Period
to 23 August 2017

The following table provides summary statistics for permanent job vacancies advertised in the South West 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)
England > South West
6 months to
23 Aug 2017
Same period 2016 Same period 2015
Rank 128 117 107
Rank change year-on-year -11 -10 -15
Permanent jobs citing UML 264 302 340
As % of all permanent IT jobs advertised in the South West 2.56% 2.77% 2.89%
As % of the Processes & Methodologies category 2.84% 3.14% 3.30%
Number of salaries quoted 214 258 282
South West median annual salary £45,000 £42,000 £45,245
Median salary % change year-on-year +7.14% -7.17% +6.46%
10th Percentile £27,500 £30,000 £30,000
90th Percentile £68,375 £65,000 £62,500
England 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 the South West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Permanent vacancies with a requirement for process or methodology skills 9308 9624 10291
As % of all permanent IT jobs advertised in the South West 90.26% 88.12% 87.41%
Number of salaries quoted 7680 8036 8564
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +2.56%
10th Percentile £26,225 £26,250 £24,000
90th Percentile £64,775 £65,000 £62,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

UML
Job Vacancy Trend in the South West

Job postings citing UML as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for UML in the South West

UML
Salary Trend in the South West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing UML in the South West.

Salary trend for UML in the South West

UML
Salary Histogram in the South West

The salary distribution of IT jobs citing UML in the South West over the 6 months to 23 August 2017.

Salary histogram for UML in the South West

UML
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing UML within the South West 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
Bristol +23 134 £44,250 -1.67% 1
Wiltshire -18 43 £50,990 +27.48% 5
Dorset +13 34 £45,000 - 2
Gloucestershire -37 20 £40,000 -5.88% 1
Somerset -23 17 £32,500 -7.14%
Devon +6 10 £55,000 +37.50% 1
UML
England

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 South West region with a requirement for UML.

1 124 (46.97%) Software Engineering
2 114 (43.18%) Java
3 106 (40.15%) Agile Software Development
4 101 (38.26%) Security Cleared
5 98 (37.12%) C++
6 83 (31.44%) C
7 72 (27.27%) Degree
8 70 (26.52%) SC Cleared
9 59 (22.35%) OO
9 59 (22.35%) Linux
10 52 (19.70%) SQL Server
10 52 (19.70%) ITIL
11 49 (18.56%) Scrum
12 46 (17.42%) TOGAF
13 45 (17.05%) Requirements Management
13 45 (17.05%) SQL
14 43 (16.29%) JavaScript
14 43 (16.29%) SysML
14 43 (16.29%) Mathematics
15 42 (15.91%) .NET
16 41 (15.53%) Windows
16 41 (15.53%) NoSQL
17 40 (15.15%) Rational DOORS
18 38 (14.39%) Oracle
19 36 (13.64%) MODAF
19 36 (13.64%) HTML
20 35 (13.26%) Team Foundation Server
21 31 (11.74%) Computer Science
21 31 (11.74%) Project Management
21 31 (11.74%) C#

