Period
to 19 August 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 19 August 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
UK > England
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 327 293 226
Rank change year-on-year -34 -67 -25
Permanent jobs citing UML 1,613 1,965 2,833
As % of all permanent IT jobs advertised in England 1.02% 1.18% 1.52%
As % of the Processes & Methodologies category 1.12% 1.29% 1.68%
Number of salaries quoted 1,233 1,545 2,339
England median annual salary £52,500 £55,000 £50,000
Median salary % change year-on-year -4.55% +10.00% -
10th Percentile £37,500 £34,125 £33,750
90th Percentile £85,000 £83,750 £80,000
UK median annual salary £52,500 £55,000 £50,000
% change year-on-year -4.55% +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 143,839 152,341 168,792
As % of all permanent IT jobs advertised in England 91.14% 91.50% 90.85%
Number of salaries quoted 115,290 122,159 142,469
England median annual salary £50,000 £50,000 £50,000
10th Percentile £29,750 £28,250 £27,500
90th Percentile £82,500 £80,000 £78,750
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 19 August 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 19 August 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 -48 546 £72,500 +8.61% 40
South East +15 373 £47,500 -5.00% 42
South West +9 271 £47,500 +5.56% 33
North of England -6 240 £50,000 -9.09% 41
North West +11 120 £50,000 -4.76% 25
Yorkshire +11 108 £53,000 -3.64% 14
East of England -39 93 £61,500 +23.00% 24
Midlands -50 91 £45,500 -13.33% 30
West Midlands -37 57 £50,000 - 22
East Midlands -19 34 £40,000 -27.27% 8
North East -17 12 £37,500 -37.50% 2
UML
UK

For the 6 months to 19 August 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.

1 874 (54.18%) Agile Software Development
2 498 (30.87%) Java
3 467 (28.95%) SQL
4 444 (27.53%) Finance
5 426 (26.41%) Degree
6 420 (26.04%) Software Engineering
7 403 (24.98%) C#
8 392 (24.30%) OO
9 381 (23.62%) C++
10 353 (21.88%) JavaScript
11 329 (20.40%) .NET
12 310 (19.22%) Scrum
13 301 (18.66%) Security Cleared
14 292 (18.10%) Web Services
15 291 (18.04%) TOGAF
16 289 (17.92%) HTML
17 277 (17.17%) CSS
18 276 (17.11%) Use Case
19 260 (16.12%) Business Analysis
20 255 (15.81%) Computer Science
21 253 (15.69%) C
22 250 (15.50%) TDD
23 243 (15.07%) SQL Server
24 234 (14.51%) Waterfall
25 233 (14.45%) XML
26 231 (14.32%) Continuous Integration
27 230 (14.26%) Analytical Skills
28 229 (14.20%) SOA
29 212 (13.14%) BPMN
30 207 (12.83%) Microsoft

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 85 (5.27%) SharePoint
2 51 (3.16%) Tomcat
3 45 (2.79%) Apache
3 45 (2.79%) WebLogic
4 44 (2.73%) Oracle SOA Suite
5 42 (2.60%) JBoss
6 35 (2.17%) Confluence
7 30 (1.86%) Elasticsearch
7 30 (1.86%) WebSphere
8 23 (1.43%) Jetty
9 21 (1.30%) WebSphere Application Server
10 18 (1.12%) SharePoint 2013
11 14 (0.87%) MQSeries
12 12 (0.74%) CMS
12 12 (0.74%) IIS
12 12 (0.74%) OpenStack
13 11 (0.68%) Alfresco
13 11 (0.68%) Apache Spark
13 11 (0.68%) Joomla!
