Period
to 17 January 2018

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 17 January 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
England > South West
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 159 141 102
Rank change year-on-year -18 -39 +13
Permanent jobs citing UML 192 250 349
As % of all permanent IT jobs advertised in the South West 1.91% 2.36% 3.08%
As % of the Processes & Methodologies category 2.14% 2.64% 3.43%
Number of salaries quoted 131 223 275
South West median annual salary £47,500 £50,000 £42,500
Median salary % change year-on-year -5.00% +17.65% +6.25%
10th Percentile £33,750 £32,500 £30,000
90th Percentile £71,250 £68,750 £61,250
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% +5.26%

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 8,952 9,452 10,168
As % of all permanent IT jobs advertised in the South West 89.22% 89.40% 89.67%
Number of salaries quoted 7,351 7,842 8,550
South West median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% +3.90%
10th Percentile £26,250 £26,250 £25,500
90th Percentile £63,750 £64,500 £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 17 January 2018.

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 17 January 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
Bristol +4 92 £46,000 -23.33% 19
Wiltshire -1 43 £52,500 +7.69% 6
Gloucestershire -1 32 £57,500 +9.52% 5
Dorset -41 14 £45,000 - 12
Somerset -22 9 £57,500 +43.53% 3
Devon +20 8 £55,000 +88.03%
UML
England

For the 6 months to 17 January 2018, 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 92 (47.92%) C++
1 92 (47.92%) Software Engineering
2 89 (46.35%) Security Cleared
3 86 (44.79%) Java
4 79 (41.15%) Agile Software Development
5 75 (39.06%) C
6 61 (31.77%) Degree
7 58 (30.21%) Linux
8 52 (27.08%) SC Cleared
9 44 (22.92%) TOGAF
10 34 (17.71%) SysML
11 33 (17.19%) Computer Science
11 33 (17.19%) OO
12 32 (16.67%) ITIL
12 32 (16.67%) TDD
13 31 (16.15%) Continuous Integration
14 30 (15.63%) Scrum
15 29 (15.10%) Validation
16 26 (13.54%) C#
16 26 (13.54%) JavaScript
17 24 (12.50%) Mathematics
17 24 (12.50%) MODAF
17 24 (12.50%) Spring
17 24 (12.50%) Rational Rhapsody
18 23 (11.98%) Hadoop
18 23 (11.98%) .NET
18 23 (11.98%) HTML
19 22 (11.46%) Maven
19 22 (11.46%) REST
19 22 (11.46%) AngularJS

