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

Unified Modeling Language (UML)
UK > England
6 months to
23 Aug 2017
Same period 2016 Same period 2015
Rank 288 230 195
Rank change year-on-year -58 -35 -42
Permanent jobs citing UML 1929 2805 3628
As % of all permanent IT jobs advertised in England 1.17% 1.51% 1.78%
As % of the Processes & Methodologies category 1.30% 1.70% 2.02%
Number of salaries quoted 1509 2319 3104
England median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - -
10th Percentile £34,700 £33,750 £32,799
90th Percentile £85,000 £80,000 £77,500
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 148659 165213 179266
As % of all permanent IT jobs advertised in England 89.91% 89.11% 88.11%
Number of salaries quoted 118603 139366 147955
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £78,750 £76,250
UK median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +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 August 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 August 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 -76 734 £67,500 +8.00% 23
South East -60 342 £50,000 +5.26% 19
South West -11 264 £45,000 +7.14% 10
North of England -35 264 £55,000 +22.22% 18
Midlands 0 188 £52,500 +16.67% 12
East of England -16 145 £47,500 -17.39% 1
Yorkshire +1 130 £55,000 +22.22% 8
West Midlands +53 127 £50,000 +11.11% 10
North West -58 126 £51,250 +13.89% 9
East Midlands -52 61 £55,000 +29.41% 2
North East +19 8 £60,000 +95.12% 1
UML
UK

For the 6 months to 23 August 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.

1 962 (49.87%) Agile Software Development
2 661 (34.27%) Java
3 578 (29.96%) Finance
4 511 (26.49%) SQL
5 495 (25.66%) OO
6 436 (22.60%) Scrum
7 432 (22.40%) .NET
8 397 (20.58%) Software Engineering
9 367 (19.03%) C#
10 358 (18.56%) C++
11 353 (18.30%) SDLC
12 351 (18.20%) Degree
13 342 (17.73%) Web Services
14 318 (16.49%) XML
15 316 (16.38%) Oracle
16 314 (16.28%) SOA
17 312 (16.17%) TOGAF
18 306 (15.86%) Business Analysis
19 297 (15.40%) Use Case
20 286 (14.83%) JavaScript
21 285 (14.77%) SQL Server
22 267 (13.84%) HTML
23 259 (13.43%) Waterfall
24 254 (13.17%) Microsoft
25 251 (13.01%) Enterprise Software
26 250 (12.96%) Data Modelling
27 245 (12.70%) Retail
28 238 (12.34%) Banking
28 238 (12.34%) RUP
29 229 (11.87%) Windows

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
1 106 (5.50%) WebSphere
2 101 (5.24%) JBoss
3 99 (5.13%) Tomcat
4 82 (4.25%) WebLogic
5 75 (3.89%) Oracle SOA Suite
6 61 (3.16%) SharePoint
7 56 (2.90%) CMS
8 53 (2.75%) IIS
9 45 (2.33%) Jetty
10 40 (2.07%) Apache Spark
11 36 (1.87%) Apache Solr
12 35 (1.81%) WebSphere Application Server
13 34 (1.76%) Apache
13 34 (1.76%) Elasticsearch
14 33 (1.71%) OpenStack
15 25 (1.30%) Apache Geronimo
16 22 (1.14%) WildFly
17 21 (1.09%) Confluence
18 18 (0.93%) BizTalk Server
19 15 (0.78%) Mule
Applications
1 103 (5.34%) MS Visio
