The table below looks at the statistics for UML skills in IT jobs advertised for the Bristol region. Included is a guide to the salaries offered in IT jobs that have cited UML over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Unified Modeling Language (UML)
South West / Bristol
Rank 70 63 71
Rank change year-on-year
-7 +8
Permanent jobs citing UML 63 68 59
As % of all permanent IT jobs located in Bristol 3.48% 3.80% 3.06%
As % of the Processes & Methodologies category 3.81% 4.19% 3.51%
Number of salaries quoted 58 40 42
Median salary £50,000 £39,500 £40,000
Median salary % change year-on-year
+26.58% -1.25%
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £65,000 £65,250 £76,500
UK excluding London median salary £50,000 £45,000 £42,500
% change year-on-year
+11.11% +5.88%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Bristol region.

Processes & Methodologies Category
Bristol
Permanent IT job ads with a match in the
Processes & Methodologies category
1655 1624 1683
As % of all permanent IT jobs located in Bristol 91.39% 90.73% 87.29%
Number of salaries quoted 1331 1430 1378
Median salary £45,000 £43,500 £42,500
Median salary % change year-on-year
+3.44% +2.35%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

UML
Jobs Demand Trend in Bristol

The demand trend of job ads across the Bristol region citing UML as a proportion of all IT jobs with a match in the Processes & Methodologies category.

UML Jobs Demand Trend in Bristol

UML
Salary Trend in Bristol

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing UML across the Bristol region.

UML Salary Trend in Bristol

UML
Salary Histogram in Bristol

This chart provides a salary histogram for IT jobs citing UML across the Bristol region over the 3 months to 24 February 2017.

UML Salary Histogram in Bristol

UML
Top 30 Related IT Skills in Bristol

For the 6 months to 24 February 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 62 (55.86%) Agile Software Development
2 55 (49.55%) Java
3 41 (36.94%) Scrum
4 39 (35.14%) OO
4 39 (35.14%) Continuous Integration
4 39 (35.14%) Coaching
5 38 (34.23%) RUP
5 38 (34.23%) DSDM
5 38 (34.23%) TDD
5 38 (34.23%) Retail
6 37 (33.33%) Banking
6 37 (33.33%) Multithreading
7 36 (32.43%) NoSQL
7 36 (32.43%) Mentoring
7 36 (32.43%) AngularJS
7 36 (32.43%) Concurrent Programming
7 36 (32.43%) Oracle
7 36 (32.43%) SQL Server
7 36 (32.43%) Web Development
8 35 (31.53%) PostgreSQL
8 35 (31.53%) MySQL
8 35 (31.53%) Ansible
8 35 (31.53%) Puppet
8 35 (31.53%) MongoDB
8 35 (31.53%) Hadoop
8 35 (31.53%) Microsoft Azure
8 35 (31.53%) Amazon AWS
9 34 (30.63%) Apache Solr
9 34 (30.63%) Apache Cassandra
9 34 (30.63%) Jetty

