Period
to 25 May 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 25 May 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
England > South West
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 129 114 97
Rank change year-on-year -15 -17 +27
Permanent jobs citing UML 269 283 356
As % of all permanent IT jobs advertised in the South West 2.49% 2.78% 3.20%
As % of the Processes & Methodologies category 2.73% 3.04% 3.56%
Number of salaries quoted 214 272 268
South West median annual salary £47,500 £47,500 £40,000
Median salary % change year-on-year - +18.75% -11.11%
10th Percentile £36,250 £32,500 £30,000
90th Percentile £76,250 £68,750 £55,000
England median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% +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 9,842 9,301 9,988
As % of all permanent IT jobs advertised in the South West 91.25% 91.41% 89.80%
Number of salaries quoted 8,074 7,660 8,277
South West median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% +1.27%
10th Percentile £26,250 £26,250 £25,500
90th Percentile £65,000 £63,750 £65,000
England median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 25 May 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 25 May 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 -4 117 £45,000 -10.00% 29
Gloucestershire +51 71 £47,500 -5.00% 15
Wiltshire -7 42 £46,500 -7.00% 3
Dorset -44 31 £72,500 +61.11% 3
Devon +8 3 £44,500 -28.80% 4
Somerset -19 3 £62,500 +78.57% 6
UML
England

For the 6 months to 25 May 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 South West region with a requirement for UML.

1 132 (49.07%) Security Cleared
2 125 (46.47%) Agile Software Development
3 123 (45.72%) C
4 115 (42.75%) Software Engineering
5 105 (39.03%) C++
6 92 (34.20%) SC Cleared
7 75 (27.88%) C#
8 72 (26.77%) TOGAF
9 67 (24.91%) Linux
10 66 (24.54%) Java
11 61 (22.68%) Continuous Integration
12 56 (20.82%) SysML
12 56 (20.82%) TDD
13 54 (20.07%) Finance
14 52 (19.33%) Scrum
15 51 (18.96%) .NET
16 49 (18.22%) Degree
17 43 (15.99%) Validation
17 43 (15.99%) Python
18 41 (15.24%) OO
19 39 (14.50%) JavaScript
19 39 (14.50%) SQL Server
20 36 (13.38%) DV Cleared
20 36 (13.38%) BDD
21 35 (13.01%) ASP.NET
21 35 (13.01%) Requirements Analysis
22 34 (12.64%) Embedded Systems
22 34 (12.64%) Problem-Solving
23 32 (11.90%) HTML
23 32 (11.90%) SQL

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 19 (7.06%) Elasticsearch
1 19 (7.06%) SharePoint
1 19 (7.06%) SharePoint 2013
2 18 (6.69%) Confluence
3 15 (5.58%) WebLogic
4 13 (4.83%) JBoss
5 11 (4.09%) Jetty
5 11 (4.09%) Tomcat
6 7 (2.60%) Alfresco
6 7 (2.60%) Joomla!
7 4 (1.49%) ArcGIS
8 2 (0.74%) Oracle SOA Suite
9 1 (0.37%) CMS
9 1 (0.37%) GeoServer
9 1 (0.37%) IIS
9 1 (0.37%) OpenStack
Applications
1 18 (6.69%) Simulink
2 6 (2.23%) MS Visio
3 4 (1.49%) OrCAD
4 2 (0.74%) Microsoft Office
Business Applications
