Period
to 21 October 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 21 October 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
England > South West
6 months to
21 Oct 2017
Same period 2016 Same period 2015
Rank 143 124 93
Rank change year-on-year -19 -31 +1
Permanent jobs citing UML 227 277 371
As % of all permanent IT jobs advertised in the South West 2.26% 2.55% 3.13%
As % of the Processes & Methodologies category 2.52% 2.88% 3.54%
Number of salaries quoted 169 241 304
South West median annual salary £45,000 £45,000 £44,750
Median salary % change year-on-year - +0.56% +2.29%
10th Percentile £30,500 £30,000 £30,000
90th Percentile £69,250 £68,750 £62,500
England median annual salary £55,000 £52,000 £50,000
% change year-on-year +5.77% +4.00% -

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 9010 9627 10490
As % of all permanent IT jobs advertised in the South West 89.63% 88.53% 88.41%
Number of salaries quoted 7430 8065 8802
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £26,250 £26,250 £24,500
90th Percentile £65,000 £63,750 £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 21 October 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 21 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
Bristol +18 115 £44,250 -6.84% 5
Wiltshire -9 38 £53,750 +26.47% 6
Dorset -4 33 £45,000 - 4
Gloucestershire -21 22 £57,500 +21.05%
Somerset -19 14 £48,750 +21.88%
Devon +19 8 £55,000 +134.04% 1
UML
England

For the 6 months to 21 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 South West region with a requirement for UML.

1 109 (48.02%) Software Engineering
2 103 (45.37%) Java
3 97 (42.73%) Security Cleared
4 92 (40.53%) Agile Software Development
5 85 (37.44%) C++
6 74 (32.60%) C
7 67 (29.52%) SC Cleared
8 66 (29.07%) Linux
8 66 (29.07%) Degree
9 50 (22.03%) OO
10 39 (17.18%) TOGAF
11 38 (16.74%) ITIL
12 37 (16.30%) JavaScript
12 37 (16.30%) Mathematics
13 36 (15.86%) SQL
13 36 (15.86%) SQL Server
14 35 (15.42%) Scrum
15 34 (14.98%) Requirements Management
15 34 (14.98%) Project Management
15 34 (14.98%) NoSQL
16 33 (14.54%) SysML
17 31 (13.66%) Spring
17 31 (13.66%) Windows
18 30 (13.22%) HTML
19 29 (12.78%) .NET
19 29 (12.78%) Computer Science
20 27 (11.89%) Oracle
20 27 (11.89%) DSDM
20 27 (11.89%) Hadoop
21 26 (11.45%) 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 12 (5.29%) WebLogic
2 10 (4.41%) JBoss
2 10 (4.41%) Jetty
2 10 (4.41%) Oracle SOA Suite
2 10 (4.41%) Tomcat
3 9 (3.96%) SharePoint
4 8 (3.52%) SharePoint 2010
4 8 (3.52%) SharePoint 2013
5 7 (3.08%) IIS
6 4 (1.76%) Alfresco
6 4 (1.76%) Confluence
6 4 (1.76%) Joomla!
7 2 (0.88%) Apache Solr
7 2 (0.88%) Apache Spark
7 2 (0.88%) Elasticsearch
7 2 (0.88%) OpenStack
7 2 (0.88%) WebSphere
7 2 (0.88%) WebSphere Application Server
8 1 (0.44%) Apache
Applications
1 15 (6.61%) MS Visio
2 14 (6.17%) Simulink
3 4 (1.76%) Microsoft Office
4 2 (0.88%) Microsoft Excel
4 2 (0.88%) Spreadsheet
Business Applications
1 8 (3.52%) Dynamics NAV
