Period
to 21 October 2017

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 21 October 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
South West > Bristol
6 months to
21 Oct 2017
Same period 2016 Same period 2015
Rank 95 113 110
Rank change year-on-year +18 -3 -51
Permanent jobs citing UML 115 68 99
As % of all permanent IT jobs advertised in Bristol 3.06% 2.11% 2.62%
As % of the Processes & Methodologies category 3.36% 2.34% 2.91%
Number of salaries quoted 84 56 73
Bristol median annual salary £44,250 £47,500 £44,000
Median salary % change year-on-year -6.84% +7.95% +3.53%
10th Percentile £27,500 £30,000 £30,000
90th Percentile £66,375 £68,750 £59,750
South West median annual salary £45,000 £45,000 £44,750
% change year-on-year - +0.56% +2.29%

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 3427 2906 3400
As % of all permanent IT jobs advertised in Bristol 91.26% 90.28% 89.88%
Number of salaries quoted 2830 2502 2923
Bristol median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,250 £27,500 £26,250
90th Percentile £67,500 £68,750 £67,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

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 21 October 2017.

Salary histogram for UML in Bristol

For the 6 months to 21 October 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 Bristol region with a requirement for UML.

1 60 (52.17%) Software Engineering
2 56 (48.70%) Java
3 48 (41.74%) Security Cleared
4 46 (40.00%) Agile Software Development
5 44 (38.26%) Linux
6 43 (37.39%) C
7 42 (36.52%) C++
8 40 (34.78%) Degree
9 30 (26.09%) SC Cleared
10 25 (21.74%) OO
11 22 (19.13%) Mathematics
12 21 (18.26%) SysML
13 20 (17.39%) Project Management
14 19 (16.52%) TDD
15 18 (15.65%) NoSQL
16 16 (13.91%) MODAF
16 16 (13.91%) DSDM
17 15 (13.04%) MATLAB
17 15 (13.04%) Validation
17 15 (13.04%) Computer Science
17 15 (13.04%) Requirements Engineering
18 14 (12.17%) Physics
18 14 (12.17%) Scrum
18 14 (12.17%) TOGAF
18 14 (12.17%) Simulink
18 14 (12.17%) Eclipse
18 14 (12.17%) SUSE Linux Enterprise Server
19 13 (11.30%) Presales
19 13 (11.30%) Oracle
19 13 (11.30%) 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 10 (8.70%) JBoss
1 10 (8.70%) Jetty
1 10 (8.70%) Tomcat
1 10 (8.70%) WebLogic
2 4 (3.48%) Confluence
3 2 (1.74%) Apache Solr
3 2 (1.74%) Apache Spark
3 2 (1.74%) Elasticsearch
3 2 (1.74%) OpenStack
3 2 (1.74%) Oracle SOA Suite
3 2 (1.74%) WebSphere
3 2 (1.74%) WebSphere Application Server
4 1 (0.87%) Alfresco
4 1 (0.87%) Joomla!
Applications
1 14 (12.17%) Simulink
2 9 (7.83%) MS Visio
3 4 (3.48%) Microsoft Office
4 1 (0.87%) Microsoft Excel
Cloud Services
1 6 (5.22%) Microsoft Azure
2 5 (4.35%) Amazon AWS
3 1 (0.87%) Cloud Computing
3 1 (0.87%) SaaS
Communications & Networking
1 2 (1.74%) DHCP
1 2 (1.74%) DNS
1 2 (1.74%) TCP/IP
1 2 (1.74%) Wireless
2 1 (0.87%) 802.11
2 1 (0.87%) Internet
Database & Business Intelligence
1 18 (15.65%) NoSQL
2 11 (9.57%) MongoDB
2 11 (9.57%) SQL Server
3 10 (8.70%) Couchbase
3 10 (8.70%) Hadoop
3 10 (8.70%) Redis
3 10 (8.70%) Riak
4 5 (4.35%) Big Data
4 5 (4.35%) MySQL
4 5 (4.35%) PostgreSQL
5 4 (3.48%) Geospatial Data
6 2 (1.74%) Apache Cassandra
Development Applications
1 14 (12.17%) Eclipse
2 7 (6.09%) Rational DOORS
2 7 (6.09%) Rational Rhapsody
3 6 (5.22%) Git (software)
4 5 (4.35%) Maven
4 5 (4.35%) Subversion
5 4 (3.48%) Axure RP
5 4 (3.48%) Bitbucket
5 4 (3.48%) JIRA
6 3 (2.61%) Jenkins
6 3 (2.61%) Team Foundation Server
7 2 (1.74%) Ant
7 2 (1.74%) Apache Ivy
7 2 (1.74%) GCC
7 2 (1.74%) Gerrit
7 2 (1.74%) JUnit
7 2 (1.74%) Sonatype Nexus