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 13 (6.77%) SharePoint
2 12 (6.25%) SharePoint 2013
3 9 (4.69%) Elasticsearch
3 9 (4.69%) WebLogic
4 7 (3.65%) Confluence
5 6 (3.13%) Alfresco
5 6 (3.13%) Joomla!
6 5 (2.60%) JBoss
6 5 (2.60%) Jetty
6 5 (2.60%) Oracle SOA Suite
6 5 (2.60%) SharePoint 2010
6 5 (2.60%) Tomcat
7 1 (0.52%) IIS
Applications
1 14 (7.29%) Simulink
2 4 (2.08%) MS Visio
3 1 (0.52%) Microsoft Excel
3 1 (0.52%) Spreadsheet
Business Applications
1 3 (1.56%) Dynamics NAV
1 3 (1.56%) Maximo
2 2 (1.04%) Oracle BPM
3 1 (0.52%) Visualfiles
Cloud Services
1 14 (7.29%) Amazon AWS
2 12 (6.25%) Microsoft Azure
3 11 (5.73%) Amazon S3
4 5 (2.60%) GitHub
5 2 (1.04%) SaaS
6 1 (0.52%) Cloud Computing
Communications & Networking
1 11 (5.73%) TCP/IP
2 8 (4.17%) Internet
3 6 (3.13%) 802.11
4 5 (2.60%) 3GPP
4 5 (2.60%) 802.15
4 5 (2.60%) Bluetooth
4 5 (2.60%) MQTT
4 5 (2.60%) Wi-Fi
4 5 (2.60%) ZigBee
5 4 (2.08%) Ethernet
6 2 (1.04%) F5 BIG-IP GTM
6 2 (1.04%) F5 BIG-IP LTM
6 2 (1.04%) Firewall
6 2 (1.04%) HTTP
6 2 (1.04%) LAN
6 2 (1.04%) NAS
6 2 (1.04%) SAN
6 2 (1.04%) WAN
7 1 (0.52%) Cisco ASA
7 1 (0.52%) Cisco PIX
Database & Business Intelligence
1 23 (11.98%) Hadoop
2 21 (10.94%) SQL Server
3 16 (8.33%) NoSQL
4 11 (5.73%) MongoDB
5 6 (3.13%) Geospatial Data
5 6 (3.13%) MySQL
6 5 (2.60%) Couchbase
6 5 (2.60%) Redis
6 5 (2.60%) Riak
6 5 (2.60%) Triplestore
7 4 (2.08%) PostgreSQL
8 3 (1.56%) Data Warehouse
9 2 (1.04%) Big Data
9 2 (1.04%) Oracle Database
9 2 (1.04%) SQLite
10 1 (0.52%) GIS
10 1 (0.52%) OLTP
Development Applications
1 24 (12.50%) Rational Rhapsody
2 22 (11.46%) Maven
3 18 (9.38%) Git (software)
3 18 (9.38%) Team Foundation Server
4 15 (7.81%) JIRA
4 15 (7.81%) Rational DOORS
5 13 (6.77%) Subversion
6 11 (5.73%) Jenkins
7 9 (4.69%) Eclipse
7 9 (4.69%) gulp
7 9 (4.69%) Jasmine
7 9 (4.69%) Karma Test Runner
8 8 (4.17%) Visual Studio
9 5 (2.60%) Gradle
10 4 (2.08%) Ant
10 4 (2.08%) Apache Ivy
10 4 (2.08%) JUnit
11 3 (1.56%) GCC
11 3 (1.56%) Gerrit
11 3 (1.56%) Sonatype Nexus
General
1 11 (5.73%) Finance
2 10 (5.21%) Aerospace
2 10 (5.21%) Electronics
3 8 (4.17%) Telecoms
4 5 (2.60%) Law
5 4 (2.08%) Automotive
5 4 (2.08%) Legal
5 4 (2.08%) Retail
6 2 (1.04%) Avionics
6 2 (1.04%) Military
6 2 (1.04%) Pharmaceutical
7 1 (0.52%) Banking
7 1 (0.52%) Marketing
Job Titles
1 74 (38.54%) Software Engineer
2 46 (23.96%) Developer
3 38 (19.79%) C++ Software Engineer
4 33 (17.19%) Java Engineer
5 31 (16.15%) Java Software Engineer
6 23 (11.98%) Analyst
7 21 (10.94%) Architect
8 19 (9.90%) Consultant
9 18 (9.38%) Business Analyst
9 18 (9.38%) Embedded Engineer
9 18 (9.38%) Embedded Software Engineer
9 18 (9.38%) Java Developer
10 13 (6.77%) Senior Software Engineer
10 13 (6.77%) Software Developer
11 12 (6.25%) Embedded C++ Engineer
11 12 (6.25%) Embedded C++ Software Engineer
11 12 (6.25%) Lead Developer
12 11 (5.73%) Senior Consultant
13 9 (4.69%) Developer/Software Engineer
14 8 (4.17%) C/C++ Software Engineer
Libraries, Frameworks & Software Standards
1 24 (12.50%) Spring
2 23 (11.98%) .NET
2 23 (11.98%) HTML
3 22 (11.46%) AngularJS
3 22 (11.46%) REST
4 19 (9.90%) XML
5 17 (8.85%) Web Services
6 16 (8.33%) .NET Framework
7 13 (6.77%) Apache Flex
7 13 (6.77%) ASP.NET
