Period
to 20 January 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 20 January 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
South West > Bristol
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 111 108 81
Rank change year-on-year -3 -27 -17
Permanent jobs citing UML 93 77 118
As % of all permanent IT jobs advertised in Bristol 2.56% 2.38% 3.25%
As % of the Processes & Methodologies category 2.81% 2.60% 3.59%
Number of salaries quoted 65 65 95
Bristol median annual salary £46,000 £60,000 £45,000
Median salary % change year-on-year -23.33% +33.33% +12.50%
10th Percentile £35,000 £36,250 £32,200
90th Percentile £58,750 £78,750 £71,250
South West median annual salary £47,500 £48,500 £42,500
% change year-on-year -2.06% +14.12% +6.25%

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 3,314 2,958 3,284
As % of all permanent IT jobs advertised in Bristol 91.35% 91.61% 90.52%
Number of salaries quoted 2,731 2,429 2,886
Bristol median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £26,750 £27,750 £27,500
90th Percentile £67,500 £71,250 £66,500
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% +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 20 January 2018.

Salary histogram for UML in Bristol

For the 6 months to 20 January 2018, 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 48 (51.61%) Software Engineering
2 47 (50.54%) Security Cleared
3 43 (46.24%) Agile Software Development
4 40 (43.01%) C
4 40 (43.01%) C++
5 37 (39.78%) Java
6 33 (35.48%) Degree
7 30 (32.26%) Linux
8 25 (26.88%) SC Cleared
9 22 (23.66%) Computer Science
10 16 (17.20%) DV Cleared
10 16 (17.20%) SysML
10 16 (17.20%) Validation
11 15 (16.13%) OO
11 15 (16.13%) Rational Rhapsody
12 14 (15.05%) MATLAB
12 14 (15.05%) TDD
13 13 (13.98%) Simulink
13 13 (13.98%) Project Management
13 13 (13.98%) Requirements Engineering
14 12 (12.90%) XML
14 12 (12.90%) JavaScript
14 12 (12.90%) HTML
14 12 (12.90%) TOGAF
14 12 (12.90%) Scrum
14 12 (12.90%) MISRA
15 11 (11.83%) Maven
15 11 (11.83%) Spring
15 11 (11.83%) Business Analysis
16 10 (10.75%) MODAF