1 5 (1.86%) Visualfiles
2 2 (0.74%) Oracle BPM
Cloud Services
1 20 (7.43%) Microsoft Azure
2 3 (1.12%) Amazon AWS
3 2 (0.74%) Amazon S3
3 2 (0.74%) Slack
4 1 (0.37%) SaaS
Communications & Networking
1 17 (6.32%) 3GPP
1 17 (6.32%) 802.11
1 17 (6.32%) 802.15
1 17 (6.32%) Bluetooth
1 17 (6.32%) MQTT
1 17 (6.32%) Wi-Fi
1 17 (6.32%) ZigBee
2 7 (2.60%) Internet
3 6 (2.23%) Ethernet
3 6 (2.23%) Wireshark
4 4 (1.49%) Network Security
4 4 (1.49%) RS-232
4 4 (1.49%) Wideband
5 3 (1.12%) TCP/IP
6 2 (0.74%) HTTP
6 2 (0.74%) HTTPS
6 2 (0.74%) SSL
7 1 (0.37%) Cisco PIX
7 1 (0.37%) SMS
7 1 (0.37%) VPN
Database & Business Intelligence
1 39 (14.50%) SQL Server
2 20 (7.43%) MongoDB
3 15 (5.58%) Hadoop
4 13 (4.83%) NoSQL
5 11 (4.09%) Couchbase
5 11 (4.09%) Redis
5 11 (4.09%) Riak
6 7 (2.60%) Geospatial Data
6 7 (2.60%) SQL Server 2008
7 6 (2.23%) MySQL
8 5 (1.86%) PostgreSQL
9 4 (1.49%) SQL Server 2014
10 3 (1.12%) Big Data
10 3 (1.12%) GIS
11 2 (0.74%) Data Warehouse
12 1 (0.37%) BusinessObjects
12 1 (0.37%) OLTP
12 1 (0.37%) Power BI
Development Applications
1 30 (11.15%) Git (software)
2 25 (9.29%) Team Foundation Server
3 23 (8.55%) JIRA
4 20 (7.43%) Rational DOORS
4 20 (7.43%) Rational Rhapsody
5 19 (7.06%) gulp
5 19 (7.06%) Jasmine
5 19 (7.06%) Karma Test Runner
5 19 (7.06%) Maven
6 18 (6.69%) Visual Studio
7 17 (6.32%) Subversion
8 8 (2.97%) Ant
8 8 (2.97%) Apache Ivy
9 7 (2.60%) Eclipse
9 7 (2.60%) JUnit
10 5 (1.86%) MSTest
10 5 (1.86%) NUnit
11 4 (1.49%) Jenkins
11 4 (1.49%) Rational Team Concert
12 3 (1.12%) Bitbucket
General
1 54 (20.07%) Finance
2 14 (5.20%) Electronics
3 12 (4.46%) Law
4 9 (3.35%) Aerospace
5 6 (2.23%) Avionics
5 6 (2.23%) Legal
6 5 (1.86%) Telecoms
7 2 (0.74%) Banking
7 2 (0.74%) Games
7 2 (0.74%) Military
7 2 (0.74%) Retail
8 1 (0.37%) Automotive
Job Titles
1 90 (33.46%) Software Engineer
2 68 (25.28%) Developer
3 42 (15.61%) Systems Engineer
4 35 (13.01%) Architect
5 32 (11.90%) Embedded Engineer
5 32 (11.90%) Embedded Software Engineer
6 28 (10.41%) C++ Software Engineer
7 24 (8.92%) Java Developer
8 22 (8.18%) Lead Developer
9 18 (6.69%) Business Architect
10 16 (5.95%) Analyst
11 15 (5.58%) Business Analyst
11 15 (5.58%) Java Engineer
11 15 (5.58%) Java Software Engineer
11 15 (5.58%) Senior Software Engineer
11 15 (5.58%) Senior Systems Engineer
12 14 (5.20%) .NET Developer
12 14 (5.20%) C# Developer
13 13 (4.83%) Embedded C++ Engineer
13 13 (4.83%) Embedded C++ Software Engineer
Libraries, Frameworks & Software Standards
1 51 (18.96%) .NET
2 35 (13.01%) ASP.NET
3 32 (11.90%) HTML
4 29 (10.78%) REST
5 27 (10.04%) .NET Framework
6 25 (9.29%) Hibernate
6 25 (9.29%) Spring
6 25 (9.29%) Web Services
7 24 (8.92%) ASP.NET MVC
8 22 (8.18%) XML
9 20 (7.43%) AngularJS
10 19 (7.06%) Apache Flex
10 19 (7.06%) Entity Framework
10 19 (7.06%) Swagger
11 18 (6.69%) HTML5
11 18 (6.69%) JPA
12 17 (6.32%) 802.1X
13 16 (5.95%) WPF
