Period
to 16 August 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 August 2017 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
East of England > Cambridgeshire
6 months to
16 Aug 2017
Same period 2016 Same period 2015
Rank 147 150 116
Rank change year-on-year +3 -34 +31
Permanent jobs citing UML 53 38 78
As % of all permanent IT jobs advertised in Cambridgeshire 1.41% 1.00% 1.83%
As % of the Processes & Methodologies category 1.57% 1.13% 2.13%
Number of salaries quoted 41 34 94
Cambridgeshire median annual salary £52,500 £80,000 £42,500
Median salary % change year-on-year -34.38% +88.24% -15.00%
10th Percentile £42,500 £42,500 £34,500
90th Percentile £67,500 £80,000 £62,500
East of England median annual salary £50,000 £57,500 £45,000
% change year-on-year -13.04% +27.78% -5.26%

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 Cambridgeshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridgeshire
Permanent job vacancies with a requirement for process and methodology skills 3376 3373 3654
As % of all permanent IT job vacancies advertised in Cambridgeshire 89.60% 88.93% 85.94%
Number of salaries quoted 2586 2755 3070
Cambridgeshire median annual salary £45,000 £45,000 £45,000
10th Percentile £27,000 £26,750 £27,500
90th Percentile £68,750 £65,000 £61,250
East of England median annual salary £45,000 £45,000 £45,000

UML
Job Vacancy Trend in Cambridgeshire

Job postings citing UML as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for UML in Cambridgeshire

UML
Salary Trend in Cambridgeshire

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

Salary trend for UML in Cambridgeshire

UML
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing UML in Cambridgeshire over the 6 months to 16 August 2017.

Salary histogram for UML in Cambridgeshire

UML
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing UML within the Cambridgeshire region over the 6 months to 16 August 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +8 49 £52,500 -34.38%
Peterborough +7 2 £52,500 +16.67%
UML
East of England

For the 6 months to 16 August 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 Cambridgeshire region with a requirement for UML.

1 33 (62.26%) C++
2 30 (56.60%) STL
3 28 (52.83%) Software Engineering
4 19 (35.85%) SQL
5 18 (33.96%) C#
5 18 (33.96%) Boost C++ Libraries
6 17 (32.08%) Windows
7 15 (28.30%) HTML
7 15 (28.30%) Finance
7 15 (28.30%) SDLC
8 13 (24.53%) Mobile App
9 12 (22.64%) OO
9 12 (22.64%) Multithreading
10 11 (20.75%) Agile Software Development
10 11 (20.75%) HTML5
11 10 (18.87%) GoogleTest
11 10 (18.87%) TOGAF
11 10 (18.87%) Google
11 10 (18.87%) Web Services
11 10 (18.87%) CSS
11 10 (18.87%) JavaScript
11 10 (18.87%) PHP
12 9 (16.98%) Microsoft
12 9 (16.98%) Android
12 9 (16.98%) Apple iOS
12 9 (16.98%) Microsoft Azure
13 8 (15.09%) Git (software)
13 8 (15.09%) Mentoring
13 8 (15.09%) Mobile Application Development
13 8 (15.09%) WCF