2 25 (1.30%) Microsoft Excel
3 23 (1.19%) Simulink
4 21 (1.09%) Microsoft Office
5 13 (0.67%) Microsoft Project
6 12 (0.62%) Acrobat
6 12 (0.62%) Adobe Illustrator
6 12 (0.62%) PaintShop Pro
7 7 (0.36%) Microsoft PowerPoint
8 3 (0.16%) Mathcad
9 2 (0.10%) OmniGraffle
9 2 (0.10%) Spreadsheet
10 1 (0.052%) CATIA
10 1 (0.052%) Solid Edge
Business Applications
1 19 (0.98%) Teamcenter
2 14 (0.73%) Oracle Payables
3 13 (0.67%) Dynamics NAV
3 13 (0.67%) Oracle EBS
3 13 (0.67%) Oracle Receivables
4 10 (0.52%) Unica
5 9 (0.47%) Oracle BPM
6 8 (0.41%) Dynamics CRM
6 8 (0.41%) Maximo
7 7 (0.36%) BusinessWorks
7 7 (0.36%) SAP Hybris
8 5 (0.26%) TIBCO BusinessEvents
8 5 (0.26%) Workday HCM
9 4 (0.21%) Dynamics AX
9 4 (0.21%) Oracle Retail
10 3 (0.16%) Adobe Campaign
10 3 (0.16%) Oracle SCM
10 3 (0.16%) SAP HR
11 2 (0.10%) Exstream
11 2 (0.10%) SAP Retail
Cloud Services
1 144 (7.47%) Amazon AWS
2 143 (7.41%) Microsoft Azure
3 71 (3.68%) SaaS
4 44 (2.28%) IaaS
5 37 (1.92%) PaaS
6 25 (1.30%) iPaaS
7 23 (1.19%) Cloud Computing
8 18 (0.93%) Google Cloud Platform
8 18 (0.93%) Virtual Private Cloud
9 14 (0.73%) iTunes
10 13 (0.67%) Office 365
11 12 (0.62%) Amazon S3
11 12 (0.62%) OpenShift
12 10 (0.52%) GitHub
13 8 (0.41%) Google Play
14 7 (0.36%) Boomi
14 7 (0.36%) Silverpop
15 5 (0.26%) Force.com
15 5 (0.26%) SuccessFactors
16 4 (0.21%) Basecamp
Communications & Networking
1 105 (5.44%) TCP/IP
2 64 (3.32%) HTTP
3 42 (2.18%) Intranet
4 40 (2.07%) SSL
5 34 (1.76%) Internet
6 27 (1.40%) Ethernet
7 16 (0.83%) RS-232
8 15 (0.78%) Wireless
9 13 (0.67%) Firewall
10 12 (0.62%) FTP
11 7 (0.36%) Unified Communications
11 7 (0.36%) VoIP
11 7 (0.36%) Wi-Fi
12 6 (0.31%) DHCP
12 6 (0.31%) DNS
13 5 (0.26%) Bluetooth
13 5 (0.26%) Cisco ASA
13 5 (0.26%) Cisco PIX
13 5 (0.26%) Network Security
13 5 (0.26%) VPN
Database & Business Intelligence
1 285 (14.77%) SQL Server
2 166 (8.61%) Relational Database
3 138 (7.15%) NoSQL
4 127 (6.58%) Data Warehouse
5 111 (5.75%) Big Data
6 94 (4.87%) MySQL
7 80 (4.15%) Hadoop
8 75 (3.89%) MongoDB
9 59 (3.06%) RDBMS
10 58 (3.01%) PostgreSQL
11 51 (2.64%) SQL Server Integration Services
12 48 (2.49%) Redis
13 47 (2.44%) Couchbase
13 47 (2.44%) Riak
14 39 (2.02%) Apache Cassandra
15 36 (1.87%) SQL Server Analysis Services
16 32 (1.66%) Oracle Database
16 32 (1.66%) SQL Server 2014
17 23 (1.19%) InterSystems Cache
18 21 (1.09%) SQL Server Reporting Services
Development Applications
1 102 (5.29%) JIRA
1 102 (5.29%) Team Foundation Server
2 93 (4.82%) Jenkins
3 83 (4.30%) Visual Studio
4 79 (4.10%) Git (software)
5 78 (4.04%) NUnit
6 74 (3.84%) Maven
7 68 (3.53%) MSTest
7 68 (3.53%) Rational DOORS
8 53 (2.75%) Subversion
9 43 (2.23%) Ant
10 38 (1.97%) Rational Rhapsody
11 37 (1.92%) Eclipse
12 36 (1.87%) Toad
13 35 (1.81%) MagicDraw
14 32 (1.66%) JUnit
15 31 (1.61%) XMLSpy
16 25 (1.30%) Octopus Deploy
17 17 (0.88%) Android Studio