14 10 (0.62%) Oracle Application Server
Applications
1 97 (6.01%) MS Visio
2 42 (2.60%) Microsoft Excel
3 34 (2.11%) Microsoft Office
4 24 (1.49%) Microsoft Project
5 19 (1.18%) Simulink
6 18 (1.12%) Microsoft PowerPoint
7 8 (0.50%) Stateflow
8 7 (0.43%) TargetLink
9 4 (0.25%) Doxygen
9 4 (0.25%) Photoshop
10 2 (0.12%) Chatbot
10 2 (0.12%) Spreadsheet
11 1 (0.062%) S-PLUS
Business Applications
1 50 (3.10%) Dynamics CRM
2 13 (0.81%) Dynamics AX
3 7 (0.43%) Magento
4 6 (0.37%) Dynamics NAV
4 6 (0.37%) NetSuite
5 5 (0.31%) SAP CRM
5 5 (0.31%) SAP IS-U
6 4 (0.25%) Sonata
6 4 (0.25%) Visualfiles
7 3 (0.19%) Oracle BPM
8 2 (0.12%) BusinessWorks
8 2 (0.12%) Payment Gateway
8 2 (0.12%) Teamcenter
9 1 (0.062%) BASE24
9 1 (0.062%) Postilion
Cloud Services
1 175 (10.85%) Microsoft Azure
2 170 (10.54%) Amazon AWS
3 49 (3.04%) SaaS
4 38 (2.36%) PaaS
5 25 (1.55%) IaaS
6 22 (1.36%) Google Cloud Platform
7 20 (1.24%) Cloud Computing
8 11 (0.68%) Serverless
9 6 (0.37%) GitHub
9 6 (0.37%) npm
9 6 (0.37%) SuccessFactors
10 5 (0.31%) AWS Lambda
11 4 (0.25%) AWS CloudFormation
11 4 (0.25%) Office 365
12 3 (0.19%) Amazon S3
12 3 (0.19%) Lucidchart
12 3 (0.19%) Slack
13 2 (0.12%) Asana
13 2 (0.12%) AWS CodePipeline
13 2 (0.12%) IBM Blueworks
Communications & Networking
1 36 (2.23%) Internet
2 27 (1.67%) HTTP
3 12 (0.74%) Intranet
4 11 (0.68%) Network Security
5 10 (0.62%) Bluetooth
5 10 (0.62%) Ethernet
5 10 (0.62%) Remote Desktop
6 9 (0.56%) SSL
6 9 (0.56%) TCP/IP
6 9 (0.56%) Wi-Fi
7 8 (0.50%) 3GPP
7 8 (0.50%) 802.11
7 8 (0.50%) 802.15
7 8 (0.50%) MQTT
7 8 (0.50%) Wireshark
7 8 (0.50%) ZigBee
8 7 (0.43%) Firewall
8 7 (0.43%) HTTPS
9 6 (0.37%) Extranet
10 5 (0.31%) DNS
Database & Business Intelligence
1 243 (15.07%) SQL Server
2 93 (5.77%) NoSQL
3 80 (4.96%) Relational Database
4 65 (4.03%) MongoDB
5 58 (3.60%) Big Data
6 56 (3.47%) Data Warehouse
7 50 (3.10%) PostgreSQL
8 45 (2.79%) Hadoop
9 40 (2.48%) MySQL
10 38 (2.36%) RDBMS
11 25 (1.55%) Redis
12 22 (1.36%) SQL Server Integration Services
13 21 (1.30%) SQL Server Reporting Services
14 18 (1.12%) Oracle Database
15 17 (1.05%) DB2
15 17 (1.05%) Geospatial Data
16 16 (0.99%) Couchbase
16 16 (0.99%) Riak
17 15 (0.93%) SQL Server Analysis Services
18 14 (0.87%) SQL Server 2008
Development Applications
1 139 (8.62%) Git (software)
2 105 (6.51%) Visual Studio
3 104 (6.45%) Subversion
4 98 (6.08%) Team Foundation Server
5 97 (6.01%) JIRA
6 92 (5.70%) Jenkins
7 87 (5.39%) Maven
8 75 (4.65%) NUnit
9 62 (3.84%) MSTest
10 59 (3.66%) JUnit
10 59 (3.66%) Visual Studio Team System
11 55 (3.41%) Eclipse
12 38 (2.36%) Rational DOORS
13 32 (1.98%) Ant
13 32 (1.98%) Octopus Deploy
14 29 (1.80%) Gradle
15 25 (1.55%) Jasmine
16 23 (1.43%) Rational Rhapsody
17 22 (1.36%) gulp
17 22 (1.36%) Mockito
General
1 444 (27.53%) Finance
2 83 (5.15%) Retail
3 74 (4.59%) Banking
4 46 (2.85%) Electronics
5 45 (2.79%) Advertising
6 39 (2.42%) Law
7 33 (2.05%) Aerospace