14 15 (5.58%) CSS
15 12 (4.46%) JSF
Miscellaneous
1 34 (12.64%) Embedded Systems
2 27 (10.04%) Analytical Skills
2 27 (10.04%) Field-Programmable Gate Array
3 22 (8.18%) Computer Science
4 17 (6.32%) User Experience
5 8 (2.97%) Device Driver
6 7 (2.60%) RIA
7 5 (1.86%) Cyber Warfare
8 4 (1.49%) Enterprise Software
8 4 (1.49%) Greenfield Project
8 4 (1.49%) Management Information System
9 3 (1.12%) Data Centre
9 3 (1.12%) PMI
9 3 (1.12%) Virtual Team
10 2 (0.74%) Driving Licence
10 2 (0.74%) iPhone
11 1 (0.37%) Algorithms
11 1 (0.37%) Client/Server
11 1 (0.37%) NHS
11 1 (0.37%) Self-Motivation
Operating Systems
1 67 (24.91%) Linux
2 24 (8.92%) Windows
3 17 (6.32%) Android
3 17 (6.32%) FreeRTOS
3 17 (6.32%) ThreadX
4 15 (5.58%) Apple iOS
5 8 (2.97%) Embedded Linux
6 3 (1.12%) Unix
7 2 (0.74%) Windows Phone
8 1 (0.37%) Windows Server
8 1 (0.37%) Windows Server 2008
8 1 (0.37%) Windows Server 2012
Processes & Methodologies
1 125 (46.47%) Agile Software Development
2 115 (42.75%) Software Engineering
3 72 (26.77%) TOGAF
4 61 (22.68%) Continuous Integration
5 56 (20.82%) SysML
5 56 (20.82%) TDD
6 52 (19.33%) Scrum
7 43 (15.99%) Validation
8 41 (15.24%) OO
9 36 (13.38%) BDD
10 35 (13.01%) Requirements Analysis
11 34 (12.64%) Problem-Solving
12 32 (11.90%) OOD
13 29 (10.78%) Collaborative Working
13 29 (10.78%) MVC
14 28 (10.41%) BPMN
14 28 (10.41%) Open Source
15 27 (10.04%) Test Strategy
16 26 (9.67%) SOA
17 25 (9.29%) MODAF
Programming Languages
1 123 (45.72%) C
2 105 (39.03%) C++
3 75 (27.88%) C#
4 66 (24.54%) Java
5 43 (15.99%) Python
6 39 (14.50%) JavaScript
7 32 (11.90%) SQL
8 24 (8.92%) Embedded C
9 22 (8.18%) Embedded C++
10 19 (7.06%) Objective-C
11 18 (6.69%) MATLAB
12 10 (3.72%) T-SQL
13 9 (3.35%) PHP
14 8 (2.97%) Bash Shell
15 7 (2.60%) VB.NET
16 6 (2.23%) Assembly Language
17 5 (1.86%) Ada
17 5 (1.86%) PL/SQL
18 4 (1.49%) Go
18 4 (1.49%) XAML
Qualifications
1 132 (49.07%) Security Cleared
2 92 (34.20%) SC Cleared
3 49 (18.22%) Degree
4 36 (13.38%) DV Cleared
5 19 (7.06%) MCPD
5 19 (7.06%) Microsoft Certification
6 3 (1.12%) Computer Science Degree
6 3 (1.12%) IIBA
6 3 (1.12%) ISEB
6 3 (1.12%) PMI Certification
6 3 (1.12%) TOGAF Certification
7 1 (0.37%) Postgraduate
Quality Assurance & Compliance
1 15 (5.58%) QA
2 12 (4.46%) MISRA
3 5 (1.86%) Def Stans
3 5 (1.86%) DO-178B
4 4 (1.49%) DO-160
5 2 (0.74%) ECSS
6 1 (0.37%) HL7
6 1 (0.37%) ISO 9001
6 1 (0.37%) ISO/IEC 20000
6 1 (0.37%) SNOMED CT
System Software
1 10 (3.72%) Firmware
2 2 (0.74%) Docker
3 1 (0.37%) Active Directory
3 1 (0.37%) KVM
3 1 (0.37%) QEMU
Vendors
1 22 (8.18%) Atlassian
1 22 (8.18%) Microsoft
2 8 (2.97%) Oracle
3 5 (1.86%) ESRI
3 5 (1.86%) IBM
4 4 (1.49%) EMC
5 3 (1.12%) Cisco
5 3 (1.12%) Rockwell
5 3 (1.12%) Siemens
6 2 (0.74%) Casewise
6 2 (0.74%) Intel
7 1 (0.37%) Dell
7 1 (0.37%) HP
7 1 (0.37%) Mapinfo
7 1 (0.37%) Samsung
7 1 (0.37%) SonicWALL
7 1 (0.37%) VMware