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

Unified Modeling Language (UML)
South West > Bristol
6 months to
25 Apr 2018
Same period 2017 Same period 2016
Rank 99 93 74
Rank change year-on-year -6 -19 -2
Permanent jobs citing UML 112 113 143
As % of all permanent IT jobs advertised in Bristol 2.99% 3.22% 3.92%
As % of the Processes & Methodologies category 3.21% 3.50% 4.26%
Number of salaries quoted 91 105 103
Bristol median annual salary £46,000 £50,000 £45,000
Median salary % change year-on-year -8.00% +11.11% -
10th Percentile £35,000 £36,250 £30,000
90th Percentile £62,500 £75,000 £70,750
South West median annual salary £46,500 £50,000 £40,000
% change year-on-year -7.00% +25.00% -11.11%

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 3,488 3,233 3,354
As % of all permanent IT jobs advertised in Bristol 92.99% 92.27% 91.99%
Number of salaries quoted 2,931 2,630 2,968
Bristol median annual salary £45,000 £45,000 £42,250
Median salary % change year-on-year - +6.51% +5.63%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £67,500 £68,750 £67,500
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% +1.27%

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 25 April 2018.

Salary histogram for UML in Bristol

For the 6 months to 25 April 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 57 (50.89%) Security Cleared
2 55 (49.11%) Software Engineering
3 48 (42.86%) Agile Software Development
4 45 (40.18%) C
5 42 (37.50%) C++
6 40 (35.71%) Java
7 34 (30.36%) Degree
8 28 (25.00%) SC Cleared
9 27 (24.11%) Linux
10 22 (19.64%) TDD
10 22 (19.64%) Validation
10 22 (19.64%) Rational Rhapsody
11 21 (18.75%) Computer Science
11 21 (18.75%) Scrum
12 20 (17.86%) TOGAF
12 20 (17.86%) Spring
12 20 (17.86%) JavaScript
12 20 (17.86%) SysML
12 20 (17.86%) Requirements Engineering
13 19 (16.96%) HTML
14 18 (16.07%) Hibernate
14 18 (16.07%) DV Cleared
15 16 (14.29%) JPA
15 16 (14.29%) HTML5
15 16 (14.29%) MongoDB
16 15 (13.39%) OO
16 15 (13.39%) OOD
16 15 (13.39%) Embedded C
16 15 (13.39%) Embedded C++
16 15 (13.39%) MATLAB