8 1 (0.87%) Selenium
General
1 8 (6.96%) Law
1 8 (6.96%) Retail
2 4 (3.48%) Finance
2 4 (3.48%) Marketing
2 4 (3.48%) Military
2 4 (3.48%) Telecoms
3 2 (1.74%) Aerospace
4 1 (0.87%) Automotive
4 1 (0.87%) Banking
4 1 (0.87%) Electronics
4 1 (0.87%) Games
4 1 (0.87%) Legal
Job Titles
1 38 (33.04%) Software Engineer
2 25 (21.74%) Developer
3 20 (17.39%) Architect
4 19 (16.52%) Java Developer
5 16 (13.91%) Analyst
5 16 (13.91%) C++ Software Engineer
5 16 (13.91%) Java Engineer
5 16 (13.91%) Java Software Engineer
6 13 (11.30%) Business Analyst
7 8 (6.96%) Solutions Architect
8 7 (6.09%) Technical Architect
9 6 (5.22%) Project Manager
9 6 (5.22%) Systems Engineer
10 5 (4.35%) Business IT Analyst
10 5 (4.35%) C Software Engineer
10 5 (4.35%) C/C++ Software Engineer
10 5 (4.35%) IT Analyst
10 5 (4.35%) IT Business Analyst
11 4 (3.48%) MATLAB Engineer
11 4 (3.48%) Software Manager
Libraries, Frameworks & Software Standards
1 12 (10.43%) XML
2 11 (9.57%) Spring
3 10 (8.70%) HTML
4 9 (7.83%) AngularJS
4 9 (7.83%) Hibernate
4 9 (7.83%) HTML5
4 9 (7.83%) JPA
5 7 (6.09%) Web Services
6 6 (5.22%) .NET
6 6 (5.22%) Apache Flex
6 6 (5.22%) J2EE
6 6 (5.22%) Node.js
6 6 (5.22%) RESTful
7 4 (3.48%) React
8 3 (2.61%) JSF
8 3 (2.61%) Middleware
9 2 (1.74%) Ionic Framework
9 2 (1.74%) Lucene
9 2 (1.74%) Qt
9 2 (1.74%) REST
Miscellaneous
1 15 (13.04%) Computer Science
2 12 (10.43%) Algorithms
3 11 (9.57%) Enterprise Software
4 8 (6.96%) Client/Server
5 5 (4.35%) Management Information System
5 5 (4.35%) Mobile App
6 4 (3.48%) Analytical Skills
6 4 (3.48%) Embedded Systems
7 2 (1.74%) Driving Licence
7 2 (1.74%) User Experience
8 1 (0.87%) RIA
Operating Systems
1 44 (38.26%) Linux
2 14 (12.17%) SUSE Linux Enterprise Server
3 8 (6.96%) Android
3 8 (6.96%) Apple iOS
3 8 (6.96%) Windows
Processes & Methodologies
1 60 (52.17%) Software Engineering
2 46 (40.00%) Agile Software Development
3 25 (21.74%) OO
4 22 (19.13%) Mathematics
5 21 (18.26%) SysML
6 20 (17.39%) Project Management
7 19 (16.52%) TDD
8 16 (13.91%) DSDM
8 16 (13.91%) MODAF
9 15 (13.04%) Requirements Engineering
9 15 (13.04%) Validation
10 14 (12.17%) Physics
10 14 (12.17%) Scrum
10 14 (12.17%) TOGAF
11 13 (11.30%) Presales
11 13 (11.30%) Requirements Management
12 12 (10.43%) Concurrent Programming
12 12 (10.43%) Multithreading
12 12 (10.43%) SDLC
13 11 (9.57%) User Acceptance Testing
Programming Languages
1 56 (48.70%) Java
2 43 (37.39%) C
3 42 (36.52%) C++
4 15 (13.04%) MATLAB
5 11 (9.57%) JavaScript
6 10 (8.70%) Fortran
7 9 (7.83%) SQL
8 7 (6.09%) C#
9 5 (4.35%) Python
10 4 (3.48%) Bash Shell
10 4 (3.48%) Embedded C
10 4 (3.48%) Embedded C++
10 4 (3.48%) Go
10 4 (3.48%) Perl
11 3 (2.61%) Apple Swift
12 2 (1.74%) PHP
12 2 (1.74%) Shell Script
13 1 (0.87%) Ada
Qualifications
1 48 (41.74%) Security Cleared
2 40 (34.78%) Degree
3 30 (26.09%) SC Cleared
4 10 (8.70%) Numerate Degree
5 6 (5.22%) DV Cleared
5 6 (5.22%) PhD
6 5 (4.35%) ISEB
7 4 (3.48%) Chartered Engineer
7 4 (3.48%) Computer Science Degree
8 1 (0.87%) PRINCE2 Certification
Quality Assurance & Compliance
1 13 (11.30%) QA
2 4 (3.48%) ISO/IEC 15288
3 2 (1.74%) ECSS
3 2 (1.74%) ISO 9001
3 2 (1.74%) ISO/IEC 20000
3 2 (1.74%) MISRA
3 2 (1.74%) MISRA C
4 1 (0.87%) Def Stans
4 1 (0.87%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
Systems Management
1 2 (1.74%) Ansible
1 2 (1.74%) Kibana
1 2 (1.74%) logstash
1 2 (1.74%) Opscode Chef
1 2 (1.74%) Puppet
1 2 (1.74%) Salt
Vendors
1 13 (11.30%) Oracle
2 4 (3.48%) Xamarin
3 3 (2.61%) Microsoft
3 3 (2.61%) TIBCO
4 2 (1.74%) IBM
5 1 (0.87%) Citrix
5 1 (0.87%) Sencha