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 7 (7.53%) WebLogic
2 5 (5.38%) JBoss
2 5 (5.38%) Jetty
2 5 (5.38%) Tomcat
3 3 (3.23%) Alfresco
3 3 (3.23%) Joomla!
3 3 (3.23%) Oracle SOA Suite
4 2 (2.15%) Confluence
Applications
1 13 (13.98%) Simulink
2 1 (1.08%) Microsoft Excel
2 1 (1.08%) MS Visio
Business Applications
1 2 (2.15%) Oracle BPM
2 1 (1.08%) Visualfiles
Cloud Services
1 2 (2.15%) Amazon AWS
1 2 (2.15%) Microsoft Azure
2 1 (1.08%) Cloud Computing
2 1 (1.08%) SaaS
Communications & Networking
1 3 (3.23%) Internet
2 1 (1.08%) 802.11
2 1 (1.08%) DHCP
2 1 (1.08%) DNS
2 1 (1.08%) TCP/IP
2 1 (1.08%) Wireless
Database & Business Intelligence
1 8 (8.60%) MongoDB
1 8 (8.60%) NoSQL
2 6 (6.45%) Geospatial Data
3 5 (5.38%) Couchbase
3 5 (5.38%) Hadoop
3 5 (5.38%) Redis
3 5 (5.38%) Riak
3 5 (5.38%) SQL Server
4 3 (3.23%) MySQL
5 2 (2.15%) Big Data
6 1 (1.08%) PostgreSQL
Development Applications
1 15 (16.13%) Rational Rhapsody
2 11 (11.83%) Maven
3 9 (9.68%) Subversion
4 8 (8.60%) Git (software)
5 7 (7.53%) Eclipse
6 5 (5.38%) Jenkins
7 3 (3.23%) Ant
7 3 (3.23%) Apache Ivy
7 3 (3.23%) GCC
7 3 (3.23%) Gerrit
7 3 (3.23%) JIRA
7 3 (3.23%) JUnit
7 3 (3.23%) Rational DOORS
7 3 (3.23%) Sonatype Nexus
8 2 (2.15%) Bitbucket
9 1 (1.08%) RequisitePro
9 1 (1.08%) Team Foundation Server
General
1 7 (7.53%) Finance
2 6 (6.45%) Retail
3 5 (5.38%) Law
3 5 (5.38%) Telecoms
4 4 (4.30%) Electronics
5 3 (3.23%) Legal
6 2 (2.15%) Aerospace
7 1 (1.08%) Automotive
7 1 (1.08%) Marketing
Job Titles
1 34 (36.56%) Software Engineer
2 26 (27.96%) C++ Software Engineer
3 21 (22.58%) Developer
4 17 (18.28%) Java Engineer
4 17 (18.28%) Java Software Engineer
5 16 (17.20%) Analyst
6 14 (15.05%) Business Analyst
6 14 (15.05%) Java Developer
7 12 (12.90%) Architect
8 8 (8.60%) Embedded C++ Engineer
8 8 (8.60%) Embedded C++ Software Engineer
8 8 (8.60%) Embedded Engineer
8 8 (8.60%) Embedded Software Engineer
9 7 (7.53%) C Software Engineer
9 7 (7.53%) C/C++ Embedded Software Engineer
9 7 (7.53%) C/C++ Software Engineer
9 7 (7.53%) Embedded C Engineer
9 7 (7.53%) Embedded C/C++ Engineer
9 7 (7.53%) Embedded C/C++ Software Engineer
9 7 (7.53%) MATLAB Engineer
Libraries, Frameworks & Software Standards
1 12 (12.90%) HTML
1 12 (12.90%) XML
2 11 (11.83%) Spring
3 8 (8.60%) Hibernate
3 8 (8.60%) HTML5
3 8 (8.60%) JPA
3 8 (8.60%) JSF
4 7 (7.53%) Web Services
5 5 (5.38%) CSS
5 5 (5.38%) Java EE
5 5 (5.38%) Middleware
6 4 (4.30%) AngularJS
6 4 (4.30%) RESTful
7 3 (3.23%) .NET
7 3 (3.23%) J2EE
7 3 (3.23%) jQuery
7 3 (3.23%) Qt
7 3 (3.23%) REST
7 3 (3.23%) Twitter Bootstrap
7 3 (3.23%) XHTML
Miscellaneous
1 22 (23.66%) Computer Science
2 9 (9.68%) Embedded Systems
3 8 (8.60%) Enterprise Software
4 6 (6.45%) Client/Server
5 4 (4.30%) Algorithms
5 4 (4.30%) Driving Licence
6 3 (3.23%) RIA
6 3 (3.23%) User Experience
6 3 (3.23%) Virtual Team
7 2 (2.15%) Mobile App
8 1 (1.08%) Analytical Skills
8 1 (1.08%) Fintech
8 1 (1.08%) Management Information System
Operating Systems
1 30 (32.26%) Linux
2 8 (8.60%) Android
2 8 (8.60%) Apple iOS
3 6 (6.45%) Windows
4 5 (5.38%) SUSE Linux Enterprise Server
Processes & Methodologies
1 48 (51.61%) Software Engineering
2 43 (46.24%) Agile Software Development
3 16 (17.20%) SysML
3 16 (17.20%) Validation
4 15 (16.13%) OO
5 14 (15.05%) TDD
6 13 (13.98%) Project Management
6 13 (13.98%) Requirements Engineering
7 12 (12.90%) Scrum
7 12 (12.90%) TOGAF
8 11 (11.83%) Business Analysis
9 10 (10.75%) MODAF
9 10 (10.75%) OOD
10 9 (9.68%) Continuous Integration
10 9 (9.68%) Data Analysis
10 9 (9.68%) DSDM
10 9 (9.68%) Open Source
10 9 (9.68%) SDLC
11 8 (8.60%) Mobile Development
11 8 (8.60%) Waterfall
Programming Languages
1 40 (43.01%) C
1 40 (43.01%) C++
2 37 (39.78%) Java
3 14 (15.05%) MATLAB
4 12 (12.90%) JavaScript
5 10 (10.75%) Embedded C
5 10 (10.75%) Embedded C++
6 9 (9.68%) SQL
7 5 (5.38%) Ada
8 3 (3.23%) C#
8 3 (3.23%) Fortran
8 3 (3.23%) PHP
8 3 (3.23%) Shell Script
9 2 (2.15%) Apple Swift
9 2 (2.15%) Python
Qualifications
1 47 (50.54%) Security Cleared
2 33 (35.48%) Degree
3 25 (26.88%) SC Cleared
4 16 (17.20%) DV Cleared
5 8 (8.60%) ISEB
6 4 (4.30%) Computer Science Degree
6 4 (4.30%) IIBA
7 3 (3.23%) Numerate Degree
8 2 (2.15%) PhD
9 1 (1.08%) ITIL Foundation Certificate
9 1 (1.08%) PRINCE2 Certification
Quality Assurance & Compliance
1 12 (12.90%) MISRA
2 10 (10.75%) QA
3 4 (4.30%) Def Stans
3 4 (4.30%) DO-178B
4 3 (3.23%) ECSS
4 3 (3.23%) ISO 9001
4 3 (3.23%) ISO/IEC 20000
5 1 (1.08%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 3 (3.23%) Firmware
Vendors
1 8 (8.60%) Oracle
2 3 (3.23%) IBM
3 2 (2.15%) Xamarin
4 1 (1.08%) Citrix
4 1 (1.08%) Microsoft