Period
to 19 November 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
South West > Bristol
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 101 106 89
Rank change year-on-year +5 -17 -31
Permanent jobs citing UML 109 76 116
As % of all permanent IT jobs advertised in Bristol 2.87% 2.37% 3.07%
As % of the Processes & Methodologies category 3.13% 2.60% 3.39%
Number of salaries quoted 77 63 97
Bristol median annual salary £40,000 £60,000 £45,000
Median salary % change year-on-year -33.33% +33.33% +12.50%
10th Percentile £27,500 £31,250 £30,000
90th Percentile £60,000 £78,750 £61,250
South West median annual salary £45,000 £47,500 £44,500
% change year-on-year -5.26% +6.74% +4.71%

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 3487 2918 3417
As % of all permanent IT jobs advertised in Bristol 91.84% 90.93% 90.37%
Number of salaries quoted 2876 2468 2945
Bristol median annual salary £45,000 £44,000 £41,500
Median salary % change year-on-year +2.27% +6.02% +3.75%
10th Percentile £26,250 £27,500 £26,250
90th Percentile £67,500 £70,000 £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 19 November 2017.

Salary histogram for UML in Bristol

For the 6 months to 19 November 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 63 (57.80%) Software Engineering
2 54 (49.54%) Java
3 53 (48.62%) Security Cleared
4 50 (45.87%) Linux
5 49 (44.95%) C
6 48 (44.04%) C++
7 42 (38.53%) Agile Software Development
8 41 (37.61%) Degree
9 30 (27.52%) SC Cleared
10 22 (20.18%) OO
11 21 (19.27%) Mathematics
12 19 (17.43%) Validation
12 19 (17.43%) Requirements Engineering
13 18 (16.51%) Project Management
14 17 (15.60%) MATLAB
14 17 (15.60%) Eclipse
14 17 (15.60%) Computer Science
14 17 (15.60%) SysML
15 16 (14.68%) Simulink
16 14 (12.84%) DSDM
16 14 (12.84%) TDD
16 14 (12.84%) Physics
16 14 (12.84%) NoSQL
16 14 (12.84%) SUSE Linux Enterprise Server
16 14 (12.84%) SDLC
17 13 (11.93%) XML
18 12 (11.01%) MODAF
18 12 (11.01%) QA
18 12 (11.01%) Presales
19 11 (10.09%) Algorithms

