The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Cambridgeshire / Cambridge
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 114 89 106
Rank change year-on-year -25 +17  
Permanent jobs citing Data Modelling 8 19 9
As % of all permanent IT jobs advertised in Cambridge 0.58% 1.61% 0.63%
As % of the Processes & Methodologies category 0.66% 1.81% 0.73%
Number of salaries quoted 7 5 6
Median salary £41,000 £47,500 £52,500
Median salary % change year-on-year -13.68% -9.52%  
90% offered a salary of more than £35,600 £25,821 £37,500
10% offered a salary of more than £56,600 £51,000 £56,250
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

Data Modelling 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 Cambridge with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridge
Permanent job vacancies with a requirement for process and methodology skills 1221 1051 1231
As % of all permanent IT job vacancies advertised in Cambridge 88.03% 88.99% 86.69%
Number of salaries quoted 928 873 1039
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.55%  
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £70,000 £55,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Data Modelling in Cambridge

Data Modelling
Salary Trend in Cambridge

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

Salary trend for Data Modelling in Cambridge

Data Modelling
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Data Modelling in Cambridge over the 3 months to 27 June 2017.

Salary histogram for Data Modelling in Cambridge

For the 6 months to 27 June 2017, IT jobs citing Data Modelling 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 Cambridge region with a requirement for Data Modelling.

1 8 (72.73%) SQL
1 8 (72.73%) Oracle
1 8 (72.73%) ETL
1 8 (72.73%) Business Intelligence
1 8 (72.73%) BusinessObjects
1 8 (72.73%) Data Management
2 7 (63.64%) Relational Database
2 7 (63.64%) Analytical Skills
3 6 (54.55%) Post-Production
3 6 (54.55%) Workflow
3 6 (54.55%) SAP BW
3 6 (54.55%) Data Warehouse
3 6 (54.55%) SAP R/3
3 6 (54.55%) SQL Server
3 6 (54.55%) SAP
3 6 (54.55%) Data Integration
3 6 (54.55%) Dimensional Modelling
3 6 (54.55%) Data Architecture
4 3 (27.27%) Software Engineering
5 2 (18.18%) Statistics
5 2 (18.18%) Mathematics
5 2 (18.18%) Physics
5 2 (18.18%) Oracle BI EE
5 2 (18.18%) Spotfire
5 2 (18.18%) Oracle APEX
5 2 (18.18%) R
5 2 (18.18%) Machine Learning
5 2 (18.18%) Analytics
5 2 (18.18%) Apache Spark
5 2 (18.18%) VBA

Data Modelling
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 2 (18.18%) Apache Spark
Applications
1 2 (18.18%) Microsoft Excel
Business Applications
1 6 (54.55%) SAP R/3
Cloud Services
1 1 (9.09%) Amazon AWS
1 1 (9.09%) Microsoft Azure
1 1 (9.09%) PaaS
Database & Business Intelligence
1 8 (72.73%) BusinessObjects
2 7 (63.64%) Relational Database
3 6 (54.55%) Data Warehouse
3 6 (54.55%) SAP BW
3 6 (54.55%) SQL Server
4 2 (18.18%) Lumira
4 2 (18.18%) Oracle BI EE
4 2 (18.18%) Spotfire
5 1 (9.09%) Data Mining
Development Applications
1 2 (18.18%) Oracle APEX
General
1 2 (18.18%) Pharmaceutical
2 1 (9.09%) Finance
Job Titles
1 7 (63.64%) Analyst
2 6 (54.55%) Business Intelligence Analyst
3 2 (18.18%) Data Scientist
4 1 (9.09%) .NET Developer
4 1 (9.09%) Azure Developer
4 1 (9.09%) Data Analyst
4 1 (9.09%) Data Manager
4 1 (9.09%) Developer
4 1 (9.09%) Master Data Manager
Libraries, Frameworks & Software Standards
1 2 (18.18%) XML
2 1 (9.09%) .NET
2 1 (9.09%) Apache Cordova
2 1 (9.09%) JSON
2 1 (9.09%) JSON Schema
2 1 (9.09%) Web Services
Miscellaneous
1 7 (63.64%) Analytical Skills
2 1 (9.09%) Computer Science
2 1 (9.09%) Virtual Team
Operating Systems
1 2 (18.18%) Unix
Processes & Methodologies
1 8 (72.73%) Business Intelligence
1 8 (72.73%) Data Management
1 8 (72.73%) ETL
2 6 (54.55%) Data Architecture
2 6 (54.55%) Data Integration
2 6 (54.55%) Dimensional Modelling
2 6 (54.55%) Post-Production
2 6 (54.55%) Workflow
3 3 (27.27%) Software Engineering
4 2 (18.18%) Agile Software Development
4 2 (18.18%) Analytics
4 2 (18.18%) Machine Learning
4 2 (18.18%) Mathematics
4 2 (18.18%) Physics
4 2 (18.18%) Statistics
5 1 (9.09%) Data Strategy
5 1 (9.09%) Logical Data Model
5 1 (9.09%) Microservices
5 1 (9.09%) Mobile Development
5 1 (9.09%) SDLC
Programming Languages
1 8 (72.73%) SQL
2 2 (18.18%) JavaScript
2 2 (18.18%) PL/SQL
2 2 (18.18%) Python
2 2 (18.18%) R
2 2 (18.18%) VBA
3 1 (9.09%) C#
3 1 (9.09%) PowerShell
Qualifications
1 1 (9.09%) Computer Science Degree
1 1 (9.09%) Degree
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
System Software
1 1 (9.09%) Docker
Vendors
1 8 (72.73%) Oracle
2 6 (54.55%) SAP
3 2 (18.18%) Salesforce.com
4 1 (9.09%) Microsoft
4 1 (9.09%) Xamarin
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £35k - 45k per year + Top Benefits Package
Posted: Yesterday