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 11 (9.82%) WebLogic
2 9 (8.04%) JBoss
2 9 (8.04%) Jetty
2 9 (8.04%) Tomcat
3 7 (6.25%) Alfresco
3 7 (6.25%) Joomla!
4 2 (1.79%) Oracle SOA Suite
5 1 (0.89%) CMS
5 1 (0.89%) Confluence
5 1 (0.89%) GeoServer
5 1 (0.89%) OpenStack
Applications
1 15 (13.39%) Simulink
2 4 (3.57%) MS Visio
Business Applications
1 2 (1.79%) Oracle BPM
1 2 (1.79%) Visualfiles
Cloud Services
1 2 (1.79%) Slack
2 1 (0.89%) Amazon AWS
2 1 (0.89%) Microsoft Azure
Communications & Networking
1 7 (6.25%) Internet
2 1 (0.89%) SMS
Database & Business Intelligence
1 16 (14.29%) MongoDB
2 10 (8.93%) NoSQL
3 9 (8.04%) Couchbase
3 9 (8.04%) Hadoop
3 9 (8.04%) Redis
3 9 (8.04%) Riak
4 8 (7.14%) Geospatial Data
4 8 (7.14%) SQL Server
5 5 (4.46%) MySQL
6 4 (3.57%) SQL Server 2008
7 3 (2.68%) Big Data
7 3 (2.68%) SQL Server 2014
8 2 (1.79%) PostgreSQL
9 1 (0.89%) BusinessObjects
9 1 (0.89%) Data Warehouse
9 1 (0.89%) GIS
9 1 (0.89%) Power BI
Development Applications
1 22 (19.64%) Rational Rhapsody
2 14 (12.50%) Maven
3 12 (10.71%) Subversion
4 9 (8.04%) Git (software)
5 6 (5.36%) Eclipse
5 6 (5.36%) Rational DOORS
6 5 (4.46%) JUnit
7 4 (3.57%) Jenkins
7 4 (3.57%) Rational Team Concert
8 3 (2.68%) Ant
8 3 (2.68%) Apache Ivy
8 3 (2.68%) JIRA
8 3 (2.68%) Visual Studio
9 2 (1.79%) Balsamiq Mockups
9 2 (1.79%) Gerrit
9 2 (1.79%) Sonatype Nexus
9 2 (1.79%) Team Foundation Server
10 1 (0.89%) Bugzilla
10 1 (0.89%) GCC
General
1 10 (8.93%) Law
2 9 (8.04%) Finance
3 5 (4.46%) Electronics
4 4 (3.57%) Telecoms
5 3 (2.68%) Legal
5 3 (2.68%) Retail
6 2 (1.79%) Banking
7 1 (0.89%) Aerospace
7 1 (0.89%) Automotive
7 1 (0.89%) Marketing
Job Titles
1 38 (33.93%) Software Engineer
2 28 (25.00%) Developer
3 26 (23.21%) C++ Software Engineer
4 21 (18.75%) Java Engineer
4 21 (18.75%) Java Software Engineer
5 19 (16.96%) Java Developer
6 15 (13.39%) Analyst
7 14 (12.50%) Business Analyst
8 11 (9.82%) Architect
8 11 (9.82%) C Software Engineer
8 11 (9.82%) C/C++ Embedded Software Engineer
8 11 (9.82%) C/C++ Software Engineer
8 11 (9.82%) Embedded C Engineer
8 11 (9.82%) Embedded C Software Engineer
8 11 (9.82%) Embedded C/C++ Engineer
8 11 (9.82%) Embedded C/C++ Software Engineer
8 11 (9.82%) Embedded C++ Engineer
8 11 (9.82%) Embedded C++ Software Engineer
8 11 (9.82%) Embedded Software Engineer
8 11 (9.82%) MATLAB Engineer
Libraries, Frameworks & Software Standards
1 20 (17.86%) Spring
2 19 (16.96%) HTML
3 18 (16.07%) Hibernate
4 16 (14.29%) HTML5
4 16 (14.29%) JPA
5 14 (12.50%) Web Services
6 10 (8.93%) JSF
6 10 (8.93%) XML
7 9 (8.04%) Java EE
8 8 (7.14%) CSS
8 8 (7.14%) REST
9 7 (6.25%) .NET
9 7 (6.25%) XHTML
10 6 (5.36%) ASP.NET
11 3 (2.68%) J2EE
11 3 (2.68%) jQuery
11 3 (2.68%) Middleware
11 3 (2.68%) Qt
12 2 (1.79%) JAX-RS
12 2 (1.79%) Twitter Bootstrap
Miscellaneous
1 21 (18.75%) Computer Science
2 8 (7.14%) Embedded Systems
3 7 (6.25%) RIA
4 5 (4.46%) User Experience
5 4 (3.57%) Enterprise Software
6 3 (2.68%) Analytical Skills
6 3 (2.68%) Virtual Team
7 2 (1.79%) Data Centre
7 2 (1.79%) Driving Licence
7 2 (1.79%) PMI
8 1 (0.89%) Algorithms
8 1 (0.89%) Client/Server
Operating Systems
1 27 (24.11%) Linux
2 10 (8.93%) Android
2 10 (8.93%) Apple iOS
3 1 (0.89%) Windows
Processes & Methodologies
1 55 (49.11%) Software Engineering
2 48 (42.86%) Agile Software Development
3 22 (19.64%) TDD
3 22 (19.64%) Validation
4 21 (18.75%) Scrum
5 20 (17.86%) Requirements Engineering
5 20 (17.86%) SysML
5 20 (17.86%) TOGAF
6 15 (13.39%) OO
6 15 (13.39%) OOD
7 14 (12.50%) Open Source
8 13 (11.61%) Continuous Integration
8 13 (11.61%) MODAF
8 13 (11.61%) Project Management
9 12 (10.71%) ArchiMate
9 12 (10.71%) Data Analysis
10 11 (9.82%) BDD
10 11 (9.82%) SDLC
11 10 (8.93%) Android Development
11 10 (8.93%) Mobile Development
Programming Languages
1 45 (40.18%) C
2 42 (37.50%) C++
3 40 (35.71%) Java
4 20 (17.86%) JavaScript
5 15 (13.39%) Embedded C
5 15 (13.39%) Embedded C++
5 15 (13.39%) MATLAB
6 13 (11.61%) SQL
7 10 (8.93%) C#
8 6 (5.36%) PHP
9 5 (4.46%) Ada
9 5 (4.46%) Python
10 4 (3.57%) Go
10 4 (3.57%) Scala
10 4 (3.57%) VB.NET
11 3 (2.68%) T-SQL
12 1 (0.89%) Java 8
12 1 (0.89%) Shell Script
Qualifications
1 57 (50.89%) Security Cleared
2 34 (30.36%) Degree
3 28 (25.00%) SC Cleared
4 18 (16.07%) DV Cleared
5 3 (2.68%) Computer Science Degree
5 3 (2.68%) IIBA
5 3 (2.68%) ISEB
6 2 (1.79%) PMI Certification
6 2 (1.79%) TOGAF Certification
7 1 (0.89%) Postgraduate
Quality Assurance & Compliance
1 14 (12.50%) MISRA
2 13 (11.61%) QA
3 5 (4.46%) Def Stans
3 5 (4.46%) DO-178B
4 2 (1.79%) ECSS
5 1 (0.89%) ISO 9001
5 1 (0.89%) ISO/IEC 20000
System Software
1 4 (3.57%) Firmware
2 2 (1.79%) Docker
3 1 (0.89%) KVM
3 1 (0.89%) QEMU
Vendors
1 5 (4.46%) Oracle
2 4 (3.57%) IBM
3 2 (1.79%) Rockwell
3 2 (1.79%) Siemens
4 1 (0.89%) ESRI
4 1 (0.89%) Mapinfo
4 1 (0.89%) Microsoft