The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Cambridge region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 19 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Data Modeling
Rank 92 66 96
Rank change year-on-year
-26 +30
Permanent jobs citing Data Modelling 22 44 27
As % of all permanent IT jobs located in Cambridge 1.25% 3.02% 1.42%
As % of the Processes & Methodologies category 1.48% 3.76% 1.93%
Number of salaries quoted 16 32 21
Average salary £43,250 £52,500 £40,000
Average salary % change year-on-year
-17.61% +31.25%
UK excluding London average salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +5.55%
Data Modelling
Cambridgeshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Cambridge region.

Processes & Methodologies Category
Cambridge
Permanent IT job ads with a match in the
Processes & Methodologies category
1483 1170 1397
As % of all permanent IT jobs located in Cambridge 84.26% 80.36% 73.60%
Number of salaries quoted 1144 919 1142
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £60,000 £57,500 £65,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Modelling
Jobs Demand Trend in Cambridge

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Cambridge region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend 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 across the Cambridge region.

Data Modelling Salary Trend in Cambridge

Data Modelling
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Data Modelling across the Cambridge region over the 3 months to 19 December 2014.

Data Modelling Salary Histogram in Cambridge

Data Modelling
Top 30 Related IT Skills in Cambridge

For the 6 months to 19 December 2014, IT jobs across the Cambridge region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 24 (68.57%) SQL
2 17 (48.57%) Business Intelligence
3 16 (45.71%) Degree
4 10 (28.57%) Analytical Skills
4 10 (28.57%) Finance
4 10 (28.57%) Publishing
4 10 (28.57%) Oracle
4 10 (28.57%) SAP
5 8 (22.86%) SQL Server
5 8 (22.86%) SQL Server Integration Services
5 8 (22.86%) Marketing
5 8 (22.86%) PL/SQL
5 8 (22.86%) JavaScript
6 7 (20.00%) Analytics
6 7 (20.00%) .NET
6 7 (20.00%) XML
6 7 (20.00%) QlikView
6 7 (20.00%) SQL Server Reporting Services
6 7 (20.00%) Project Management
6 7 (20.00%) ETL
7 6 (17.14%) ITIL
7 6 (17.14%) Spotfire
7 6 (17.14%) Microsoft
7 6 (17.14%) C#
7 6 (17.14%) Management Information System
8 5 (14.29%) Requirements Engineering
8 5 (14.29%) VBA
8 5 (14.29%) Cognos
8 5 (14.29%) MS Excel
8 5 (14.29%) SAP BI

