Period
to 19 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 19 November 2018 with a comparison to the same period in the previous 2 years.

Unified Modeling Language (UML)
Cambridgeshire > Cambridge
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 120 135 118
Rank change year-on-year +15 -17 -25
Permanent jobs citing UML 21 45 30
As % of all permanent IT jobs advertised in Cambridge 1.02% 1.47% 1.33%
As % of the Processes & Methodologies category 1.09% 1.56% 1.46%
Number of salaries quoted 21 24 50
Cambridge median annual salary £56,500 £70,000 £33,000
Median salary % change year-on-year -19.29% +112.12% -22.35%
10th Percentile £50,000 £42,500 £31,500
90th Percentile £61,250 £90,000 £80,000
Cambridgeshire median annual salary £56,500 £58,750 £38,000
% change year-on-year -3.83% +54.61% -10.59%

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 Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 1,926 2,886 2,052
As % of all permanent IT jobs advertised in Cambridge 93.31% 94.19% 90.64%
Number of salaries quoted 1,514 2,193 1,687
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £30,000 £29,000 £26,250
90th Percentile £72,500 £72,500 £67,500
Cambridgeshire median annual salary £47,773 £47,500 £45,000
% change year-on-year +0.57% +5.56% +1.12%

UML
Job Vacancy Trend in Cambridge

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

Job vacancy trend for UML in Cambridge

UML
Salary Trend in Cambridge

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

Salary trend for UML in Cambridge

UML
Salary Histogram in Cambridge

The salary distribution of IT jobs citing UML in Cambridge over the 6 months to 19 November 2018.

Salary histogram for UML in Cambridge

For the 6 months to 19 November 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 Cambridge region with a requirement for UML.

1 16 (76.19%) Scrum
1 16 (76.19%) Agile Software Development
1 16 (76.19%) User Stories
2 15 (71.43%) SDLC
2 15 (71.43%) Project Management
2 15 (71.43%) Telecoms
3 14 (66.67%) Finance
3 14 (66.67%) Change Management
3 14 (66.67%) Advertising
3 14 (66.67%) Stakeholder Management
3 14 (66.67%) ISEB
3 14 (66.67%) Retail
3 14 (66.67%) Business Analysis
3 14 (66.67%) Use Case
3 14 (66.67%) BPMN
3 14 (66.67%) FMCG
3 14 (66.67%) User Acceptance Testing
3 14 (66.67%) Waterfall
3 14 (66.67%) Business Process Modelling
3 14 (66.67%) Workshop Facilitation
4 4 (19.05%) C++
5 3 (14.29%) Linux
5 3 (14.29%) Open Source
5 3 (14.29%) Software Engineering
5 3 (14.29%) OpenStack
6 2 (9.52%) MongoDB
6 2 (9.52%) NoSQL
6 2 (9.52%) RabbitMQ
6 2 (9.52%) Process Improvement
6 2 (9.52%) Ansible

UML
Co-occurring IT Skills in Cambridge 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 (14.29%) OpenStack
Cloud Services
1 2 (9.52%) GitHub
Database & Business Intelligence
1 2 (9.52%) MongoDB
1 2 (9.52%) MySQL
1 2 (9.52%) NoSQL
1 2 (9.52%) PostgreSQL
Development Applications
1 2 (9.52%) Git (software)
2 1 (4.76%) Bugzilla
2 1 (4.76%) GoogleTest
2 1 (4.76%) Rational Rhapsody
General
1 15 (71.43%) Telecoms
2 14 (66.67%) Advertising
2 14 (66.67%) Finance
2 14 (66.67%) Retail
3 2 (9.52%) Games
4 1 (4.76%) Aerospace
4 1 (4.76%) Automotive
Job Titles
1 14 (66.67%) Analyst
1 14 (66.67%) Business Analyst
1 14 (66.67%) Lead Business Analyst
1 14 (66.67%) Senior Analyst
1 14 (66.67%) Senior Business Analyst
2 2 (9.52%) Architect
2 2 (9.52%) Senior Manager
2 2 (9.52%) Software Architect
2 2 (9.52%) Software Engineer
2 2 (9.52%) Software Manager
3 1 (4.76%) C++ Developer
3 1 (4.76%) C++ Software Developer
3 1 (4.76%) C++ Software Engineer
3 1 (4.76%) Developer
3 1 (4.76%) Development Project Leader
3 1 (4.76%) Project Leader
3 1 (4.76%) Software Developer
3 1 (4.76%) Software Project Leader
3 1 (4.76%) Systems Architect
3 1 (4.76%) UML Architect
Libraries, Frameworks & Software Standards
1 2 (9.52%) Boost C++ Libraries
1 2 (9.52%) RabbitMQ
1 2 (9.52%) RESTful
1 2 (9.52%) STL
1 2 (9.52%) Web Services
2 1 (4.76%) HTML
2 1 (4.76%) HTML5
2 1 (4.76%) POSIX
2 1 (4.76%) Qt
Miscellaneous
1 14 (66.67%) FMCG
2 2 (9.52%) Computer Science
2 2 (9.52%) Private Cloud
3 1 (4.76%) Field-Programmable Gate Array
Operating Systems
1 3 (14.29%) Linux
2 2 (9.52%) Ubuntu
3 1 (4.76%) Windows
3 1 (4.76%) Windows Embedded Compact
Processes & Methodologies
1 16 (76.19%) Agile Software Development
1 16 (76.19%) Scrum
1 16 (76.19%) User Stories
2 15 (71.43%) Project Management
2 15 (71.43%) SDLC
3 14 (66.67%) BPMN
3 14 (66.67%) Business Analysis
3 14 (66.67%) Business Process Modelling
3 14 (66.67%) Change Management
3 14 (66.67%) Stakeholder Management
3 14 (66.67%) Use Case
3 14 (66.67%) User Acceptance Testing
3 14 (66.67%) Waterfall
3 14 (66.67%) Workshop Facilitation
4 3 (14.29%) Open Source
4 3 (14.29%) Software Engineering
5 2 (9.52%) Coaching
5 2 (9.52%) Mentoring
5 2 (9.52%) Microservices
5 2 (9.52%) Process Improvement
Programming Languages
1 4 (19.05%) C++
2 2 (9.52%) Ada
2 2 (9.52%) C
2 2 (9.52%) Java
2 2 (9.52%) JavaScript
2 2 (9.52%) Python
2 2 (9.52%) Ruby
3 1 (4.76%) C#
3 1 (4.76%) SQL
Qualifications
1 14 (66.67%) ISEB
2 2 (9.52%) Degree
3 1 (4.76%) Computer Science Degree
Quality Assurance & Compliance
1 1 (4.76%) DO-178B
1 1 (4.76%) IEC 61508
System Software
1 1 (4.76%) Docker
1 1 (4.76%) KVM
1 1 (4.76%) QEMU
Systems Management
1 2 (9.52%) Ansible
1 2 (9.52%) Packer
1 2 (9.52%) Terraform
Vendors
1 1 (4.76%) Google