7 13 (6.77%) Java EE
8 12 (6.25%) ASP.NET MVC
8 12 (6.25%) CSS
9 11 (5.73%) Hibernate
9 11 (5.73%) HTML5
9 11 (5.73%) JPA
9 11 (5.73%) JSF
9 11 (5.73%) RESTful
10 10 (5.21%) Middleware
11 9 (4.69%) Entity Framework
Miscellaneous
1 33 (17.19%) Computer Science
2 13 (6.77%) Management Information System
3 12 (6.25%) Embedded Systems
4 11 (5.73%) Algorithms
4 11 (5.73%) Analytical Skills
5 8 (4.17%) Enterprise Software
6 7 (3.65%) Greenfield Project
7 6 (3.13%) Acoustics
7 6 (3.13%) Client/Server
7 6 (3.13%) RIA
8 5 (2.60%) User Experience
9 4 (2.08%) Driving Licence
10 3 (1.56%) Data Centre
10 3 (1.56%) Virtual Team
11 2 (1.04%) Cyber Warfare
11 2 (1.04%) Enterprise Storage
11 2 (1.04%) Field-Programmable Gate Array
11 2 (1.04%) Mobile App
12 1 (0.52%) Fintech
Operating Systems
1 58 (30.21%) Linux
2 14 (7.29%) Android
2 14 (7.29%) Apple iOS
2 14 (7.29%) Windows
3 6 (3.13%) SUSE Linux Enterprise Server
4 5 (2.60%) ThreadX
5 3 (1.56%) Unix
6 2 (1.04%) AIX
6 2 (1.04%) Red Hat Enterprise Linux
6 2 (1.04%) Windows Server 2003
7 1 (0.52%) Windows Server
7 1 (0.52%) Windows Server 2008
7 1 (0.52%) Windows Server 2012
Processes & Methodologies
1 92 (47.92%) Software Engineering
2 79 (41.15%) Agile Software Development
3 44 (22.92%) TOGAF
4 34 (17.71%) SysML
5 33 (17.19%) OO
6 32 (16.67%) ITIL
6 32 (16.67%) TDD
7 31 (16.15%) Continuous Integration
8 30 (15.63%) Scrum
9 29 (15.10%) Validation
10 24 (12.50%) Mathematics
10 24 (12.50%) MODAF
11 21 (10.94%) BDD
11 21 (10.94%) Enterprise Architecture
12 20 (10.42%) OOD
12 20 (10.42%) Project Management
12 20 (10.42%) Requirements Management
13 18 (9.38%) Requirements Engineering
14 17 (8.85%) SOA
15 16 (8.33%) Business Analysis
Programming Languages
1 92 (47.92%) C++
2 86 (44.79%) Java
3 75 (39.06%) C
4 26 (13.54%) C#
4 26 (13.54%) JavaScript
5 21 (10.94%) MATLAB
6 18 (9.38%) SQL
7 11 (5.73%) Embedded C
7 11 (5.73%) Embedded C++
8 10 (5.21%) Python
9 5 (2.60%) Ada
9 5 (2.60%) Delphi
9 5 (2.60%) Groovy
9 5 (2.60%) Objective-C
9 5 (2.60%) PHP
10 4 (2.08%) Fortran
11 3 (1.56%) Shell Script
12 2 (1.04%) Apple Swift
12 2 (1.04%) VB
12 2 (1.04%) VB.NET
Qualifications
1 89 (46.35%) Security Cleared
2 61 (31.77%) Degree
3 52 (27.08%) SC Cleared
4 21 (10.94%) DV Cleared
5 13 (6.77%) Computer Science Degree
6 12 (6.25%) MCPD
6 12 (6.25%) Microsoft Certification
7 8 (4.17%) ISEB
8 4 (2.08%) IIBA
8 4 (2.08%) Numerate Degree
8 4 (2.08%) PhD
9 2 (1.04%) HND
10 1 (0.52%) ITIL Foundation Certificate
10 1 (0.52%) PRINCE2 Certification
Quality Assurance & Compliance
1 15 (7.81%) MISRA
2 12 (6.25%) QA
3 10 (5.21%) DO-178B
4 6 (3.13%) MIL-STD-498
5 5 (2.60%) ISO 9001
6 4 (2.08%) Def Stans
7 3 (1.56%) ECSS
7 3 (1.56%) ISO/IEC 20000
7 3 (1.56%) MISRA C
8 1 (0.52%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 5 (2.60%) Docker
2 3 (1.56%) Firmware
3 2 (1.04%) Virtual Machines
3 2 (1.04%) VMware Infrastructure
4 1 (0.52%) Active Directory
Vendors
1 16 (8.33%) Microsoft
2 12 (6.25%) Oracle
3 8 (4.17%) IBM
3 8 (4.17%) Intel
4 5 (2.60%) Atlassian
5 4 (2.08%) Xamarin
6 3 (1.56%) Cisco
6 3 (1.56%) VMware
7 2 (1.04%) CheckPoint
7 2 (1.04%) F5
7 2 (1.04%) HP
7 2 (1.04%) Nokia
7 2 (1.04%) Red Hat
8 1 (0.52%) Citrix
8 1 (0.52%) Dell
8 1 (0.52%) Google
8 1 (0.52%) SonicWALL