UML
Top Related 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 34 (30.63%) Apache Solr
1 34 (30.63%) Apache Spark
1 34 (30.63%) Elasticsearch
1 34 (30.63%) JBoss
1 34 (30.63%) Jetty
1 34 (30.63%) OpenStack
1 34 (30.63%) Tomcat
1 34 (30.63%) WebLogic
1 34 (30.63%) WebSphere
2 13 (11.71%) WebSphere Application Server
3 6 (5.41%) Apache
4 1 (0.90%) Alfresco
4 1 (0.90%) Joomla!
Applications
1 7 (6.31%) MS Office
2 6 (5.41%) MS Visio
3 3 (2.70%) MS Excel
Cloud Services
1 35 (31.53%) Amazon AWS
1 35 (31.53%) Microsoft Azure
Communications & Networking
1 7 (6.31%) DHCP
1 7 (6.31%) DNS
1 7 (6.31%) TCP/IP
2 3 (2.70%) Firewall
3 1 (0.90%) Internet
Database & Business Intelligence
1 36 (32.43%) NoSQL
1 36 (32.43%) SQL Server
2 35 (31.53%) Hadoop
2 35 (31.53%) MongoDB
2 35 (31.53%) MySQL
2 35 (31.53%) PostgreSQL
3 34 (30.63%) Apache Cassandra
3 34 (30.63%) Big Data
3 34 (30.63%) Couchbase
3 34 (30.63%) Redis
3 34 (30.63%) Riak
Development Applications
1 14 (12.61%) Rational DOORS
2 8 (7.21%) Rational Rhapsody
3 2 (1.80%) Jenkins
4 1 (0.90%) Ant
4 1 (0.90%) Apache Ivy
4 1 (0.90%) Eclipse
4 1 (0.90%) Maven
4 1 (0.90%) Subversion
4 1 (0.90%) Team Foundation Server
4 1 (0.90%) TeamCity
4 1 (0.90%) Visual Studio
General
1 38 (34.23%) Retail
2 37 (33.33%) Banking
3 18 (16.22%) Finance
4 16 (14.41%) Telecoms
5 9 (8.11%) Aerospace
6 6 (5.41%) Legal
6 6 (5.41%) Marketing
6 6 (5.41%) Military
7 3 (2.70%) Manufacturing
8 1 (0.90%) Front Office
Job Titles
1 37 (33.33%) Developer
2 23 (20.72%) Java Developer
3 21 (18.92%) Senior Developer
3 21 (18.92%) Software Engineer
4 18 (16.22%) Analyst
4 18 (16.22%) Architect
4 18 (16.22%) Business Analyst
5 17 (15.32%) Solutions Architect
6 15 (13.51%) Agile Business Analyst
7 12 (10.81%) C++ Software Engineer
7 12 (10.81%) Java Engineer
7 12 (10.81%) Java Software Engineer
7 12 (10.81%) Senior Java Developer
7 12 (10.81%) Systems Engineer
8 7 (6.31%) .NET Developer
8 7 (6.31%) Software Developer
9 6 (5.41%) C# Developer
9 6 (5.41%) Design Engineer
9 6 (5.41%) Senior Software Developer
10 5 (4.50%) Development Analyst
Libraries, Frameworks & Software Standards
1 36 (32.43%) AngularJS
2 34 (30.63%) Elastic Stack
2 34 (30.63%) Lucene
2 34 (30.63%) React
3 14 (12.61%) .NET
4 11 (9.91%) Web Services
5 7 (6.31%) RESTful
6 5 (4.50%) Apache Flex
6 5 (4.50%) CSS
6 5 (4.50%) HTML
6 5 (4.50%) WPF
7 4 (3.60%) ASP.NET
7 4 (3.60%) ASP.NET MVC
7 4 (3.60%) J2EE
7 4 (3.60%) SOAP
7 4 (3.60%) Spring
8 3 (2.70%) Middleware
9 1 (0.90%) WSDL
9 1 (0.90%) XHTML
9 1 (0.90%) XML
Miscellaneous
1 20 (18.02%) Enterprise Software
2 9 (8.11%) Foreign Exchange (FX)
3 6 (5.41%) Algorithms
3 6 (5.41%) Management Information System
4 5 (4.50%) Computer Science
5 4 (3.60%) Analytical Skills
5 4 (3.60%) User Experience
6 1 (0.90%) Embedded Systems
6 1 (0.90%) Mobile App
6 1 (0.90%) RIA
Operating Systems
1 23 (20.72%) Android
1 23 (20.72%) Apple iOS
2 13 (11.71%) Linux
3 1 (0.90%) Red Hat Enterprise Linux
3 1 (0.90%) Windows
3 1 (0.90%) Windows Server
Processes & Methodologies
1 62 (55.86%) Agile Software Development
2 41 (36.94%) Scrum
3 39 (35.14%) Coaching
3 39 (35.14%) Continuous Integration
3 39 (35.14%) OO
4 38 (34.23%) DSDM
4 38 (34.23%) RUP
4 38 (34.23%) TDD
5 37 (33.33%) Multithreading
6 36 (32.43%) Concurrent Programming
6 36 (32.43%) Mentoring
6 36 (32.43%) Web Development
7 34 (30.63%) Kanban
7 34 (30.63%) Software Delivery
8 30 (27.03%) Software Engineering
9 25 (22.52%) MODAF
10 22 (19.82%) Mobile Development
11 20 (18.02%) SysML
12 18 (16.22%) Validation
13 17 (15.32%) TOGAF
Programming Languages
1 55 (49.55%) Java
2 25 (22.52%) C#
3 23 (20.72%) Python
4 22 (19.82%) Bash Shell
4 22 (19.82%) C++
4 22 (19.82%) Go
4 22 (19.82%) Perl
5 15 (13.51%) C
6 10 (9.01%) PHP
7 6 (5.41%) SQL
8 3 (2.70%) Ada
9 2 (1.80%) JavaScript
10 1 (0.90%) T-SQL
Qualifications
1 26 (23.42%) Degree
2 23 (20.72%) Security Cleared
3 6 (5.41%) Chartered Engineer
3 6 (5.41%) DV Cleared
3 6 (5.41%) SSCP
4 4 (3.60%) PhD
5 3 (2.70%) SC Cleared
Quality Assurance & Compliance
1 4 (3.60%) QA
2 1 (0.90%) Def Stans
2 1 (0.90%) MISRA
2 1 (0.90%) MISRA C
Systems Management
1 35 (31.53%) Ansible
1 35 (31.53%) Puppet
2 34 (30.63%) Kibana
2 34 (30.63%) logstash
2 34 (30.63%) Opscode Chef
2 34 (30.63%) Salt
Vendors
1 36 (32.43%) Oracle
2 8 (7.21%) Microsoft
3 3 (2.70%) ATG
3 3 (2.70%) hybris
3 3 (2.70%) SAP
4 1 (0.90%) Adobe
4 1 (0.90%) IBM
4 1 (0.90%) TIBCO
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