Period
to 19 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 19 July 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
South West > Bristol
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 86 82 97
Rank change year-on-year -4 +15 +1
Permanent jobs citing UML 132 145 97
As % of all permanent IT jobs advertised in Bristol 3.40% 3.80% 2.76%
As % of the Processes & Methodologies category 3.68% 4.13% 3.03%
Number of salaries quoted 88 128 73
Bristol median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £34,625 £32,500 £30,000
90th Percentile £68,250 £72,500 £67,500
South West median annual salary £47,500 £45,000 £40,000
% change year-on-year +5.56% +12.50% -13.75%

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 Bristol with a requirement for process or methodology skills.

All Process and Methodology Skills
Bristol
Permanent vacancies with a requirement for process or methodology skills 3,591 3,515 3,202
As % of all permanent IT jobs advertised in Bristol 92.46% 92.04% 91.20%
Number of salaries quoted 2,960 2,927 2,782
Bristol median annual salary £45,000 £42,500 £41,000
Median salary % change year-on-year +5.88% +3.66% +2.50%
10th Percentile £26,250 £26,750 £26,250
90th Percentile £67,500 £67,500 £66,250
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

UML
Job Vacancy Trend in Bristol

Job postings citing UML as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for UML in Bristol

UML
Salary Trend in Bristol

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

Salary trend for UML in Bristol

UML
Salary Histogram in Bristol

The salary distribution of IT jobs citing UML in Bristol over the 6 months to 19 July 2018.

Salary histogram for UML in Bristol

For the 6 months to 19 July 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 Bristol region with a requirement for UML.

1 66 (50.00%) Security Cleared
2 63 (47.73%) Software Engineering
3 55 (41.67%) Agile Software Development
4 51 (38.64%) Java
5 50 (37.88%) C
6 48 (36.36%) Degree
7 44 (33.33%) C++
8 42 (31.82%) TDD
8 42 (31.82%) SC Cleared
9 38 (28.79%) Linux
10 34 (25.76%) Computer Science
11 32 (24.24%) Spring
12 31 (23.48%) Scrum
13 30 (22.73%) Maven
13 30 (22.73%) Subversion
14 29 (21.97%) XML
15 28 (21.21%) Hibernate
16 27 (20.45%) HTML
17 26 (19.70%) JavaScript
17 26 (19.70%) MongoDB
18 25 (18.94%) HTML5
18 25 (18.94%) JPA
19 24 (18.18%) Git (software)
19 24 (18.18%) C#
20 23 (17.42%) SQL Server
20 23 (17.42%) Web Services
20 23 (17.42%) Continuous Integration
21 22 (16.67%) SQL
21 22 (16.67%) Validation
22 21 (15.91%) QA