UML
Co-occurring IT Skills in Cambridgeshire 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 6 (11.32%) SharePoint
2 3 (5.66%) Apache
2 3 (5.66%) CMS
2 3 (5.66%) Sitecore CMS
2 3 (5.66%) Tomcat
2 3 (5.66%) WebLogic
Cloud Services
1 9 (16.98%) Microsoft Azure
Communications & Networking
1 4 (7.55%) Internet
Database & Business Intelligence
1 6 (11.32%) Relational Database
2 4 (7.55%) MySQL
2 4 (7.55%) SQL Server
2 4 (7.55%) SQL Server Analysis Services
2 4 (7.55%) SQL Server Integration Services
2 4 (7.55%) SQL Server Reporting Services
3 3 (5.66%) Data Warehouse
Development Applications
1 10 (18.87%) GoogleTest
2 8 (15.09%) Git (software)
3 7 (13.21%) Jenkins
4 6 (11.32%) Moq
4 6 (11.32%) MSBuild
4 6 (11.32%) NUnit
4 6 (11.32%) Subversion
4 6 (11.32%) Team Foundation Server
4 6 (11.32%) TeamCity
5 2 (3.77%) LabVIEW
6 1 (1.89%) Visual Studio
General
1 15 (28.30%) Finance
2 7 (13.21%) Marketing
3 2 (3.77%) Electronics
3 2 (3.77%) Manufacturing
3 2 (3.77%) Telecoms
4 1 (1.89%) Back Office
Job Titles
1 24 (45.28%) Developer
2 20 (37.74%) C++ Developer
3 19 (35.85%) Software Engineer
4 18 (33.96%) C++ Software Engineer
5 14 (26.42%) Senior Developer
6 10 (18.87%) C++ Programmer
6 10 (18.87%) C++ Software Developer
6 10 (18.87%) Developer/Software Engineer
6 10 (18.87%) Junior
6 10 (18.87%) Junior C++ Developer
6 10 (18.87%) Junior Developer
6 10 (18.87%) Principal Developer
6 10 (18.87%) Programmer
6 10 (18.87%) Senior C++ Developer
6 10 (18.87%) Software Developer
6 10 (18.87%) Software Programmer
7 9 (16.98%) Architect
8 6 (11.32%) .NET Architect
8 6 (11.32%) C# Architect
8 6 (11.32%) Software Architect
Libraries, Frameworks & Software Standards
1 30 (56.60%) STL
2 18 (33.96%) Boost C++ Libraries
3 15 (28.30%) HTML
4 11 (20.75%) HTML5
5 10 (18.87%) CSS
5 10 (18.87%) Web Services
6 8 (15.09%) WCF
7 7 (13.21%) .NET
8 6 (11.32%) .NET Framework
8 6 (11.32%) Ajax
8 6 (11.32%) AngularJS
8 6 (11.32%) ASP.NET
8 6 (11.32%) ASP.NET MVC
8 6 (11.32%) ASP.NET MVC 3
8 6 (11.32%) ASP.NET Web API
8 6 (11.32%) CSS3
8 6 (11.32%) jQuery
8 6 (11.32%) JSON
8 6 (11.32%) REST
8 6 (11.32%) Twitter Bootstrap
Miscellaneous
1 13 (24.53%) Mobile App
2 7 (13.21%) Field-Programmable Gate Array
3 4 (7.55%) Blog
3 4 (7.55%) User Experience
4 3 (5.66%) Clustering
5 1 (1.89%) Data Protection Act
Operating Systems
1 17 (32.08%) Windows
2 9 (16.98%) Android
2 9 (16.98%) Apple iOS
3 5 (9.43%) Linux
3 5 (9.43%) Windows Embedded Compact
4 3 (5.66%) Oracle Linux
4 3 (5.66%) Solaris
4 3 (5.66%) Unix
5 1 (1.89%) Embedded Linux
Processes & Methodologies
1 28 (52.83%) Software Engineering
2 15 (28.30%) SDLC
3 12 (22.64%) Multithreading
3 12 (22.64%) OO
4 11 (20.75%) Agile Software Development
5 10 (18.87%) TOGAF
6 8 (15.09%) Mentoring
6 8 (15.09%) Mobile Application Development
7 6 (11.32%) Digital Marketing
7 6 (11.32%) Inversion of Control
7 6 (11.32%) MVC
7 6 (11.32%) OOD
7 6 (11.32%) Software Architecture
7 6 (11.32%) TDD
7 6 (11.32%) Unit Testing
7 6 (11.32%) Waterfall
8 5 (9.43%) Business Intelligence
8 5 (9.43%) OOP
8 5 (9.43%) SysML
9 4 (7.55%) Content Management
Programming Languages
1 33 (62.26%) C++
2 19 (35.85%) SQL
3 18 (33.96%) C#
4 10 (18.87%) JavaScript
4 10 (18.87%) PHP
5 4 (7.55%) Java
5 4 (7.55%) PowerShell
5 4 (7.55%) T-SQL
6 2 (3.77%) Bash Shell
6 2 (3.77%) C
7 1 (1.89%) Embedded C
7 1 (1.89%) Embedded C++
7 1 (1.89%) Python
Qualifications
1 8 (15.09%) Degree
Quality Assurance & Compliance
1 2 (3.77%) QA
System Software
1 3 (5.66%) Firmware
2 1 (1.89%) Docker
Vendors
1 10 (18.87%) Google
2 9 (16.98%) Microsoft
3 4 (7.55%) Sitecore
4 3 (5.66%) Oracle
4 3 (5.66%) Sun
5 2 (3.77%) SAP
6 1 (1.89%) Twitter
6 1 (1.89%) Xamarin