Period
to 17 November 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
England > South West
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 147 131 86
Rank change year-on-year -16 -45 +12
Permanent jobs citing UML 223 273 389
As % of all permanent IT jobs advertised in the South West 2.16% 2.49% 3.27%
As % of the Processes & Methodologies category 2.41% 2.81% 3.68%
Number of salaries quoted 156 234 331
South West median annual salary £45,000 £47,500 £44,500
Median salary % change year-on-year -5.26% +6.74% +4.71%
10th Percentile £31,250 £30,000 £30,000
90th Percentile £61,875 £68,750 £62,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +1.01%

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 9265 9722 10568
As % of all permanent IT jobs advertised in the South West 89.53% 88.81% 88.79%
Number of salaries quoted 7634 8094 8868
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 £25,000
90th Percentile £65,000 £63,750 £63,075
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 November 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 17 November 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 +7 112 £41,250 -32.65% 2
Wiltshire +4 47 £52,500 +10.53% 10
Dorset -19 25 £45,000 - 1
Gloucestershire -22 23 £57,500 +18.56%
Somerset -27 11 £57,500 +43.75%
Devon +26 8 £55,000 +134.04%
UML
England

For the 6 months to 17 November 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.

1 111 (49.78%) Software Engineering
2 103 (46.19%) Security Cleared
3 102 (45.74%) Java
4 92 (41.26%) C++
5 89 (39.91%) Agile Software Development
6 78 (34.98%) C
7 76 (34.08%) Linux
8 69 (30.94%) Degree
9 67 (30.04%) SC Cleared
10 47 (21.08%) OO
11 40 (17.94%) TOGAF
12 38 (17.04%) ITIL
13 37 (16.59%) Mathematics
14 36 (16.14%) Project Management
15 32 (14.35%) Computer Science
16 31 (13.90%) JavaScript
16 31 (13.90%) Spring
17 30 (13.45%) SysML
17 30 (13.45%) Scrum
18 29 (13.00%) Requirements Management
18 29 (13.00%) SQL Server
19 27 (12.11%) HTML
19 27 (12.11%) XML
20 26 (11.66%) SQL
20 26 (11.66%) Hadoop
20 26 (11.66%) NoSQL
21 25 (11.21%) Windows
21 25 (11.21%) Validation
21 25 (11.21%) TDD
22 24 (10.76%) DSDM

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 (5.38%) SharePoint
2 11 (4.93%) SharePoint 2013
3 10 (4.48%) Oracle SOA Suite
3 10 (4.48%) WebLogic
4 8 (3.59%) JBoss
4 8 (3.59%) Jetty
4 8 (3.59%) SharePoint 2010
4 8 (3.59%) Tomcat
5 6 (2.69%) Elasticsearch
6 5 (2.24%) Alfresco
6 5 (2.24%) Joomla!
7 4 (1.79%) Confluence
8 2 (0.90%) IIS
9 1 (0.45%) Apache Solr
9 1 (0.45%) Apache Spark
9 1 (0.45%) OpenStack
9 1 (0.45%) WebSphere
9 1 (0.45%) WebSphere Application Server
Applications
1 16 (7.17%) Simulink
2 12 (5.38%) MS Visio
3 3 (1.35%) Spreadsheet
4 2 (0.90%) Microsoft Excel
4 2 (0.90%) Microsoft Office
Business Applications
1 6 (2.69%) Dynamics NAV
1 6 (2.69%) Maximo
Cloud Services
1 16 (7.17%) Amazon AWS
2 11 (4.93%) Amazon S3
2 11 (4.93%) Microsoft Azure
3 5 (2.24%) GitHub
