The following table provides summary statistics for permanent job vacancies advertised in Bath with a requirement for UML skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited UML over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
Somerset / Bath
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 60 48 41
Rank change year-on-year -12 -7  
Permanent jobs citing UML 1 2 3
As % of all permanent IT jobs advertised in Bath 0.22% 0.64% 1.05%
As % of the Processes & Methodologies category 0.24% 0.71% 1.32%
Number of salaries quoted 1 1 3
Median salary £52,500 £42,500 £40,000
Median salary % change year-on-year +23.52% +6.25%  
UK excluding London median salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.55%  

UML is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bath with a requirement for process and methodology skills.

Process & Methodology Skills
Bath
Permanent job vacancies with a requirement for process and methodology skills 420 283 228
As % of all permanent IT job vacancies advertised in Bath 91.11% 90.71% 79.44%
Number of salaries quoted 286 274 212
Median salary £42,500 £40,250 £38,500
Median salary % change year-on-year +5.59% +4.54%  
90% offered a salary of more than £35,000 £34,914 £26,000
10% offered a salary of more than £65,000 £55,000 £57,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

UML
Job Vacancy Trend in Bath

The job posting trend of jobs advertised in Bath citing UML as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for UML in Bath

UML
Salary Trend in Bath

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

Salary trend for UML in Bath

For the 6 months to 25 June 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 Bath region with a requirement for UML.

1 10 (76.92%) Linux
2 8 (61.54%) Python
2 8 (61.54%) Django
3 7 (53.85%) Git (software)
3 7 (53.85%) Analytics
3 7 (53.85%) MySQL
4 6 (46.15%) Agile Software Development
4 6 (46.15%) TDD
4 6 (46.15%) AngularJS
5 5 (38.46%) PostgreSQL
5 5 (38.46%) OO
5 5 (38.46%) OOD
6 4 (30.77%) Scrum
6 4 (30.77%) JIRA
7 3 (23.08%) jQuery
7 3 (23.08%) nginx
7 3 (23.08%) TypeScript
7 3 (23.08%) Risk Analytics
7 3 (23.08%) LEMP Stack
7 3 (23.08%) Customer Requirements
7 3 (23.08%) Internet
7 3 (23.08%) Java
8 2 (15.38%) SQL
8 2 (15.38%) OOP
8 2 (15.38%) Oracle
8 2 (15.38%) SQL Server
8 2 (15.38%) C#
8 2 (15.38%) Data Warehouse
8 2 (15.38%) Data Management
8 2 (15.38%) SQL Server Reporting Services

UML
Co-occurring IT Skills in Bath 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 3 (23.08%) nginx
Communications & Networking
1 3 (23.08%) Internet
Database & Business Intelligence
1 7 (53.85%) MySQL
2 5 (38.46%) PostgreSQL
3 2 (15.38%) Big Data
3 2 (15.38%) Data Warehouse
3 2 (15.38%) Hadoop
3 2 (15.38%) NoSQL
3 2 (15.38%) SQL Server
3 2 (15.38%) SQL Server Analysis Services
3 2 (15.38%) SQL Server Reporting Services
4 1 (7.69%) Oracle Database
4 1 (7.69%) SQL Server 2008
4 1 (7.69%) SQL Server 2012
4 1 (7.69%) SQL Server 2014
Development Applications
1 7 (53.85%) Git (software)
2 4 (30.77%) JIRA
3 2 (15.38%) Jenkins
3 2 (15.38%) Maven
Job Titles
1 8 (61.54%) Developer
2 6 (46.15%) Python Developer
3 4 (30.77%) Django Developer
3 4 (30.77%) Python/Django Developer
4 3 (23.08%) Angular Developer
4 3 (23.08%) Junior
4 3 (23.08%) Junior Developer
4 3 (23.08%) Junior Python Developer
5 2 (15.38%) C# Developer
5 2 (15.38%) Cloud Developer
5 2 (15.38%) DBA
5 2 (15.38%) Senior DBA
5 2 (15.38%) Senior Developer
5 2 (15.38%) Senior Python Developer
6 1 (7.69%) .NET Developer
6 1 (7.69%) Architect
6 1 (7.69%) C# .NET Developer
6 1 (7.69%) Solutions Architect
Libraries, Frameworks & Software Standards
1 8 (61.54%) Django
2 6 (46.15%) AngularJS
3 3 (23.08%) jQuery
3 3 (23.08%) LEMP Stack
4 2 (15.38%) RESTful
5 1 (7.69%) .NET
5 1 (7.69%) XML
Miscellaneous
1 1 (7.69%) N-Tier
Operating Systems
1 10 (76.92%) Linux
Processes & Methodologies
1 7 (53.85%) Analytics
2 6 (46.15%) Agile Software Development
2 6 (46.15%) TDD
3 5 (38.46%) OO
3 5 (38.46%) OOD
4 4 (30.77%) Scrum
5 3 (23.08%) Customer Requirements
5 3 (23.08%) Risk Analytics
6 2 (15.38%) Continuous Integration
6 2 (15.38%) Data Analytics
6 2 (15.38%) Data Management
6 2 (15.38%) ERD
6 2 (15.38%) ETL
6 2 (15.38%) OOP
6 2 (15.38%) Open Source
6 2 (15.38%) Software Engineering
6 2 (15.38%) User Stories
6 2 (15.38%) Web Development
7 1 (7.69%) Risk Management
7 1 (7.69%) SOA
Programming Languages
1 8 (61.54%) Python
2 3 (23.08%) Java
2 3 (23.08%) TypeScript
3 2 (15.38%) C#
3 2 (15.38%) SQL
Vendors
1 2 (15.38%) Oracle