Period
to 16 October 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 16 October 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
South West > Bristol
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 78 102 113
Rank change year-on-year +24 +11 -8
Permanent jobs citing UML 139 117 66
As % of all permanent IT jobs advertised in Bristol 3.79% 3.07% 2.08%
As % of the Processes & Methodologies category 4.07% 3.31% 2.27%
Number of salaries quoted 70 86 54
Bristol median annual salary £47,500 £45,000 £47,500
Median salary % change year-on-year +5.56% -5.26% +5.56%
10th Percentile £35,000 £27,500 £30,000
90th Percentile £70,000 £68,125 £68,750
South West median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 3,418 3,536 2,911
As % of all permanent IT jobs advertised in Bristol 93.26% 92.78% 91.54%
Number of salaries quoted 2,787 2,920 2,521
Bristol median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +6.25%
10th Percentile £26,250 £26,250 £27,250
90th Percentile £67,500 £67,500 £67,500
South West median annual salary £44,000 £42,500 £40,000
% change year-on-year +3.53% +6.25% -

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 16 October 2018.

Salary histogram for UML in Bristol

For the 6 months to 16 October 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 87 (62.59%) Security Cleared
2 68 (48.92%) Agile Software Development
3 66 (47.48%) C
4 63 (45.32%) Software Engineering
5 62 (44.60%) Degree
6 61 (43.88%) Java
7 59 (42.45%) C++
8 51 (36.69%) TDD
9 46 (33.09%) Subversion
9 46 (33.09%) Maven
10 43 (30.94%) Linux
11 42 (30.22%) Continuous Integration
12 41 (29.50%) SC Cleared
12 41 (29.50%) Computer Science
13 40 (28.78%) XML
14 39 (28.06%) Scrum
15 36 (25.90%) Android
15 36 (25.90%) Apple iOS
15 36 (25.90%) Android Development
15 36 (25.90%) iOS Development
15 36 (25.90%) Mobile Development
16 35 (25.18%) Git (software)
16 35 (25.18%) Spring
17 31 (22.30%) Hibernate
18 30 (21.58%) HTML
19 29 (20.86%) DV Cleared
20 28 (20.14%) JPA
20 28 (20.14%) HTML5
20 28 (20.14%) SysML
20 28 (20.14%) JavaScript