4 1 (0.45%) Cloud Computing
4 1 (0.45%) SaaS
Communications & Networking
1 9 (4.04%) TCP/IP
2 7 (3.14%) Internet
3 3 (1.35%) SMS
4 2 (0.90%) Ethernet
4 2 (0.90%) F5 BIG-IP GTM
4 2 (0.90%) F5 BIG-IP LTM
4 2 (0.90%) Firewall
4 2 (0.90%) HTTP
4 2 (0.90%) LAN
4 2 (0.90%) NAS
4 2 (0.90%) SAN
4 2 (0.90%) WAN
4 2 (0.90%) Wi-Fi
4 2 (0.90%) Wireless
5 1 (0.45%) 802.11
5 1 (0.45%) DHCP
5 1 (0.45%) DNS
Database & Business Intelligence
1 29 (13.00%) SQL Server
2 26 (11.66%) Hadoop
2 26 (11.66%) NoSQL
3 15 (6.73%) MongoDB
4 8 (3.59%) Couchbase
4 8 (3.59%) Redis
4 8 (3.59%) Riak
5 6 (2.69%) Big Data
5 6 (2.69%) Data Warehouse
6 5 (2.24%) Geospatial Data
6 5 (2.24%) MySQL
6 5 (2.24%) Triplestore
7 4 (1.79%) PostgreSQL
8 2 (0.90%) Oracle Database
8 2 (0.90%) Relational Database
8 2 (0.90%) SQLite
9 1 (0.45%) Apache Cassandra
Development Applications
1 21 (9.42%) Rational DOORS
2 18 (8.07%) Git (software)
2 18 (8.07%) Maven
2 18 (8.07%) Rational Rhapsody
2 18 (8.07%) Team Foundation Server
3 17 (7.62%) Eclipse
4 16 (7.17%) JIRA
5 11 (4.93%) Subversion
6 10 (4.48%) Jenkins
7 5 (2.24%) Gradle
7 5 (2.24%) gulp
7 5 (2.24%) Jasmine
7 5 (2.24%) JUnit
7 5 (2.24%) Karma Test Runner
8 4 (1.79%) Axure RP
8 4 (1.79%) Bitbucket
9 3 (1.35%) Apache Ivy
9 3 (1.35%) GCC
9 3 (1.35%) Gerrit
9 3 (1.35%) Sonatype Nexus
General
1 15 (6.73%) Finance
2 8 (3.59%) Aerospace
2 8 (3.59%) Electronics
2 8 (3.59%) Retail
3 7 (3.14%) Law
3 7 (3.14%) Telecoms
4 4 (1.79%) Automotive
4 4 (1.79%) Banking
5 3 (1.35%) Military
6 2 (0.90%) Legal
6 2 (0.90%) Marketing
6 2 (0.90%) Pharmaceutical
7 1 (0.45%) Games
Job Titles
1 81 (36.32%) Software Engineer
2 48 (21.52%) Developer
3 44 (19.73%) Java Engineer
4 42 (18.83%) Java Software Engineer
5 37 (16.59%) C++ Software Engineer
6 33 (14.80%) Architect
7 31 (13.90%) Analyst
8 22 (9.87%) Business Analyst
9 20 (8.97%) Java Developer
10 17 (7.62%) Consultant
11 13 (5.83%) Software Developer
11 13 (5.83%) Technical Architect
12 12 (5.38%) Lead Developer
13 11 (4.93%) C Software Engineer
13 11 (4.93%) C/C++ Software Engineer
13 11 (4.93%) Senior Consultant
13 11 (4.93%) Senior Software Engineer
13 11 (4.93%) Solutions Architect
14 10 (4.48%) Systems Analyst
15 9 (4.04%) Systems Engineer
Libraries, Frameworks & Software Standards
1 31 (13.90%) Spring
2 27 (12.11%) HTML
2 27 (12.11%) XML
3 24 (10.76%) AngularJS
4 22 (9.87%) .NET
5 21 (9.42%) REST
6 18 (8.07%) Web Services
7 16 (7.17%) .NET Framework
7 16 (7.17%) CSS
8 15 (6.73%) HTML5
9 14 (6.28%) Hibernate
9 14 (6.28%) Middleware
10 13 (5.83%) Apache Flex
10 13 (5.83%) ASP.NET
10 13 (5.83%) JSF
11 12 (5.38%) ASP.NET MVC
11 12 (5.38%) JPA
11 12 (5.38%) RESTful
12 10 (4.48%) Java EE
13 7 (3.14%) Entity Framework
Miscellaneous
1 32 (14.35%) Computer Science
2 18 (8.07%) Analytical Skills
3 17 (7.62%) Algorithms
3 17 (7.62%) Enterprise Software
4 15 (6.73%) Client/Server
5 14 (6.28%) Management Information System
6 11 (4.93%) Embedded Systems
7 6 (2.69%) Acoustics