18 16 (0.83%) NuGet
General
1 578 (29.96%) Finance
2 245 (12.70%) Retail
3 238 (12.34%) Banking
4 98 (5.08%) Investment Banking
5 80 (4.15%) Marketing
6 77 (3.99%) Retail Banking
7 68 (3.53%) Telecoms
8 41 (2.13%) Front Office
9 40 (2.07%) Legal
10 38 (1.97%) Advertising
11 34 (1.76%) Manufacturing
12 33 (1.71%) Aerospace
12 33 (1.71%) Military
12 33 (1.71%) Publishing
13 29 (1.50%) Electronics
13 29 (1.50%) Local Government
14 28 (1.45%) Automotive
15 26 (1.35%) Law
16 16 (0.83%) Back Office
17 15 (0.78%) Pharmaceutical
Job Titles
1 544 (28.20%) Architect
2 487 (25.25%) Analyst
3 457 (23.69%) Developer
4 397 (20.58%) Business Analyst
5 271 (14.05%) Software Engineer
6 218 (11.30%) Solutions Architect
7 149 (7.72%) Java Developer
8 116 (6.01%) .NET Developer
9 113 (5.86%) Senior Developer
10 105 (5.44%) C# Developer
10 105 (5.44%) Technical Architect
11 94 (4.87%) Senior Architect
12 93 (4.82%) C++ Software Engineer
13 81 (4.20%) C# .NET Developer
14 76 (3.94%) C# Software Engineer
15 69 (3.58%) .NET Software Engineer
16 67 (3.47%) Consultant
16 67 (3.47%) SQL Developer
17 66 (3.42%) Senior Analyst
18 64 (3.32%) Data Architect
Libraries, Frameworks & Software Standards
1 432 (22.40%) .NET
2 342 (17.73%) Web Services
3 318 (16.49%) XML
4 267 (13.84%) HTML
5 179 (9.28%) CSS
6 176 (9.12%) SOAP
7 156 (8.09%) ASP.NET
8 155 (8.04%) J2EE
9 147 (7.62%) Spring
10 146 (7.57%) WCF
11 145 (7.52%) REST
12 128 (6.64%) Hibernate
13 124 (6.43%) .NET Framework
14 116 (6.01%) WPF
15 111 (5.75%) jQuery
16 110 (5.70%) RESTful
17 100 (5.18%) AngularJS
18 81 (4.20%) JSON
18 81 (4.20%) XSLT
19 78 (4.04%) Java EE
Miscellaneous
1 251 (13.01%) Enterprise Software
2 174 (9.02%) Analytical Skills
3 158 (8.19%) Computer Science
4 146 (7.57%) Management Information System
5 80 (4.15%) Greenfield Project
6 75 (3.89%) Algorithms
6 75 (3.89%) Mobile App
7 65 (3.37%) Data Structures
8 51 (2.64%) User Experience
9 39 (2.02%) Client/Server
10 36 (1.87%) Reference Data
11 30 (1.56%) Foreign Exchange (FX)
12 29 (1.50%) N-Tier
13 25 (1.30%) Data Centre
13 25 (1.30%) Fintech
14 24 (1.24%) Embedded Systems
15 20 (1.04%) PlayStation
16 19 (0.98%) Streaming Video
17 18 (0.93%) Xbox
18 17 (0.88%) NHS
Operating Systems
1 229 (11.87%) Windows
2 174 (9.02%) Linux
3 108 (5.60%) Unix
4 78 (4.04%) Android
5 75 (3.89%) Apple iOS
6 38 (1.97%) Windows Server
7 23 (1.19%) Windows Embedded Compact
8 18 (0.93%) Windows Phone
9 17 (0.88%) Windows Server 2003
10 15 (0.78%) Mac OS
11 12 (0.62%) SUSE Linux Enterprise Server
12 10 (0.52%) Windows Server 2012
13 9 (0.47%) Embedded Linux
14 7 (0.36%) Red Hat Enterprise Linux
15 6 (0.31%) Windows Server 2008
16 4 (0.21%) AIX
17 2 (0.10%) Oracle Linux
17 2 (0.10%) Solaris
17 2 (0.10%) VMS
18 1 (0.052%) Windows Mobile
Processes & Methodologies
1 962 (49.87%) Agile Software Development
2 495 (25.66%) OO
3 436 (22.60%) Scrum
4 397 (20.58%) Software Engineering