1 8 (3.52%) Maximo
Cloud Services
1 16 (7.05%) Amazon AWS
2 10 (4.41%) Amazon S3
3 7 (3.08%) Microsoft Azure
4 5 (2.20%) GitHub
5 1 (0.44%) Cloud Computing
5 1 (0.44%) SaaS
Communications & Networking
1 8 (3.52%) TCP/IP
2 4 (1.76%) Internet
3 3 (1.32%) Wi-Fi
4 2 (0.88%) DHCP
4 2 (0.88%) DNS
4 2 (0.88%) Ethernet
4 2 (0.88%) F5 BIG-IP GTM
4 2 (0.88%) F5 BIG-IP LTM
4 2 (0.88%) Firewall
4 2 (0.88%) LAN
4 2 (0.88%) NAS
4 2 (0.88%) SAN
4 2 (0.88%) SMS
4 2 (0.88%) WAN
4 2 (0.88%) Wireless
5 1 (0.44%) 802.11
Database & Business Intelligence
1 36 (15.86%) SQL Server
2 34 (14.98%) NoSQL
3 27 (11.89%) Hadoop
4 20 (8.81%) MongoDB
5 10 (4.41%) Couchbase
5 10 (4.41%) Redis
5 10 (4.41%) Riak
6 8 (3.52%) Data Warehouse
7 5 (2.20%) Big Data
7 5 (2.20%) MySQL
7 5 (2.20%) PostgreSQL
7 5 (2.20%) Relational Database
7 5 (2.20%) Triplestore
8 4 (1.76%) Geospatial Data
9 2 (0.88%) Apache Cassandra
9 2 (0.88%) Oracle Database
Development Applications
1 25 (11.01%) Rational DOORS
2 23 (10.13%) Team Foundation Server
3 17 (7.49%) JIRA
4 16 (7.05%) Git (software)
4 16 (7.05%) Rational Rhapsody
5 15 (6.61%) Maven
6 14 (6.17%) Eclipse
7 10 (4.41%) Jenkins
8 8 (3.52%) Subversion
9 5 (2.20%) Gradle
9 5 (2.20%) JUnit
10 4 (1.76%) Axure RP
10 4 (1.76%) Bitbucket
10 4 (1.76%) Visual Studio
11 3 (1.32%) Selenium
12 2 (0.88%) Ant
12 2 (0.88%) Apache Ivy
12 2 (0.88%) GCC
12 2 (0.88%) Gerrit
12 2 (0.88%) Sonatype Nexus
General
1 14 (6.17%) Finance
2 8 (3.52%) Law
2 8 (3.52%) Retail
3 7 (3.08%) Electronics
3 7 (3.08%) Telecoms
4 6 (2.64%) Aerospace
5 5 (2.20%) Automotive
5 5 (2.20%) Banking
6 4 (1.76%) Marketing
6 4 (1.76%) Military
7 2 (0.88%) Pharmaceutical
8 1 (0.44%) Games
8 1 (0.44%) Legal
Job Titles
1 75 (33.04%) Software Engineer
2 51 (22.47%) Developer
3 40 (17.62%) Java Engineer
4 39 (17.18%) Architect
5 38 (16.74%) Java Software Engineer
6 32 (14.10%) C++ Software Engineer
7 28 (12.33%) Analyst
8 26 (11.45%) Java Developer
9 20 (8.81%) Business Analyst
10 16 (7.05%) Systems Engineer
11 15 (6.61%) Consultant
11 15 (6.61%) Technical Architect
12 13 (5.73%) Software Developer
12 13 (5.73%) Solutions Architect
13 11 (4.85%) .NET Developer
13 11 (4.85%) Applications Developer
13 11 (4.85%) Developer/Software Engineer
13 11 (4.85%) Lead .NET Developer
13 11 (4.85%) Lead Developer
14 10 (4.41%) C/C++ Software Engineer
Libraries, Frameworks & Software Standards
1 31 (13.66%) Spring
2 30 (13.22%) HTML
3 29 (12.78%) .NET
4 24 (10.57%) XML
5 23 (10.13%) AngularJS
6 20 (8.81%) .NET Framework
7 18 (7.93%) REST
7 18 (7.93%) Web Services
8 16 (7.05%) CSS
9 15 (6.61%) HTML5
10 14 (6.17%) Hibernate
10 14 (6.17%) Middleware
11 13 (5.73%) ASP.NET
12 12 (5.29%) JPA
12 12 (5.29%) JSF
12 12 (5.29%) RESTful
13 10 (4.41%) ASP.NET MVC
14 9 (3.96%) Java EE
15 8 (3.52%) Apache Flex
15 8 (3.52%) J2EE
Miscellaneous
1 29 (12.78%) Computer Science
2 18 (7.93%) Analytical Skills
2 18 (7.93%) Enterprise Software
3 17 (7.49%) Algorithms
4 16 (7.05%) Management Information System