UML
Co-occurring IT Skills in the South West 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 17 (6.44%) IIS
2 12 (4.55%) WebLogic
3 11 (4.17%) JBoss
3 11 (4.17%) Jetty
3 11 (4.17%) Tomcat
4 10 (3.79%) WebSphere
5 8 (3.03%) SharePoint
5 8 (3.03%) SharePoint 2010
5 8 (3.03%) SharePoint 2013
6 7 (2.65%) Oracle SOA Suite
7 5 (1.89%) Apache Solr
7 5 (1.89%) Apache Spark
7 5 (1.89%) Elasticsearch
7 5 (1.89%) OpenStack
8 4 (1.52%) Alfresco
8 4 (1.52%) Confluence
8 4 (1.52%) Joomla!
9 3 (1.14%) Apache
10 2 (0.76%) WebSphere Application Server
11 1 (0.38%) CMS
Applications
1 25 (9.47%) MS Visio
2 12 (4.55%) Simulink
3 9 (3.41%) Microsoft Office
4 2 (0.76%) Spreadsheet
5 1 (0.38%) Microsoft Excel
Business Applications
1 8 (3.03%) Dynamics NAV
1 8 (3.03%) Maximo
Cloud Services
1 19 (7.20%) Amazon AWS
2 11 (4.17%) Amazon S3
3 9 (3.41%) Microsoft Azure
4 4 (1.52%) GitHub
5 3 (1.14%) SaaS
6 1 (0.38%) Cloud Computing
Communications & Networking
1 11 (4.17%) TCP/IP
2 6 (2.27%) DHCP
2 6 (2.27%) DNS
3 4 (1.52%) Internet
4 3 (1.14%) Wi-Fi
5 2 (0.76%) Cisco ASA
5 2 (0.76%) Cisco PIX
5 2 (0.76%) SMS
5 2 (0.76%) VPN
5 2 (0.76%) Wireless
6 1 (0.38%) 802.11
6 1 (0.38%) Ethernet
6 1 (0.38%) F5 BIG-IP GTM
6 1 (0.38%) F5 BIG-IP LTM
6 1 (0.38%) Firewall
6 1 (0.38%) LAN
6 1 (0.38%) NAS
6 1 (0.38%) SAN
6 1 (0.38%) WAN
Database & Business Intelligence
1 52 (19.70%) SQL Server
2 41 (15.53%) NoSQL
3 29 (10.98%) MongoDB
4 26 (9.85%) Hadoop
5 11 (4.17%) Couchbase
5 11 (4.17%) Redis
5 11 (4.17%) Riak
6 9 (3.41%) Big Data
6 9 (3.41%) MySQL
6 9 (3.41%) PostgreSQL
6 9 (3.41%) Relational Database
7 8 (3.03%) Data Warehouse
8 5 (1.89%) Apache Cassandra
9 4 (1.52%) Triplestore
10 2 (0.76%) Geospatial Data
11 1 (0.38%) GIS
11 1 (0.38%) Oracle Database
Development Applications
1 40 (15.15%) Rational DOORS
2 35 (13.26%) Team Foundation Server
3 17 (6.44%) JIRA
3 17 (6.44%) Rational Rhapsody
4 15 (5.68%) Eclipse
5 13 (4.92%) Git (software)
6 12 (4.55%) Maven
7 10 (3.79%) Jenkins
8 8 (3.03%) Subversion
9 4 (1.52%) Axure RP
9 4 (1.52%) Bitbucket
9 4 (1.52%) Gradle
10 3 (1.14%) Selenium
11 2 (0.76%) Ant
11 2 (0.76%) Apache Ivy
11 2 (0.76%) GCC
11 2 (0.76%) Gerrit
11 2 (0.76%) NetBeans
11 2 (0.76%) Sonatype Nexus
11 2 (0.76%) Visual Studio
General
1 24 (9.09%) Finance
2 21 (7.95%) Banking
3 15 (5.68%) Retail
4 9 (3.41%) Marketing
4 9 (3.41%) Military
5 6 (2.27%) Law
6 5 (1.89%) Aerospace
6 5 (1.89%) Retail Banking
6 5 (1.89%) Telecoms
7 3 (1.14%) Automotive
7 3 (1.14%) Manufacturing
8 2 (0.76%) Electronics
9 1 (0.38%) Games
9 1 (0.38%) Legal
9 1 (0.38%) Publishing
Job Titles
1 91 (34.47%) Software Engineer
2 57 (21.59%) Developer
3 49 (18.56%) Architect
4 46 (17.42%) Java Engineer
4 46 (17.42%) Java Software Engineer
5 38 (14.39%) C++ Software Engineer
6 35 (13.26%) Analyst
7 28 (10.61%) Business Analyst
7 28 (10.61%) Java Developer
8 23 (8.71%) Systems Engineer
9 21 (7.95%) Technical Architect
10 20 (7.58%) Solutions Architect
11 18 (6.82%) Developer/Software Engineer
12 16 (6.06%) .NET Developer
12 16 (6.06%) Consultant
13 15 (5.68%) Java Software Developer
14 14 (5.30%) Lead .NET Developer
14 14 (5.30%) Lead Developer
14 14 (5.30%) Software Developer
15 13 (4.92%) C/C++ Software Engineer
Libraries, Frameworks & Software Standards
1 42 (15.91%) .NET
2 36 (13.64%) HTML
3 28 (10.61%) .NET Framework
4 26 (9.85%) AngularJS
5 24 (9.09%) REST
6 23 (8.71%) XML
7 22 (8.33%) Spring
8 19 (7.20%) ASP.NET
8 19 (7.20%) Web Services
9 16 (6.06%) CSS