8 30 (1.86%) Manufacturing
9 29 (1.80%) Financial Institution
9 29 (1.80%) Investment Banking
9 29 (1.80%) Telecoms
10 28 (1.74%) Marketing
11 27 (1.67%) Automotive
12 24 (1.49%) Back Office
12 24 (1.49%) Local Government
13 22 (1.36%) Legal
14 19 (1.18%) Military
15 15 (0.93%) Front Office
15 15 (0.93%) Games
16 11 (0.68%) French Language
Job Titles
1 427 (26.47%) Architect
2 360 (22.32%) Analyst
3 350 (21.70%) Developer
4 297 (18.41%) Business Analyst
5 266 (16.49%) Software Engineer
6 199 (12.34%) Solutions Architect
7 143 (8.87%) Java Developer
8 94 (5.83%) Senior Developer
9 80 (4.96%) Software Developer
10 76 (4.71%) Consultant
11 75 (4.65%) Senior Software Engineer
12 73 (4.53%) C# Developer
13 69 (4.28%) C++ Software Engineer
14 59 (3.66%) .NET Developer
15 56 (3.47%) Embedded Engineer
16 54 (3.35%) Embedded Software Engineer
17 53 (3.29%) Technical Architect
18 51 (3.16%) Systems Analyst
19 49 (3.04%) C# .NET Developer
20 48 (2.98%) C# Software Engineer
Libraries, Frameworks & Software Standards
1 329 (20.40%) .NET
2 292 (18.10%) Web Services
3 289 (17.92%) HTML
4 277 (17.17%) CSS
5 233 (14.45%) XML
6 165 (10.23%) jQuery
7 151 (9.36%) Spring
8 123 (7.63%) REST
9 119 (7.38%) ASP.NET
10 105 (6.51%) SOAP
11 103 (6.39%) J2EE
12 96 (5.95%) WPF
13 95 (5.89%) WCF
14 91 (5.64%) AngularJS
14 91 (5.64%) Hibernate
15 88 (5.46%) Entity Framework
15 88 (5.46%) XSLT
16 82 (5.08%) RESTful
17 81 (5.02%) React
18 76 (4.71%) .NET Framework
Miscellaneous
1 255 (15.81%) Computer Science
2 230 (14.26%) Analytical Skills
3 94 (5.83%) Management Information System
4 76 (4.71%) Enterprise Software
5 74 (4.59%) Self-Motivation
6 71 (4.40%) User Experience
7 67 (4.15%) N-Tier
8 58 (3.60%) Embedded Systems
9 39 (2.42%) Fintech
10 31 (1.92%) Field-Programmable Gate Array
11 19 (1.18%) Mobile App
12 18 (1.12%) Algorithms
12 18 (1.12%) Virtual Team
13 17 (1.05%) Greenfield Project
13 17 (1.05%) RIA
14 15 (0.93%) Device Driver
15 14 (0.87%) Data Structures
16 13 (0.81%) Taxonomies
17 12 (0.74%) Cyberthreat
17 12 (0.74%) FMCG
Operating Systems
1 189 (11.72%) Linux
2 149 (9.24%) Windows
3 50 (3.10%) Android
4 47 (2.91%) Unix
5 33 (2.05%) Apple iOS
6 22 (1.36%) Embedded Linux
7 15 (0.93%) Solaris
8 8 (0.50%) FreeRTOS
8 8 (0.50%) ThreadX
8 8 (0.50%) Windows Server
9 7 (0.43%) Amazon Linux
9 7 (0.43%) Red Hat Enterprise Linux
9 7 (0.43%) Windows Phone
10 6 (0.37%) HPUX
10 6 (0.37%) Windows NT
11 5 (0.31%) Windows Server 2008
12 4 (0.25%) Windows Server 2003
13 1 (0.062%) VxWorks
13 1 (0.062%) Windows Embedded Compact
13 1 (0.062%) Windows XP
Processes & Methodologies
1 874 (54.18%) Agile Software Development
2 420 (26.04%) Software Engineering
3 392 (24.30%) OO
4 310 (19.22%) Scrum
5 291 (18.04%) TOGAF
6 276 (17.11%) Use Case
7 260 (16.12%) Business Analysis
8 250 (15.50%) TDD
9 234 (14.51%) Waterfall
10 231 (14.32%) Continuous Integration
11 229 (14.20%) SOA
12 212 (13.14%) BPMN