5 353 (18.30%) SDLC
6 314 (16.28%) SOA
7 312 (16.17%) TOGAF
8 306 (15.86%) Business Analysis
9 297 (15.40%) Use Case
10 259 (13.43%) Waterfall
11 250 (12.96%) Data Modelling
12 238 (12.34%) RUP
13 227 (11.77%) BPMN
14 213 (11.04%) Stakeholder Management
15 196 (10.16%) TDD
16 185 (9.59%) Project Management
17 171 (8.86%) Continuous Integration
18 162 (8.40%) DSDM
18 162 (8.40%) Open Source
19 152 (7.88%) OOD
Programming Languages
1 661 (34.27%) Java
2 511 (26.49%) SQL
3 367 (19.03%) C#
4 358 (18.56%) C++
5 286 (14.83%) JavaScript
6 188 (9.75%) C
7 134 (6.95%) Python
8 97 (5.03%) PL/SQL
9 91 (4.72%) T-SQL
10 58 (3.01%) PHP
11 53 (2.75%) Bash Shell
12 46 (2.38%) Perl
12 46 (2.38%) Shell Script
13 34 (1.76%) MATLAB
14 32 (1.66%) Objective-C
15 27 (1.40%) Go
15 27 (1.40%) PowerShell
16 21 (1.09%) VB.NET
17 20 (1.04%) XAML
18 17 (0.88%) Apple Swift
Qualifications
1 351 (18.20%) Degree
2 189 (9.80%) Security Cleared
3 130 (6.74%) SC Cleared
4 108 (5.60%) ISEB
5 72 (3.73%) Computer Science Degree
6 23 (1.19%) DV Cleared
7 20 (1.04%) Microsoft Certification
8 18 (0.93%) CBAP
9 16 (0.83%) PhD
10 12 (0.62%) Master's Degree
11 11 (0.57%) IIBA
12 10 (0.52%) Chartered Engineer
12 10 (0.52%) MCP
13 9 (0.47%) Numerate Degree
14 8 (0.41%) APMP
14 8 (0.41%) MCPD
15 6 (0.31%) CCNP
15 6 (0.31%) CCSE
15 6 (0.31%) Cisco Certification
15 6 (0.31%) CISSP
Quality Assurance & Compliance
1 123 (6.38%) QA
2 34 (1.76%) ISO 20022
3 19 (0.98%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 16 (0.83%) Data Quality
4 16 (0.83%) ISO/IEC 27001
4 16 (0.83%) MISRA
5 12 (0.62%) ISO 9001
5 12 (0.62%) PCI DSS
6 11 (0.57%) MiFID
6 11 (0.57%) MISRA C
7 9 (0.47%) ISO/IEC 15288
8 8 (0.41%) COBIT
8 8 (0.41%) Def Stans
9 6 (0.31%) Cyber Essentials
9 6 (0.31%) ISO/IEC 20000
9 6 (0.31%) WAI
10 4 (0.21%) DO-178B
10 4 (0.21%) PMO
10 4 (0.21%) Sarbanes-Oxley
10 4 (0.21%) SLA
System Software
1 34 (1.76%) VMware Infrastructure
2 24 (1.24%) Docker
3 13 (0.67%) Firmware
4 9 (0.47%) Active Directory
5 5 (0.26%) Virtual Machines
6 4 (0.21%) Virtual Desktop
7 1 (0.052%) Apache Flume
7 1 (0.052%) HDFS
7 1 (0.052%) Hyper-V
7 1 (0.052%) PowerHA
Systems Management
1 42 (2.18%) Opscode Chef
2 41 (2.13%) Puppet
3 34 (1.76%) Ansible
3 34 (1.76%) Kibana
3 34 (1.76%) logstash
4 33 (1.71%) Salt
5 6 (0.31%) HP Quality Center
6 5 (0.26%) Kubernetes
7 2 (0.10%) Nagios
7 2 (0.10%) Packer
7 2 (0.10%) SELinux
8 1 (0.052%) Cobbler
8 1 (0.052%) Tivoli
8 1 (0.052%) Tivoli Monitoring
Vendors
1 316 (16.38%) Oracle
2 254 (13.17%) Microsoft
3 75 (3.89%) IBM
4 59 (3.06%) VMware
5 50 (2.59%) SAP
6 38 (1.97%) Google
7 36 (1.87%) GoldenSource
8 34 (1.76%) TIBCO
9 33 (1.71%) hybris
10 21 (1.09%) Informatica
11 20 (1.04%) Salesforce.com
12 19 (0.98%) Sybase
13 18 (0.93%) Rackspace
13 18 (0.93%) webMethods
14 16 (0.83%) Cognizant
15 15 (0.78%) Adobe
15 15 (0.78%) CA
16 13 (0.67%) Xamarin
17 12 (0.62%) Dell
17 12 (0.62%) Nintex