Period
to 23 August 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 23 August 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
South West > Bristol
6 months to
23 Aug 2017
Same period 2016 Same period 2015
Rank 81 104 101
Rank change year-on-year +23 -3 -42
Permanent jobs citing UML 134 81 105
As % of all permanent IT jobs advertised in Bristol 3.48% 2.40% 2.75%
As % of the Processes & Methodologies category 3.82% 2.67% 3.11%
Number of salaries quoted 106 67 75
Bristol median annual salary £44,250 £45,000 £45,000
Median salary % change year-on-year -1.67% - +5.88%
10th Percentile £30,000 £30,000 £30,000
90th Percentile £71,875 £68,750 £63,750
South West median annual salary £45,000 £42,000 £45,245
% change year-on-year +7.14% -7.17% +6.46%

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 3511 3033 3373
As % of all permanent IT jobs advertised in Bristol 91.17% 89.81% 88.25%
Number of salaries quoted 2906 2642 2902
Bristol median annual salary £42,750 £42,500 £40,000
Median salary % change year-on-year +0.59% +6.25% -
10th Percentile £26,250 £26,250 £26,000
90th Percentile £67,500 £67,500 £67,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +2.56%

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 23 August 2017.

Salary histogram for UML in Bristol

For the 6 months to 23 August 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 69 (51.49%) Software Engineering
2 66 (49.25%) Java
3 52 (38.81%) C++
4 50 (37.31%) Security Cleared
5 49 (36.57%) Agile Software Development
6 47 (35.07%) Degree
7 44 (32.84%) C
7 44 (32.84%) Linux
8 31 (23.13%) OO
9 30 (22.39%) SysML
10 26 (19.40%) SC Cleared
10 26 (19.40%) Mathematics
11 25 (18.66%) MODAF
12 22 (16.42%) DSDM
12 22 (16.42%) Validation
12 22 (16.42%) Scrum
13 21 (15.67%) TDD
14 20 (14.93%) TOGAF
14 20 (14.93%) NoSQL
14 20 (14.93%) Computer Science
14 20 (14.93%) Requirements Management
15 19 (14.18%) Requirements Engineering
15 19 (14.18%) Rational DOORS
16 17 (12.69%) Oracle
16 17 (12.69%) Project Management
17 16 (11.94%) SQL Server
17 16 (11.94%) RUP
18 15 (11.19%) Eclipse
18 15 (11.19%) SDLC
19 14 (10.45%) Software Delivery