13 207 (12.83%) SDLC
14 203 (12.59%) Problem-Solving
15 186 (11.53%) Project Management
16 166 (10.29%) Stakeholder Management
17 165 (10.23%) Enterprise Architecture
18 164 (10.17%) MVC
19 158 (9.80%) Open Source
20 149 (9.24%) User Stories
Programming Languages
1 498 (30.87%) Java
2 467 (28.95%) SQL
3 403 (24.98%) C#
4 381 (23.62%) C++
5 353 (21.88%) JavaScript
6 253 (15.69%) C
7 154 (9.55%) T-SQL
8 127 (7.87%) Python
9 90 (5.58%) PL/SQL
10 34 (2.11%) Java 8
11 32 (1.98%) Perl
12 31 (1.92%) Embedded C++
13 30 (1.86%) Bash Shell
14 28 (1.74%) Embedded C
15 27 (1.67%) PowerShell
16 26 (1.61%) Ada
17 22 (1.36%) Shell Script
18 21 (1.30%) Objective-C
18 21 (1.30%) VBA
19 19 (1.18%) Assembly Language
Qualifications
1 426 (26.41%) Degree
2 301 (18.66%) Security Cleared
3 178 (11.04%) SC Cleared
4 127 (7.87%) Computer Science Degree
5 64 (3.97%) DV Cleared
6 49 (3.04%) ISEB
7 19 (1.18%) Microsoft Certification
8 18 (1.12%) MCPD
9 16 (0.99%) PMI Certification
10 14 (0.87%) PhD
11 13 (0.81%) APMP
12 12 (0.74%) IIBA
13 11 (0.68%) Numerate Degree
14 10 (0.62%) CBAP
14 10 (0.62%) PRINCE2 Certification
15 9 (0.56%) ISTQB
15 9 (0.56%) Master's Degree
16 8 (0.50%) ISTQB Foundation Certification
17 6 (0.37%) PMP
18 5 (0.31%) AWS Certification
Quality Assurance & Compliance
1 100 (6.20%) QA
2 41 (2.54%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 32 (1.98%) ISO/IEC 27001
4 30 (1.86%) Cyber Essentials
5 28 (1.74%) ISO 9001
6 25 (1.55%) GDPR
7 23 (1.43%) MISRA
8 15 (0.93%) ECSS
9 12 (0.74%) COBIT
10 11 (0.68%) Data Quality
11 10 (0.62%) PSD2
12 8 (0.50%) Def Stans
13 7 (0.43%) HAZOP
14 6 (0.37%) DO-178B
14 6 (0.37%) ISO/IEC 20000
14 6 (0.37%) SLA
15 5 (0.31%) PCI DSS
15 5 (0.31%) SEPA
16 4 (0.25%) ISO 26262
16 4 (0.25%) MISRA C
System Software
1 68 (4.22%) Docker
2 33 (2.05%) Firmware
3 18 (1.12%) Active Directory
4 8 (0.50%) KVM
4 8 (0.50%) QEMU
5 7 (0.43%) iptables
5 7 (0.43%) VMware ESXi
5 7 (0.43%) VMware Infrastructure
5 7 (0.43%) VMware Server
5 7 (0.43%) vSphere
6 4 (0.25%) Apache Flume
6 4 (0.25%) HDFS
7 2 (0.12%) Virtual Machines
Systems Management
1 22 (1.36%) Kubernetes
2 18 (1.12%) Opscode Chef
3 11 (0.68%) Single Sign-On
4 9 (0.56%) Puppet
5 7 (0.43%) Ansible
6 5 (0.31%) Terraform
7 4 (0.25%) Docker Swarm
7 4 (0.25%) Mesos
7 4 (0.25%) Oozie
8 3 (0.19%) HP Quality Center
9 2 (0.12%) Cobbler
9 2 (0.12%) Kibana
9 2 (0.12%) logstash
9 2 (0.12%) Nagios
9 2 (0.12%) SELinux
10 1 (0.062%) Business Desktop Deployment
10 1 (0.062%) MOM
Vendors
1 207 (12.83%) Microsoft
2 169 (10.48%) Oracle
3 51 (3.16%) Nintex
4 46 (2.85%) IBM
5 32 (1.98%) Google
6 31 (1.92%) Atlassian
7 27 (1.67%) VMware
8 20 (1.24%) Salesforce.com
9 18 (1.12%) Rackspace
10 15 (0.93%) SAP
11 14 (0.87%) Tableau
12 13 (0.81%) Capita
12 13 (0.81%) Xamarin
13 12 (0.74%) Citrix
13 12 (0.74%) Sybase
14 11 (0.68%) Apple
14 11 (0.68%) TIBCO
15 9 (0.56%) CA
15 9 (0.56%) hybris
16 8 (0.50%) WorldPay