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 (5.76%) Alfresco
1 8 (5.76%) Joomla!
2 7 (5.04%) JBoss
2 7 (5.04%) Jetty
2 7 (5.04%) Tomcat
2 7 (5.04%) WebLogic
3 4 (2.88%) SharePoint
4 3 (2.16%) Oracle SOA Suite
5 1 (0.72%) CMS
5 1 (0.72%) Confluence
Applications
1 6 (4.32%) MS Visio
2 5 (3.60%) Microsoft Office
3 4 (2.88%) Simulink
Business Applications
1 3 (2.16%) Visualfiles
Cloud Services
1 5 (3.60%) Amazon AWS
2 3 (2.16%) Microsoft Azure
Communications & Networking
1 21 (15.11%) Internet
2 2 (1.44%) DHCP
2 2 (1.44%) DNS
2 2 (1.44%) TCP/IP
3 1 (0.72%) SMS
Database & Business Intelligence
1 20 (14.39%) SQL Server
2 17 (12.23%) MongoDB
3 11 (7.91%) NoSQL
4 8 (5.76%) MySQL
5 7 (5.04%) Couchbase
5 7 (5.04%) Hadoop
5 7 (5.04%) Redis
5 7 (5.04%) Riak
5 7 (5.04%) SQL Server 2008
6 6 (4.32%) Big Data
6 6 (4.32%) Geospatial Data
6 6 (4.32%) PostgreSQL
7 5 (3.60%) Data Warehouse
8 3 (2.16%) SQL Server 2014
9 2 (1.44%) Amazon RDS
9 2 (1.44%) BusinessObjects
9 2 (1.44%) Power BI
9 2 (1.44%) SQL Server Reporting Services
Development Applications
1 46 (33.09%) Maven
1 46 (33.09%) Subversion
2 35 (25.18%) Git (software)
3 20 (14.39%) Eclipse
4 13 (9.35%) Gerrit
4 13 (9.35%) Jenkins
4 13 (9.35%) Sonatype Nexus
5 12 (8.63%) Ant
5 12 (8.63%) Apache Ivy
5 12 (8.63%) GCC
6 6 (4.32%) Rational DOORS
6 6 (4.32%) Rational Rhapsody
7 5 (3.60%) Visual Studio
8 3 (2.16%) ERwin
9 2 (1.44%) JUnit
10 1 (0.72%) IntelliJ
10 1 (0.72%) JIRA
10 1 (0.72%) Rational Team Concert
10 1 (0.72%) Team Foundation Server
General
1 16 (11.51%) Finance
2 13 (9.35%) Aerospace
3 10 (7.19%) Marketing
4 9 (6.47%) Electronics
4 9 (6.47%) Telecoms
5 8 (5.76%) Law
5 8 (5.76%) Military
6 5 (3.60%) Manufacturing
7 3 (2.16%) Automotive
7 3 (2.16%) Banking
7 3 (2.16%) Legal
7 3 (2.16%) Private Banking
8 2 (1.44%) Retail
9 1 (0.72%) Avionics
9 1 (0.72%) Games
Job Titles
1 51 (36.69%) Developer
2 42 (30.22%) Software Engineer
3 32 (23.02%) Java Developer
4 27 (19.42%) C++ Software Engineer
5 21 (15.11%) Architect
5 21 (15.11%) Java Engineer
6 20 (14.39%) Java Software Engineer
7 12 (8.63%) Systems Engineer
8 9 (6.47%) Embedded Engineer
8 9 (6.47%) Principal Engineer
9 8 (5.76%) .NET Developer
9 8 (5.76%) Analyst
9 8 (5.76%) Applications Developer
9 8 (5.76%) Embedded C++ Engineer
9 8 (5.76%) Embedded Software Engineer
9 8 (5.76%) Java Applications Developer
9 8 (5.76%) Solutions Architect
10 7 (5.04%) C# Developer
10 7 (5.04%) Senior Developer
10 7 (5.04%) Systems Architect
Libraries, Frameworks & Software Standards
1 40 (28.78%) XML
2 35 (25.18%) Spring
3 31 (22.30%) Hibernate
4 30 (21.58%) HTML
5 28 (20.14%) HTML5
5 28 (20.14%) JPA
5 28 (20.14%) Web Services
6 24 (17.27%) JSF
6 24 (17.27%) REST
7 21 (15.11%) CSS
7 21 (15.11%) Java EE
7 21 (15.11%) XHTML
8 12 (8.63%) .NET
8 12 (8.63%) Qt
9 9 (6.47%) ASP.NET
10 8 (5.76%) Middleware
11 6 (4.32%) J2EE
12 5 (3.60%) .NET Framework
13 2 (1.44%) AngularJS
13 2 (1.44%) Node.js
Miscellaneous
1 41 (29.50%) Computer Science
2 21 (15.11%) RIA
3 20 (14.39%) Embedded Systems
4 12 (8.63%) User Experience
5 6 (4.32%) Analytical Skills
5 6 (4.32%) Field-Programmable Gate Array
6 5 (3.60%) Client/Server
6 5 (3.60%) Management Information System
7 3 (2.16%) Enterprise Software
8 1 (0.72%) Data Centre
8 1 (0.72%) PMI
Operating Systems
1 43 (30.94%) Linux
2 36 (25.90%) Android
2 36 (25.90%) Apple iOS
3 8 (5.76%) Windows
Processes & Methodologies
1 68 (48.92%) Agile Software Development
2 63 (45.32%) Software Engineering
3 51 (36.69%) TDD
4 42 (30.22%) Continuous Integration
5 39 (28.06%) Scrum
6 36 (25.90%) Android Development
6 36 (25.90%) iOS Development
6 36 (25.90%) Mobile Development
7 28 (20.14%) SysML
8 27 (19.42%) Mathematics
9 26 (18.71%) Validation
10 24 (17.27%) Web Development
11 22 (15.83%) TOGAF
12 19 (13.67%) OO
13 17 (12.23%) OOD
14 16 (11.51%) MODAF
15 15 (10.79%) ArchiMate
15 15 (10.79%) Problem-Solving
16 13 (9.35%) Model-Based Systems Engineering
16 13 (9.35%) SDLC
Programming Languages
1 66 (47.48%) C
2 61 (43.88%) Java
3 59 (42.45%) C++
4 28 (20.14%) JavaScript
5 20 (14.39%) SQL
6 18 (12.95%) C#
7 12 (8.63%) Shell Script
8 8 (5.76%) Embedded C
8 8 (5.76%) VB.NET
9 6 (4.32%) PHP
9 6 (4.32%) T-SQL
10 4 (2.88%) MATLAB
10 4 (2.88%) Python
11 3 (2.16%) Ada
11 3 (2.16%) Embedded C++
12 2 (1.44%) PL/SQL
13 1 (0.72%) Assembly Language
13 1 (0.72%) Go
13 1 (0.72%) Scala
13 1 (0.72%) VBA
Qualifications
1 87 (62.59%) Security Cleared
2 62 (44.60%) Degree
3 41 (29.50%) SC Cleared
4 29 (20.86%) DV Cleared
5 15 (10.79%) Computer Science Degree
6 12 (8.63%) Chartered Engineer
7 2 (1.44%) Oracle Certification
7 2 (1.44%) TOGAF Certification
8 1 (0.72%) PhD
8 1 (0.72%) PMI Certification
Quality Assurance & Compliance
1 21 (15.11%) QA
2 13 (9.35%) ECSS
3 12 (8.63%) ISO/IEC 15288
4 5 (3.60%) ISO 9001
4 5 (3.60%) ISO/IEC 20000
4 5 (3.60%) MISRA
5 2 (1.44%) Def Stans
5 2 (1.44%) DO-178B
6 1 (0.72%) IEC 61508
6 1 (0.72%) ISO 26262
6 1 (0.72%) MISRA C
System Software
1 1 (0.72%) Docker
1 1 (0.72%) Firmware
Systems Management
1 4 (2.88%) PTC Integrity
Vendors
1 14 (10.07%) Oracle
2 8 (5.76%) Microsoft
3 5 (3.60%) IBM
3 5 (3.60%) SAP
4 4 (2.88%) PTC
5 3 (2.16%) Casewise
6 2 (1.44%) Tableau
6 2 (1.44%) TIBCO
7 1 (0.72%) Rockwell
7 1 (0.72%) Siemens