8 5 (2.24%) RIA
9 4 (1.79%) Mobile App
9 4 (1.79%) User Experience
10 3 (1.35%) Greenfield Project
10 3 (1.35%) Smartcard
11 2 (0.90%) Data Centre
11 2 (0.90%) Driving Licence
11 2 (0.90%) Enterprise Storage
11 2 (0.90%) Fintech
11 2 (0.90%) Smart City
11 2 (0.90%) Virtual Team
12 1 (0.45%) Mobile Banking
Operating Systems
1 76 (34.08%) Linux
2 25 (11.21%) Windows
3 15 (6.73%) Android
3 15 (6.73%) Apple iOS
4 14 (6.28%) SUSE Linux Enterprise Server
5 4 (1.79%) Windows Server 2003
6 2 (0.90%) AIX
6 2 (0.90%) Red Hat Enterprise Linux
6 2 (0.90%) Unix
6 2 (0.90%) Windows Embedded Compact
6 2 (0.90%) Windows Server
Processes & Methodologies
1 111 (49.78%) Software Engineering
2 89 (39.91%) Agile Software Development
3 47 (21.08%) OO
4 40 (17.94%) TOGAF
5 38 (17.04%) ITIL
6 37 (16.59%) Mathematics
7 36 (16.14%) Project Management
8 30 (13.45%) Scrum
8 30 (13.45%) SysML
9 29 (13.00%) Requirements Management
10 25 (11.21%) TDD
10 25 (11.21%) Validation
11 24 (10.76%) DSDM
11 24 (10.76%) Waterfall
12 23 (10.31%) Continuous Integration
12 23 (10.31%) MODAF
12 23 (10.31%) Requirements Engineering
12 23 (10.31%) SDLC
13 21 (9.42%) OOD
13 21 (9.42%) SOA
Programming Languages
1 102 (45.74%) Java
2 92 (41.26%) C++
3 78 (34.98%) C
4 31 (13.90%) JavaScript
5 26 (11.66%) SQL
6 24 (10.76%) C#
7 23 (10.31%) MATLAB
8 11 (4.93%) Fortran
9 6 (2.69%) Embedded C
9 6 (2.69%) Embedded C++
10 5 (2.24%) Groovy
10 5 (2.24%) Python
11 4 (1.79%) Delphi
12 3 (1.35%) Apple Swift
12 3 (1.35%) PHP
12 3 (1.35%) Shell Script
13 2 (0.90%) VB.NET
14 1 (0.45%) Ada
14 1 (0.45%) Perl
14 1 (0.45%) VB
Qualifications
1 103 (46.19%) Security Cleared
2 69 (30.94%) Degree
3 67 (30.04%) SC Cleared
4 16 (7.17%) Computer Science Degree
5 14 (6.28%) DV Cleared
6 11 (4.93%) MCPD
6 11 (4.93%) Microsoft Certification
7 10 (4.48%) Numerate Degree
8 8 (3.59%) PhD
9 5 (2.24%) ISEB
10 2 (0.90%) Chartered Engineer
10 2 (0.90%) HND
11 1 (0.45%) IIBA
11 1 (0.45%) ITIL Foundation Certificate
11 1 (0.45%) PRINCE2 Certification
Quality Assurance & Compliance
1 21 (9.42%) QA
2 10 (4.48%) ISO 9001
3 8 (3.59%) ISO/IEC 20000
3 8 (3.59%) MISRA
4 6 (2.69%) DO-178B
4 6 (2.69%) MIL-STD-498
5 5 (2.24%) MISRA C
6 3 (1.35%) ECSS
7 2 (0.90%) ISO/IEC 15288
8 1 (0.45%) Def Stans
8 1 (0.45%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 1 (0.45%) PCI DSS
8 1 (0.45%) PSD2
System Software
1 5 (2.24%) Docker
2 2 (0.90%) Virtual Machines
2 2 (0.90%) VMware Infrastructure
Systems Management
1 1 (0.45%) Ansible
1 1 (0.45%) Kibana
1 1 (0.45%) logstash
1 1 (0.45%) Opscode Chef
1 1 (0.45%) Puppet
1 1 (0.45%) Salt
Vendors
1 19 (8.52%) Oracle
2 17 (7.62%) Microsoft
3 7 (3.14%) IBM
4 6 (2.69%) Intel
4 6 (2.69%) Xamarin
5 2 (0.90%) CheckPoint
5 2 (0.90%) Cisco
5 2 (0.90%) F5
5 2 (0.90%) HP
5 2 (0.90%) Nokia
5 2 (0.90%) Red Hat
5 2 (0.90%) VMware
6 1 (0.45%) ANSYS
6 1 (0.45%) Citrix
6 1 (0.45%) Google
6 1 (0.45%) MathWorks
6 1 (0.45%) Mentor Graphics
6 1 (0.45%) Sencha
6 1 (0.45%) TIBCO