Data Modelling
Top Related IT Skills in Cambridge by Category

For the 6 months to 19 December 2014, IT jobs across the Cambridge region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 4 (11.43%) SharePoint
2 2 (5.71%) WebSphere
3 1 (2.86%) OpenStack
3 1 (2.86%) BizTalk Server
3 1 (2.86%) WebLogic
Applications
1 5 (14.29%) MS Excel
Business Applications
1 3 (8.57%) SAP ERP
2 1 (2.86%) Dynamics CRM
Cloud Services
1 1 (2.86%) Amazon EC2
1 1 (2.86%) Rackspace Cloud
1 1 (2.86%) Google Cloud Platform
Database & Business Intelligence
1 8 (22.86%) SQL Server
1 8 (22.86%) SQL Server Integration Services
2 7 (20.00%) SQL Server Reporting Services
2 7 (20.00%) QlikView
3 6 (17.14%) Spotfire
4 5 (14.29%) SAP BI
4 5 (14.29%) FileMaker
5 4 (11.43%) SQL Server Analysis Services
6 3 (8.57%) MongoDB
6 3 (8.57%) Relational Database
7 2 (5.71%) Data Warehouse
8 1 (2.86%) Data Mining
8 1 (2.86%) OLTP
8 1 (2.86%) RDBMS
8 1 (2.86%) Microsoft Analysis Services
8 1 (2.86%) OLAP
8 1 (2.86%) SQL Server 2008
8 1 (2.86%) Hadoop
8 1 (2.86%) SQL Server 2005
8 1 (2.86%) Big Data
Development Applications
1 3 (8.57%) Visual Studio
1 3 (8.57%) Oracle APEX
2 1 (2.86%) Git (software)
2 1 (2.86%) Subversion
General
1 10 (28.57%) Finance
1 10 (28.57%) Publishing
2 8 (22.86%) Marketing
3 4 (11.43%) Pharmaceutical
4 1 (2.86%) Banking
Job Titles
1 21 (60.00%) Analyst
2 11 (31.43%) Business Analyst
3 8 (22.86%) Developer
4 5 (14.29%) Senior Business Analyst
4 5 (14.29%) Senior Analyst
4 5 (14.29%) Business Intelligence Analyst
5 3 (8.57%) Data Visualisation Specialist
5 3 (8.57%) Data Analyst
5 3 (8.57%) Lead Developer
6 2 (5.71%) Junior
6 2 (5.71%) Applications Specialist
6 2 (5.71%) Junior Developer
7 1 (2.86%) SQL Server Developer
7 1 (2.86%) SAP Business Analyst
7 1 (2.86%) Designer
7 1 (2.86%) Big Data Developer
7 1 (2.86%) SQL Server BI Developer
7 1 (2.86%) Data Business Analyst
7 1 (2.86%) Business Intelligence Developer
7 1 (2.86%) Java Web Developer
Libraries, Frameworks & Software Standards
1 7 (20.00%) .NET
1 7 (20.00%) XML
2 4 (11.43%) HTML
3 3 (8.57%) Web Services
4 1 (2.86%) Middleware
4 1 (2.86%) LAMP
4 1 (2.86%) jQuery
4 1 (2.86%) J2EE
4 1 (2.86%) ASP.NET
4 1 (2.86%) CSS
Miscellaneous
1 10 (28.57%) Analytical Skills
2 6 (17.14%) Management Information System
3 4 (11.43%) Statistics
3 4 (11.43%) Ontologies
3 4 (11.43%) Informatics
4 3 (8.57%) Computer Science
4 3 (8.57%) Visualisation
4 3 (8.57%) User Experience
5 1 (2.86%) Client/Server
5 1 (2.86%) Clustering
5 1 (2.86%) Open Source
5 1 (2.86%) Social Media
Operating Systems
1 4 (11.43%) UNIX
2 1 (2.86%) Linux
Processes & Methodologies
1 17 (48.57%) Business Intelligence
2 7 (20.00%) Project Management
2 7 (20.00%) ETL
2 7 (20.00%) Analytics
3 6 (17.14%) ITIL
4 5 (14.29%) PRINCE2
4 5 (14.29%) Agile Software Development
4 5 (14.29%) Information Management
4 5 (14.29%) Software Engineering
4 5 (14.29%) Enterprise Architecture
4 5 (14.29%) Time Management
4 5 (14.29%) Requirements Engineering
5 4 (11.43%) Master Data Management
5 4 (11.43%) Coaching
5 4 (11.43%) Data Management
5 4 (11.43%) Configuration Management
5 4 (11.43%) E-Commerce
5 4 (11.43%) ERP
6 3 (8.57%) UML
6 3 (8.57%) DSDM
Programming Languages
1 24 (68.57%) SQL
2 8 (22.86%) PL/SQL
2 8 (22.86%) JavaScript
3 6 (17.14%) C#
4 5 (14.29%) VBA
5 4 (11.43%) Python
5 4 (11.43%) T-SQL
5 4 (11.43%) VB.NET
6 3 (8.57%) Java
7 1 (2.86%) C++
7 1 (2.86%) Perl
7 1 (2.86%) PHP
Qualifications
1 16 (45.71%) Degree
2 2 (5.71%) ISEB
3 1 (2.86%) PhD
System Software
1 1 (2.86%) Active Directory
1 1 (2.86%) VMware Infrastructure
1 1 (2.86%) XenServer
1 1 (2.86%) vSphere
1 1 (2.86%) HDFS
Vendors
1 10 (28.57%) Oracle
1 10 (28.57%) SAP
2 6 (17.14%) Microsoft
3 5 (14.29%) Cognos
4 3 (8.57%) Business Objects
5 1 (2.86%) IBM
5 1 (2.86%) Sybase
5 1 (2.86%) Citrix
5 1 (2.86%) Salesforce.com
5 1 (2.86%) VMware
5 1 (2.86%) Google
5 1 (2.86%) Tableau
5 1 (2.86%) Rackspace
5 1 (2.86%) Marketo