9 16 (6.06%) WCF
10 13 (4.92%) HTML5
10 13 (4.92%) Middleware
11 12 (4.55%) ASP.NET MVC
11 12 (4.55%) Hibernate
11 12 (4.55%) SOAP
12 10 (3.79%) J2EE
12 10 (3.79%) JPA
12 10 (3.79%) JSF
12 10 (3.79%) React
Miscellaneous
1 31 (11.74%) Computer Science
2 29 (10.98%) Management Information System
3 21 (7.95%) Analytical Skills
4 18 (6.82%) Enterprise Software
5 14 (5.30%) Algorithms
6 13 (4.92%) Client/Server
7 8 (3.03%) Embedded Systems
8 7 (2.65%) Mobile App
9 5 (1.89%) DataPower
9 5 (1.89%) Smartcard
10 4 (1.52%) RIA
11 3 (1.14%) Data Centre
11 3 (1.14%) Foreign Exchange (FX)
12 2 (0.76%) Driving Licence
12 2 (0.76%) Smart City
12 2 (0.76%) User Experience
12 2 (0.76%) Virtual Team
13 1 (0.38%) Enterprise Storage
13 1 (0.38%) Fintech
13 1 (0.38%) Mobile Banking
Operating Systems
1 59 (22.35%) Linux
2 41 (15.53%) Windows
3 17 (6.44%) Android
3 17 (6.44%) Apple iOS
4 16 (6.06%) Windows Server
5 15 (5.68%) Windows Server 2003
6 12 (4.55%) SUSE Linux Enterprise Server
7 3 (1.14%) Windows Embedded Compact
8 2 (0.76%) Windows Server 2008
8 2 (0.76%) Windows Server 2012
9 1 (0.38%) AIX
9 1 (0.38%) Red Hat Enterprise Linux
9 1 (0.38%) Unix
Processes & Methodologies
1 124 (46.97%) Software Engineering
2 106 (40.15%) Agile Software Development
3 59 (22.35%) OO
4 52 (19.70%) ITIL
5 49 (18.56%) Scrum
6 46 (17.42%) TOGAF
7 45 (17.05%) Requirements Management
8 43 (16.29%) Mathematics
8 43 (16.29%) SysML
9 36 (13.64%) MODAF
10 31 (11.74%) DSDM
10 31 (11.74%) Project Management
11 30 (11.36%) Service Delivery
12 29 (10.98%) Stakeholder Management
13 27 (10.23%) SDLC
13 27 (10.23%) Waterfall
14 26 (9.85%) Use Case
15 24 (9.09%) Continuous Integration
15 24 (9.09%) Mentoring
15 24 (9.09%) Validation
Programming Languages
1 114 (43.18%) Java
2 98 (37.12%) C++
3 83 (31.44%) C
4 45 (17.05%) SQL
5 43 (16.29%) JavaScript
6 31 (11.74%) C#
7 14 (5.30%) MATLAB
8 9 (3.41%) Fortran
9 6 (2.27%) Embedded C
9 6 (2.27%) Python
10 5 (1.89%) Bash Shell
10 5 (1.89%) Go
10 5 (1.89%) Perl
11 4 (1.52%) Embedded C++
11 4 (1.52%) Groovy
12 3 (1.14%) Apple Swift
13 2 (0.76%) PHP
13 2 (0.76%) Shell Script
14 1 (0.38%) VB
Qualifications
1 101 (38.26%) Security Cleared
2 72 (27.27%) Degree
3 70 (26.52%) SC Cleared
4 15 (5.68%) Computer Science Degree
5 9 (3.41%) Chartered Engineer
5 9 (3.41%) PhD
6 8 (3.03%) MCPD
6 8 (3.03%) Microsoft Certification
6 8 (3.03%) Numerate Degree
7 7 (2.65%) DV Cleared
8 5 (1.89%) ISEB
Quality Assurance & Compliance
1 20 (7.58%) QA
2 9 (3.41%) ISO/IEC 15288
3 7 (2.65%) ISO 9001
3 7 (2.65%) MISRA
3 7 (2.65%) MISRA C
4 6 (2.27%) Def Stans
4 6 (2.27%) ISO/IEC 20000
5 5 (1.89%) Data Quality
6 2 (0.76%) DO-178B
6 2 (0.76%) ECSS
6 2 (0.76%) MIL-STD-498
6 2 (0.76%) PCI DSS
7 1 (0.38%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 1 (0.38%) TickIT
System Software
1 4 (1.52%) Docker
1 4 (1.52%) VMware Infrastructure
2 2 (0.76%) Active Directory
3 1 (0.38%) Virtual Machines
Systems Management
1 5 (1.89%) Ansible
1 5 (1.89%) Kibana
1 5 (1.89%) logstash
1 5 (1.89%) Opscode Chef
1 5 (1.89%) Puppet
1 5 (1.89%) Salt
Vendors
1 38 (14.39%) Oracle
2 29 (10.98%) Microsoft
3 13 (4.92%) IBM
4 8 (3.03%) TIBCO
5 6 (2.27%) SAP
5 6 (2.27%) VMware
6 5 (1.89%) Software AG
6 5 (1.89%) Unisys
7 4 (1.52%) Sencha
7 4 (1.52%) Xamarin
8 3 (1.14%) Cisco
9 2 (0.76%) Dell
9 2 (0.76%) HP
9 2 (0.76%) Intel
9 2 (0.76%) SonicWALL
10 1 (0.38%) CheckPoint
10 1 (0.38%) Citrix
10 1 (0.38%) F5
10 1 (0.38%) Nokia
10 1 (0.38%) Red Hat