%) IEC 62304
12 5 (0.26%) MIL-STD-498
12 5 (0.26%) WAI
13 4 (0.21%) ISO/IEC 15288
System Software
1 31 (1.64%) VMware Infrastructure
2 23 (1.22%) Docker
3 15 (0.79%) Firmware
4 8 (0.42%) Active Directory
4 8 (0.42%) Virtual Machines
5 4 (0.21%) Virtual Desktop
6 2 (0.11%) HDFS
7 1 (0.053%) Apache Flume
7 1 (0.053%) Apache ZooKeeper
7 1 (0.053%) Hyper-V
7 1 (0.053%) PowerHA
Systems Management
1 25 (1.32%) Opscode Chef
2 24 (1.27%) Puppet
3 22 (1.16%) Ansible
3 22 (1.16%) Kibana
3 22 (1.16%) logstash
4 21 (1.11%) Salt
5 7 (0.37%) HP Quality Center
6 2 (0.11%) Nagios
6 2 (0.11%) Packer
6 2 (0.11%) SELinux
6 2 (0.11%) Systems Management Server (SMS)
7 1 (0.053%) Cobbler
7 1 (0.053%) Hadoop YARN
7 1 (0.053%) Tivoli
7 1 (0.053%) Tivoli Monitoring
7 1 (0.053%) WMI
Vendors
1 304 (16.08%) Oracle
2 230 (12.16%) Microsoft
3 70 (3.70%) IBM
4 44 (2.33%) GoldenSource
5 43 (2.27%) VMware
6 42 (2.22%) SAP
7 38 (2.01%) TIBCO
8 36 (1.90%) Google
8 36 (1.90%) hybris
9 24 (1.27%) webMethods
10 20 (1.06%) Informatica
11 18 (0.95%) CA
11 18 (0.95%) Sun
12 17 (0.90%) Red Hat
13 16 (0.85%) Salesforce.com
14 14 (0.74%) Adobe
14 14 (0.74%) Tableau
15 12 (0.63%) Nintex
16 11 (0.58%) Solace
16 11 (0.58%) Sybase