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 (8.21%) JBoss
1 11 (8.21%) Jetty
1 11 (8.21%) Tomcat
1 11 (8.21%) WebLogic
2 5 (3.73%) Apache Solr
2 5 (3.73%) Apache Spark
2 5 (3.73%) Elasticsearch
2 5 (3.73%) OpenStack
2 5 (3.73%) WebSphere
3 4 (2.99%) Confluence
4 2 (1.49%) WebSphere Application Server
5 1 (0.75%) Alfresco
5 1 (0.75%) Joomla!
Applications
1 13 (9.70%) MS Visio
2 12 (8.96%) Simulink
3 9 (6.72%) Microsoft Office
Cloud Services
1 9 (6.72%) Microsoft Azure
2 8 (5.97%) Amazon AWS
3 1 (0.75%) Cloud Computing
3 1 (0.75%) SaaS
Communications & Networking
1 6 (4.48%) DHCP
1 6 (4.48%) DNS
1 6 (4.48%) TCP/IP
2 2 (1.49%) Wireless
3 1 (0.75%) 802.11
3 1 (0.75%) Internet
Database & Business Intelligence
1 20 (14.93%) NoSQL
2 16 (11.94%) SQL Server
3 12 (8.96%) MongoDB
4 11 (8.21%) Couchbase
4 11 (8.21%) Hadoop
4 11 (8.21%) Redis
4 11 (8.21%) Riak
5 9 (6.72%) MySQL
5 9 (6.72%) PostgreSQL
6 8 (5.97%) Big Data
7 5 (3.73%) Apache Cassandra
8 2 (1.49%) Geospatial Data
Development Applications
1 19 (14.18%) Rational DOORS
2 15 (11.19%) Eclipse
3 14 (10.45%) Rational Rhapsody
4 6 (4.48%) Git (software)
5 5 (3.73%) Maven
5 5 (3.73%) Subversion
6 4 (2.99%) Axure RP
6 4 (2.99%) Bitbucket
6 4 (2.99%) JIRA
7 3 (2.24%) Jenkins
7 3 (2.24%) Team Foundation Server
8 2 (1.49%) Ant
8 2 (1.49%) Apache Ivy
8 2 (1.49%) GCC
8 2 (1.49%) Gerrit
8 2 (1.49%) NetBeans
8 2 (1.49%) Sonatype Nexus
9 1 (0.75%) Selenium
General
1 9 (6.72%) Marketing
1 9 (6.72%) Military
1 9 (6.72%) Retail
2 6 (4.48%) Law
3 5 (3.73%) Banking
3 5 (3.73%) Finance
4 4 (2.99%) Aerospace
4 4 (2.99%) Telecoms
5 2 (1.49%) Manufacturing
6 1 (0.75%) Automotive
6 1 (0.75%) Electronics
6 1 (0.75%) Games
6 1 (0.75%) Legal
Job Titles
1 47 (35.07%) Software Engineer
2 25 (18.66%) Architect
3 24 (17.91%) C++ Software Engineer
4 23 (17.16%) Developer
4 23 (17.16%) Java Engineer
4 23 (17.16%) Java Software Engineer
5 17 (12.69%) Analyst
5 17 (12.69%) Java Developer
6 14 (10.45%) Business Analyst
7 13 (9.70%) Solutions Architect
7 13 (9.70%) Systems Engineer
8 7 (5.22%) C Software Engineer
8 7 (5.22%) C/C++ Software Engineer
8 7 (5.22%) Technical Architect
9 6 (4.48%) Project Manager
10 5 (3.73%) Senior Developer
10 5 (3.73%) Software Manager
10 5 (3.73%) Software Project Manager
11 4 (2.99%) IT Business Analyst
11 4 (2.99%) Java Software Developer
Libraries, Frameworks & Software Standards
1 11 (8.21%) AngularJS
2 10 (7.46%) .NET
2 10 (7.46%) XML
3 8 (5.97%) J2EE
3 8 (5.97%) Web Services
4 7 (5.22%) Apache Flex
4 7 (5.22%) Hibernate
4 7 (5.22%) HTML
4 7 (5.22%) HTML5
4 7 (5.22%) JPA
4 7 (5.22%) React
4 7 (5.22%) RESTful
4 7 (5.22%) Spring
5 6 (4.48%) Node.js
6 5 (3.73%) Elastic Stack
6 5 (3.73%) Lucene
7 2 (1.49%) Angular 2
7 2 (1.49%) Ionic Framework
7 2 (1.49%) Qt
7 2 (1.49%) REST
Miscellaneous
1 20 (14.93%) Computer Science
2 12 (8.96%) Algorithms
3 11 (8.21%) Enterprise Software
4 10 (7.46%) Management Information System
5 7 (5.22%) Analytical Skills
6 6 (4.48%) Client/Server
7 5 (3.73%) Mobile App
8 3 (2.24%) Foreign Exchange (FX)
9 2 (1.49%) Driving Licence
9 2 (1.49%) Embedded Systems
9 2 (1.49%) User Experience
10 1 (0.75%) RIA
Operating Systems
1 44 (32.84%) Linux
2 12 (8.96%) SUSE Linux Enterprise Server
3 11 (8.21%) Android
3 11 (8.21%) Apple iOS
4 6 (4.48%) Windows
Processes & Methodologies
1 69 (51.49%) Software Engineering
2 49 (36.57%) Agile Software Development
3 31 (23.13%) OO
4 30 (22.39%) SysML
5 26 (19.40%) Mathematics
6 25 (18.66%) MODAF
7 22 (16.42%) DSDM
7 22 (16.42%) Scrum
7 22 (16.42%) Validation
8 21 (15.67%) TDD
9 20 (14.93%) Requirements Management
9 20 (14.93%) TOGAF
10 19 (14.18%) Requirements Engineering
11 17 (12.69%) Project Management
12 16 (11.94%) RUP
13 15 (11.19%) SDLC
14 14 (10.45%) Concurrent Programming
14 14 (10.45%) Continuous Integration
14 14 (10.45%) Physics
14 14 (10.45%) Software Delivery
Programming Languages
1 66 (49.25%) Java
2 52 (38.81%) C++
3 44 (32.84%) C
4 12 (8.96%) MATLAB
5 9 (6.72%) C#
5 9 (6.72%) SQL
6 8 (5.97%) Fortran
6 8 (5.97%) JavaScript
7 6 (4.48%) Python
8 5 (3.73%) Bash Shell
8 5 (3.73%) Go
8 5 (3.73%) Perl
9 4 (2.99%) Embedded C
9 4 (2.99%) Embedded C++
10 3 (2.24%) Apple Swift
11 2 (1.49%) PHP
11 2 (1.49%) Shell Script
Qualifications
1 50 (37.31%) Security Cleared
2 47 (35.07%) Degree
3 26 (19.40%) SC Cleared
4 9 (6.72%) Chartered Engineer
4 9 (6.72%) Computer Science Degree
5 8 (5.97%) Numerate Degree
6 7 (5.22%) PhD
7 4 (2.99%) DV Cleared
7 4 (2.99%) ISEB
Quality Assurance & Compliance
1 11 (8.21%) QA
2 9 (6.72%) ISO/IEC 15288
3 7 (5.22%) MISRA
3 7 (5.22%) MISRA C
4 6 (4.48%) Def Stans
5 2 (1.49%) ECSS
6 1 (0.75%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
Systems Management
1 5 (3.73%) Ansible
1 5 (3.73%) Kibana
1 5 (3.73%) logstash
1 5 (3.73%) Opscode Chef
1 5 (3.73%) Puppet
1 5 (3.73%) Salt
Vendors
1 17 (12.69%) Oracle
2 8 (5.97%) TIBCO
3 7 (5.22%) IBM
3 7 (5.22%) Microsoft
4 4 (2.99%) Xamarin
5 1 (0.75%) Citrix
5 1 (0.75%) Sencha