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 8 (7.34%) JBoss
1 8 (7.34%) Jetty
1 8 (7.34%) Tomcat
1 8 (7.34%) WebLogic
2 4 (3.67%) Confluence
3 3 (2.75%) Oracle SOA Suite
4 1 (0.92%) Alfresco
4 1 (0.92%) Apache Solr
4 1 (0.92%) Apache Spark
4 1 (0.92%) Elasticsearch
4 1 (0.92%) Joomla!
4 1 (0.92%) OpenStack
4 1 (0.92%) WebSphere
4 1 (0.92%) WebSphere Application Server
Applications
1 16 (14.68%) Simulink
2 6 (5.50%) MS Visio
3 2 (1.83%) Microsoft Office
4 1 (0.92%) Microsoft Excel
Cloud Services
1 5 (4.59%) Microsoft Azure
2 4 (3.67%) Amazon AWS
3 1 (0.92%) Cloud Computing
3 1 (0.92%) SaaS
Communications & Networking
1 2 (1.83%) Wireless
2 1 (0.92%) 802.11
2 1 (0.92%) DHCP
2 1 (0.92%) DNS
2 1 (0.92%) Internet
2 1 (0.92%) TCP/IP
Database & Business Intelligence
1 14 (12.84%) NoSQL
2 9 (8.26%) MongoDB
3 8 (7.34%) Couchbase
3 8 (7.34%) Hadoop
3 8 (7.34%) Redis
3 8 (7.34%) Riak
4 7 (6.42%) SQL Server
5 6 (5.50%) Big Data
6 5 (4.59%) Geospatial Data
7 2 (1.83%) MySQL
7 2 (1.83%) PostgreSQL
8 1 (0.92%) Apache Cassandra
Development Applications
1 17 (15.60%) Eclipse
2 8 (7.34%) Rational Rhapsody
3 7 (6.42%) Git (software)
4 6 (5.50%) Maven
4 6 (5.50%) Subversion
5 5 (4.59%) JIRA
5 5 (4.59%) Rational DOORS
6 4 (3.67%) Bitbucket
7 3 (2.75%) Axure RP
7 3 (2.75%) GCC
7 3 (2.75%) Gerrit
7 3 (2.75%) Jenkins
7 3 (2.75%) Sonatype Nexus
8 2 (1.83%) Ant
8 2 (1.83%) Apache Ivy
8 2 (1.83%) JUnit
8 2 (1.83%) Team Foundation Server
9 1 (0.92%) RequisitePro
9 1 (0.92%) Selenium
General
1 8 (7.34%) Retail
2 7 (6.42%) Law
3 5 (4.59%) Finance
4 4 (3.67%) Telecoms
5 2 (1.83%) Aerospace
5 2 (1.83%) Legal
5 2 (1.83%) Marketing
5 2 (1.83%) Military
6 1 (0.92%) Automotive
6 1 (0.92%) Electronics
6 1 (0.92%) Games
Job Titles
1 46 (42.20%) Software Engineer
2 22 (20.18%) C++ Software Engineer
2 22 (20.18%) Java Engineer
2 22 (20.18%) Java Software Engineer
3 20 (18.35%) Developer
4 17 (15.60%) Analyst
5 16 (14.68%) Architect
6 14 (12.84%) Business Analyst
6 14 (12.84%) Java Developer
7 7 (6.42%) C Software Engineer
7 7 (6.42%) C/C++ Software Engineer
8 6 (5.50%) MATLAB Engineer
8 6 (5.50%) Solutions Architect
8 6 (5.50%) Technical Architect
9 5 (4.59%) Business IT Analyst
9 5 (4.59%) Consultant
9 5 (4.59%) Embedded C++ Engineer
9 5 (4.59%) Embedded C++ Software Engineer
9 5 (4.59%) Embedded Software Engineer
9 5 (4.59%) IT Business Analyst
Libraries, Frameworks & Software Standards
1 13 (11.93%) XML
2 11 (10.09%) Spring
3 9 (8.26%) HTML
4 8 (7.34%) Hibernate
4 8 (7.34%) HTML5
4 8 (7.34%) JPA
5 7 (6.42%) Web Services
6 6 (5.50%) AngularJS
6 6 (5.50%) Apache Flex
6 6 (5.50%) RESTful
7 4 (3.67%) J2EE
7 4 (3.67%) JSF
7 4 (3.67%) Middleware
7 4 (3.67%) Node.js
8 3 (2.75%) .NET
9 2 (1.83%) Angular 2
9 2 (1.83%) CSS
9 2 (1.83%) Ionic Framework
9 2 (1.83%) Qt
10 1 (0.92%) React
Miscellaneous
1 17 (15.60%) Computer Science
2 11 (10.09%) Algorithms
2 11 (10.09%) Enterprise Software
3 9 (8.26%) Client/Server
4 5 (4.59%) Embedded Systems
5 4 (3.67%) Mobile App
6 3 (2.75%) Analytical Skills
6 3 (2.75%) Management Information System
7 2 (1.83%) Driving Licence
7 2 (1.83%) User Experience
8 1 (0.92%) Fintech
8 1 (0.92%) RIA
Operating Systems
1 50 (45.87%) Linux
2 14 (12.84%) SUSE Linux Enterprise Server
3 9 (8.26%) Windows
4 7 (6.42%) Android
4 7 (6.42%) Apple iOS
Processes & Methodologies
1 63 (57.80%) Software Engineering
2 42 (38.53%) Agile Software Development
3 22 (20.18%) OO
4 21 (19.27%) Mathematics
5 19 (17.43%) Requirements Engineering
5 19 (17.43%) Validation
6 18 (16.51%) Project Management
7 17 (15.60%) SysML
8 14 (12.84%) DSDM
8 14 (12.84%) Physics
8 14 (12.84%) SDLC
8 14 (12.84%) TDD
9 12 (11.01%) MODAF
9 12 (11.01%) Presales
10 11 (10.09%) Data Analysis
10 11 (10.09%) Scrum
10 11 (10.09%) System Testing
10 11 (10.09%) TOGAF
11 10 (9.17%) OOP
11 10 (9.17%) User Acceptance Testing
Programming Languages
1 54 (49.54%) Java
2 49 (44.95%) C
3 48 (44.04%) C++
4 17 (15.60%) MATLAB
5 10 (9.17%) Fortran
6 9 (8.26%) JavaScript
7 8 (7.34%) SQL
8 6 (5.50%) Embedded C
8 6 (5.50%) Embedded C++
9 4 (3.67%) C#
10 3 (2.75%) Apple Swift
10 3 (2.75%) Shell Script
11 2 (1.83%) Python
12 1 (0.92%) Ada
12 1 (0.92%) Bash Shell
12 1 (0.92%) Go
12 1 (0.92%) Perl
12 1 (0.92%) PHP
Qualifications
1 53 (48.62%) Security Cleared
2 41 (37.61%) Degree
3 30 (27.52%) SC Cleared
4 10 (9.17%) DV Cleared
4 10 (9.17%) Numerate Degree
5 6 (5.50%) PhD
6 5 (4.59%) Computer Science Degree
6 5 (4.59%) ISEB
7 2 (1.83%) Chartered Engineer
8 1 (0.92%) IIBA
8 1 (0.92%) ITIL Foundation Certificate
8 1 (0.92%) PRINCE2 Certification
Quality Assurance & Compliance
1 12 (11.01%) QA
2 5 (4.59%) MISRA
3 3 (2.75%) ECSS
3 3 (2.75%) ISO 9001
3 3 (2.75%) ISO/IEC 20000
4 2 (1.83%) ISO/IEC 15288
4 2 (1.83%) MISRA C
5 1 (0.92%) Def Stans
5 1 (0.92%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
Systems Management
1 1 (0.92%) Ansible
1 1 (0.92%) Kibana
1 1 (0.92%) logstash
1 1 (0.92%) Opscode Chef
1 1 (0.92%) Puppet
1 1 (0.92%) Salt
Vendors
1 8 (7.34%) Oracle
2 4 (3.67%) Xamarin
3 2 (1.83%) IBM
4 1 (0.92%) Citrix
4 1 (0.92%) Microsoft
4 1 (0.92%) TIBCO