UML
Co-occurring IT Skills in Bristol 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 (9.85%) JBoss
1 13 (9.85%) Jetty
1 13 (9.85%) Tomcat
1 13 (9.85%) WebLogic
2 11 (8.33%) Alfresco
2 11 (8.33%) Joomla!
3 4 (3.03%) Oracle SOA Suite
4 1 (0.76%) CMS
4 1 (0.76%) Confluence
4 1 (0.76%) GeoServer
4 1 (0.76%) OpenStack
Applications
1 8 (6.06%) Simulink
2 4 (3.03%) MS Visio
Business Applications
1 4 (3.03%) Visualfiles
Cloud Services
1 3 (2.27%) Amazon AWS
1 3 (2.27%) Microsoft Azure
2 2 (1.52%) Slack
Communications & Networking
1 12 (9.09%) Internet
2 2 (1.52%) SMS
Database & Business Intelligence
1 26 (19.70%) MongoDB
2 23 (17.42%) SQL Server
3 18 (13.64%) NoSQL
4 13 (9.85%) Couchbase
4 13 (9.85%) Hadoop
4 13 (9.85%) Redis
4 13 (9.85%) Riak
5 11 (8.33%) MySQL
6 10 (7.58%) SQL Server 2008
7 8 (6.06%) PostgreSQL
8 7 (5.30%) Geospatial Data
9 6 (4.55%) SQL Server 2014
10 5 (3.79%) Data Warehouse
11 3 (2.27%) BusinessObjects
11 3 (2.27%) Power BI
12 2 (1.52%) Amazon RDS
12 2 (1.52%) SQL Server Reporting Services
13 1 (0.76%) Big Data
13 1 (0.76%) GIS
Development Applications
1 30 (22.73%) Maven
1 30 (22.73%) Subversion
2 24 (18.18%) Git (software)
3 14 (10.61%) Eclipse
3 14 (10.61%) Rational Rhapsody
4 11 (8.33%) Gerrit
4 11 (8.33%) Jenkins
4 11 (8.33%) Sonatype Nexus
5 10 (7.58%) GCC
6 7 (5.30%) Ant
6 7 (5.30%) Apache Ivy
6 7 (5.30%) Visual Studio
7 5 (3.79%) JUnit
8 4 (3.03%) Rational DOORS
9 3 (2.27%) ERwin
9 3 (2.27%) JIRA
10 2 (1.52%) Balsamiq Mockups
10 2 (1.52%) Rational Team Concert
11 1 (0.76%) Bugzilla
11 1 (0.76%) Team Foundation Server
General
1 14 (10.61%) Finance
1 14 (10.61%) Law
2 5 (3.79%) Electronics
3 4 (3.03%) Banking
3 4 (3.03%) Legal
3 4 (3.03%) Telecoms
4 3 (2.27%) Aerospace
4 3 (2.27%) Automotive
5 2 (1.52%) Private Banking
6 1 (0.76%) Manufacturing
6 1 (0.76%) Marketing
6 1 (0.76%) Military
6 1 (0.76%) Retail
Job Titles
1 47 (35.61%) Developer
2 41 (31.06%) Software Engineer
3 27 (20.45%) C++ Software Engineer
3 27 (20.45%) Java Developer
4 19 (14.39%) Java Engineer
5 18 (13.64%) Architect
5 18 (13.64%) Java Software Engineer
6 11 (8.33%) .NET Developer
6 11 (8.33%) Analyst
6 11 (8.33%) Applications Developer
6 11 (8.33%) Java Applications Developer
7 10 (7.58%) C# .NET Developer
7 10 (7.58%) C# Developer
8 9 (6.82%) Consultant
8 9 (6.82%) Embedded C++ Engineer
8 9 (6.82%) Embedded Engineer
9 8 (6.06%) Business Analyst
9 8 (6.06%) Embedded C++ Software Engineer
9 8 (6.06%) Embedded Software Engineer
9 8 (6.06%) Solutions Architect
Libraries, Frameworks & Software Standards
1 32 (24.24%) Spring
2 29 (21.97%) XML
3 28 (21.21%) Hibernate
4 27 (20.45%) HTML
5 25 (18.94%) HTML5
5 25 (18.94%) JPA
6 23 (17.42%) Web Services
7 16 (12.12%) .NET
8 15 (11.36%) JSF
8 15 (11.36%) REST
9 13 (9.85%) ASP.NET
10 12 (9.09%) CSS
10 12 (9.09%) Java EE
10 12 (9.09%) XHTML
11 7 (5.30%) Qt
12 5 (3.79%) .NET Framework
12 5 (3.79%) J2EE
13 4 (3.03%) Middleware
14 2 (1.52%) Symfony
15 1 (0.76%) jQuery
Miscellaneous
1 34 (25.76%) Computer Science
2 13 (9.85%) Embedded Systems
3 12 (9.09%) RIA
4 9 (6.82%) User Experience
5 5 (3.79%) Analytical Skills
5 5 (3.79%) Client/Server
5 5 (3.79%) Enterprise Software
6 3 (2.27%) PMI
7 2 (1.52%) Data Centre
7 2 (1.52%) Field-Programmable Gate Array
Operating Systems
1 38 (28.79%) Linux
2 20 (15.15%) Android
2 20 (15.15%) Apple iOS
3 8 (6.06%) Windows
Processes & Methodologies
1 63 (47.73%) Software Engineering
2 55 (41.67%) Agile Software Development
3 42 (31.82%) TDD
4 31 (23.48%) Scrum
5 23 (17.42%) Continuous Integration
6 22 (16.67%) Validation
7 20 (15.15%) Android Development
7 20 (15.15%) iOS Development
7 20 (15.15%) Mobile Development
7 20 (15.15%) Open Source
8 18 (13.64%) OO
8 18 (13.64%) OOD
8 18 (13.64%) TOGAF
9 16 (12.12%) SDLC
9 16 (12.12%) SysML
10 14 (10.61%) BDD
10 14 (10.61%) Mathematics
10 14 (10.61%) Project Management
10 14 (10.61%) System Testing
11 13 (9.85%) SOA
Programming Languages
1 51 (38.64%) Java
2 50 (37.88%) C
3 44 (33.33%) C++
4 26 (19.70%) JavaScript
5 24 (18.18%) C#
6 22 (16.67%) SQL
7 11 (8.33%) VB.NET
8 10 (7.58%) Shell Script
9 9 (6.82%) Embedded C
9 9 (6.82%) T-SQL
10 8 (6.06%) Embedded C++
10 8 (6.06%) MATLAB
10 8 (6.06%) PHP
11 7 (5.30%) Python
12 4 (3.03%) Go
12 4 (3.03%) Scala
13 3 (2.27%) Ada
14 2 (1.52%) PL/SQL
15 1 (0.76%) Java 8
15 1 (0.76%) VBA
Qualifications
1 66 (50.00%) Security Cleared
2 48 (36.36%) Degree
3 42 (31.82%) SC Cleared
4 16 (12.12%) DV Cleared
5 13 (9.85%) Computer Science Degree
6 3 (2.27%) PMI Certification
7 2 (1.52%) Oracle Certification
8 1 (0.76%) Postgraduate
8 1 (0.76%) TOGAF Certification
Quality Assurance & Compliance
1 21 (15.91%) QA
2 11 (8.33%) ECSS
3 6 (4.55%) MISRA
4 5 (3.79%) ISO 9001
4 5 (3.79%) ISO/IEC 20000
5 3 (2.27%) Def Stans
6 2 (1.52%) DO-178B
7 1 (0.76%) MISRA C
System Software
1 2 (1.52%) Docker
1 2 (1.52%) Firmware
2 1 (0.76%) KVM
2 1 (0.76%) QEMU
Vendors
1 11 (8.33%) Oracle
2 6 (4.55%) IBM
3 3 (2.27%) Casewise
3 3 (2.27%) Microsoft
3 3 (2.27%) Rockwell
3 3 (2.27%) Siemens
4 2 (1.52%) Tableau
5 1 (0.76%) ESRI
5 1 (0.76%) Mapinfo
5 1 (0.76%) SAP