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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Modelling
Cambridgeshire / Cambridge
Rank 100 109 104
Rank change year-on-year +9 -5  
Permanent jobs citing Data Modelling 3 9 7
As % of all permanent IT jobs advertised in Cambridge 0.25% 0.61% 0.48%
As % of the Processes & Methodologies category 0.27% 0.67% 0.58%
Number of salaries quoted 3 6 2
Median salary £62,500 £58,750 £35,000
Median salary % change year-on-year +6.38% +67.85%  
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

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 1100 1339 1210
As % of all permanent IT job vacancies advertised in Cambridge 91.51% 90.29% 83.74%
Number of salaries quoted 821 1023 993
Median salary £45,500 £44,500 £45,000
Median salary % change year-on-year +2.24% -1.11%  
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £70,000 £57,500 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 26 March 2017.

Salary histogram for Data Modelling in Cambridge

Data Modelling
Top 30 Related IT Skills in Cambridge

For the 6 months to 26 March 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 21 (77.78%) JavaScript
1 21 (77.78%) SQL
2 18 (66.67%) XML
3 13 (48.15%) ETL
3 13 (48.15%) Business Intelligence
4 11 (40.74%) BusinessObjects
4 11 (40.74%) Python
4 11 (40.74%) C#
4 11 (40.74%) Software Engineering
5 10 (37.04%) Statistics
5 10 (37.04%) Mathematics
5 10 (37.04%) Spotfire
5 10 (37.04%) Oracle BI EE
5 10 (37.04%) Oracle
5 10 (37.04%) Unix
5 10 (37.04%) Analytics
5 10 (37.04%) Lumira
6 9 (33.33%) ASP.NET Web API
6 9 (33.33%) Front End Development
6 9 (33.33%) Twitter Bootstrap
6 9 (33.33%) Razor View Engine
6 9 (33.33%) Sass
6 9 (33.33%) LESS
6 9 (33.33%) AngularJS
6 9 (33.33%) XSLT
6 9 (33.33%) CSS
6 9 (33.33%) Web Services
6 9 (33.33%) Photoshop
6 9 (33.33%) VB.NET
6 9 (33.33%) VBA