5 15 (6.61%) Client/Server
6 10 (4.41%) Embedded Systems
7 5 (2.20%) Mobile App
7 5 (2.20%) Smartcard
8 4 (1.76%) RIA
9 2 (0.88%) Data Centre
9 2 (0.88%) Driving Licence
9 2 (0.88%) Enterprise Storage
9 2 (0.88%) Greenfield Project
9 2 (0.88%) Smart City
9 2 (0.88%) User Experience
9 2 (0.88%) Virtual Team
10 1 (0.44%) Device Driver
10 1 (0.44%) Fintech
10 1 (0.44%) Mobile Banking
Operating Systems
1 66 (29.07%) Linux
2 31 (13.66%) Windows
3 14 (6.17%) SUSE Linux Enterprise Server
4 12 (5.29%) Android
4 12 (5.29%) Apple iOS
5 8 (3.52%) Windows Server 2003
6 6 (2.64%) Windows Server
7 3 (1.32%) Windows Embedded Compact
8 2 (0.88%) AIX
8 2 (0.88%) Red Hat Enterprise Linux
8 2 (0.88%) Unix
Processes & Methodologies
1 109 (48.02%) Software Engineering
2 92 (40.53%) Agile Software Development
3 50 (22.03%) OO
4 39 (17.18%) TOGAF
5 38 (16.74%) ITIL
6 37 (16.30%) Mathematics
7 35 (15.42%) Scrum
8 34 (14.98%) Project Management
8 34 (14.98%) Requirements Management
9 33 (14.54%) SysML
10 27 (11.89%) DSDM
11 26 (11.45%) MODAF
12 25 (11.01%) Waterfall
13 23 (10.13%) Presales
14 22 (9.69%) Multithreading
14 22 (9.69%) TDD
15 21 (9.25%) Continuous Integration
15 21 (9.25%) OOD
15 21 (9.25%) SDLC
16 20 (8.81%) Validation
Programming Languages
1 103 (45.37%) Java
2 85 (37.44%) C++
3 74 (32.60%) C
4 37 (16.30%) JavaScript
5 36 (15.86%) SQL
6 26 (11.45%) C#
7 20 (8.81%) MATLAB
8 11 (4.85%) Fortran
9 5 (2.20%) Embedded C
9 5 (2.20%) Groovy
9 5 (2.20%) Python
10 4 (1.76%) Bash Shell
10 4 (1.76%) Embedded C++
10 4 (1.76%) Go
10 4 (1.76%) Perl
11 3 (1.32%) Apple Swift
12 2 (0.88%) PHP
12 2 (0.88%) Shell Script
12 2 (0.88%) VB.NET
13 1 (0.44%) Ada
Qualifications
1 97 (42.73%) Security Cleared
2 67 (29.52%) SC Cleared
3 66 (29.07%) Degree
4 15 (6.61%) Computer Science Degree
5 10 (4.41%) DV Cleared
5 10 (4.41%) Numerate Degree
6 8 (3.52%) MCPD
6 8 (3.52%) Microsoft Certification
6 8 (3.52%) PhD
7 5 (2.20%) ISEB
8 4 (1.76%) Chartered Engineer
9 2 (0.88%) HND
10 1 (0.44%) PRINCE2 Certification
Quality Assurance & Compliance
1 23 (10.13%) QA
2 8 (3.52%) ISO 9001
2 8 (3.52%) ISO/IEC 20000
3 5 (2.20%) DO-178B
3 5 (2.20%) MIL-STD-498
3 5 (2.20%) MISRA
3 5 (2.20%) MISRA C
4 4 (1.76%) ISO/IEC 15288
5 2 (0.88%) ECSS
5 2 (0.88%) PCI DSS
6 1 (0.44%) Def Stans
6 1 (0.44%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 1 (0.44%) PSD2
System Software
1 5 (2.20%) Docker
2 3 (1.32%) VMware Infrastructure
3 2 (0.88%) Virtual Machines
Systems Management
1 2 (0.88%) Ansible
1 2 (0.88%) Kibana
1 2 (0.88%) logstash
1 2 (0.88%) Opscode Chef
1 2 (0.88%) Puppet
1 2 (0.88%) Salt
Vendors
1 27 (11.89%) Oracle
2 16 (7.05%) Microsoft
3 7 (3.08%) IBM
4 5 (2.20%) Intel
5 4 (1.76%) Xamarin
6 3 (1.32%) TIBCO
6 3 (1.32%) VMware
7 2 (0.88%) CheckPoint
7 2 (0.88%) Cisco
7 2 (0.88%) F5
7 2 (0.88%) HP
7 2 (0.88%) Nokia
7 2 (0.88%) Red Hat
7 2 (0.88%) Sencha
8 1 (0.44%) ANSYS
8 1 (0.44%) Citrix
8 1 (0.44%) Google
8 1 (0.44%) MathWorks
8 1 (0.44%) Mentor Graphics