Data Modelling
Top Related 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 5 (18.52%) Apache Spark
2 2 (7.41%) Drupal
2 2 (7.41%) WordPress
Applications
1 9 (33.33%) Photoshop
2 2 (7.41%) MS Excel
Business Applications
1 3 (11.11%) Oracle BPM
2 2 (7.41%) Dynamics CRM
3 1 (3.70%) SAP CO
3 1 (3.70%) SAP FI
3 1 (3.70%) SAP FI/CO
3 1 (3.70%) SAP R/3
Communications & Networking
1 2 (7.41%) 3GPP
1 2 (7.41%) ATM
1 2 (7.41%) DHCP
1 2 (7.41%) DNS
1 2 (7.41%) LTE
1 2 (7.41%) Radio Access Network
1 2 (7.41%) RANAP
1 2 (7.41%) RTP
1 2 (7.41%) SIGTRAN
1 2 (7.41%) SS7
1 2 (7.41%) SSH
1 2 (7.41%) UTRAN
Database & Business Intelligence
1 11 (40.74%) BusinessObjects
2 10 (37.04%) Lumira
2 10 (37.04%) Oracle BI EE
2 10 (37.04%) Spotfire
3 6 (22.22%) Data Warehouse
4 4 (14.81%) SAP BW
5 3 (11.11%) SQL Server
6 2 (7.41%) Data Lake
6 2 (7.41%) Power BI
6 2 (7.41%) QlikView
6 2 (7.41%) SQL Server 2008
6 2 (7.41%) SQL Server Analysis Services
6 2 (7.41%) SQL Server Integration Services
6 2 (7.41%) SQL Server Reporting Services
7 1 (3.70%) Big Data
7 1 (3.70%) Relational Database
Development Applications
1 9 (33.33%) Oracle APEX
2 5 (18.52%) Selenium
General
1 7 (25.93%) Pharmaceutical
2 5 (18.52%) Finance
3 1 (3.70%) Marketing
3 1 (3.70%) Telecoms
Job Titles
1 11 (40.74%) Developer
2 9 (33.33%) Front End Developer (Client-Side Developer)
2 9 (33.33%) Senior Developer
2 9 (33.33%) Senior Front-End Developer
3 7 (25.93%) Angular Developer
3 7 (25.93%) Data Scientist
3 7 (25.93%) HTML CSS Developer
3 7 (25.93%) HTML Developer
4 6 (22.22%) Analyst
4 6 (22.22%) Business Intelligence Analyst
5 2 (7.41%) Architect
5 2 (7.41%) CRM Developer
5 2 (7.41%) Systems Architect
6 1 (3.70%) Core Network Architect
6 1 (3.70%) Data Analyst
6 1 (3.70%) Financial Analyst
6 1 (3.70%) Network Architect
6 1 (3.70%) Principal Architect
6 1 (3.70%) Report Analyst
6 1 (3.70%) Telecoms Architect
Libraries, Frameworks & Software Standards
1 18 (66.67%) XML
2 9 (33.33%) .NET
2 9 (33.33%) .NET Framework
2 9 (33.33%) AngularJS
2 9 (33.33%) CSS
2 9 (33.33%) CSS3
2 9 (33.33%) Entity Framework
2 9 (33.33%) HTML
2 9 (33.33%) HTML5
2 9 (33.33%) jQuery
2 9 (33.33%) JSON
2 9 (33.33%) LESS
2 9 (33.33%) LINQ
2 9 (33.33%) Razor View Engine
2 9 (33.33%) REST
2 9 (33.33%) Sass
2 9 (33.33%) Twitter Bootstrap
2 9 (33.33%) WCF
2 9 (33.33%) Web Services
2 9 (33.33%) XSLT
Miscellaneous
1 7 (25.93%) Analytical Skills
1 7 (25.93%) Mobile App
2 4 (14.81%) Algorithms
3 2 (7.41%) Enterprise Software
4 1 (3.70%) Computer Science
4 1 (3.70%) Data Centre
Operating Systems
1 10 (37.04%) Unix
2 2 (7.41%) Windows
3 1 (3.70%) Linux
Processes & Methodologies
1 13 (48.15%) Business Intelligence
1 13 (48.15%) ETL
2 11 (40.74%) Software Engineering
3 10 (37.04%) Analytics
3 10 (37.04%) Mathematics
3 10 (37.04%) Statistics
4 9 (33.33%) Front End Development
4 9 (33.33%) MVC
5 8 (29.63%) Agile Software Development
6 7 (25.93%) Web Development
7 6 (22.22%) Business Analysis
7 6 (22.22%) Machine Learning
8 5 (18.52%) Data Analytics
9 4 (14.81%) OO
9 4 (14.81%) Physics
10 3 (11.11%) Business Analytics
10 3 (11.11%) Data Analysis
10 3 (11.11%) Dimensional Modelling
10 3 (11.11%) Project Management
11 2 (7.41%) Unit Testing
Programming Languages
1 21 (77.78%) JavaScript
1 21 (77.78%) SQL
2 11 (40.74%) C#
2 11 (40.74%) Python
3 9 (33.33%) PL/SQL
3 9 (33.33%) VB.NET
3 9 (33.33%) VBA
4 8 (29.63%) R
5 2 (7.41%) T-SQL
6 1 (3.70%) Bash Shell
6 1 (3.70%) C
6 1 (3.70%) C++
6 1 (3.70%) Java
6 1 (3.70%) Perl
6 1 (3.70%) Shell Script
6 1 (3.70%) tcsh
Qualifications
1 8 (29.63%) Degree
2 1 (3.70%) PhD
Quality Assurance & Compliance
1 9 (33.33%) QA
Vendors
1 10 (37.04%) Oracle
2 5 (18.52%) SAP
3 3 (11.11%) Cognos
3 3 (11.11%) Hyperion
3 3 (11.11%) Tableau
4 2 (7.41%) Microsoft
Cambridge
Edward Carter Solutions
Salary: £41000 per annum + Bonus and excellent benefits
Posted: 10 days ago