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 salaries offered in IT jobs that have cited Data Modelling over the 3 months to 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Data Modelling
Rank 82 108 103
Rank change year-on-year
+26 -5
Permanent jobs citing Data Modelling 18 2 17
As % of all permanent IT jobs located in Cambridge 1.54% 0.14% 0.95%
As % of the Processes & Methodologies category 1.81% 0.16% 1.12%
Number of salaries quoted 8 0 17
Median salary £40,000 - £45,000
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
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
994 1249 1519
As % of all permanent IT jobs located in Cambridge 85.03% 85.78% 84.81%
Number of salaries quoted 813 1106 1160
Median salary £47,500 £45,000 £42,000
Median salary % change year-on-year
+5.55% +7.14%
90% offered a salary of more than £31,500 £32,500 £30,000
10% offered a salary of more than £75,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Cambridge

The demand trend of job ads across the Cambridge region citing Data Modelling as a proportion of all IT jobs with a match in 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 1 October 2016.

Data Modelling Salary Histogram in Cambridge

Data Modelling
Top 30 Related IT Skills in Cambridge

For the 6 months to 1 October 2016, 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 20 (57.14%) C#
1 20 (57.14%) JavaScript
1 20 (57.14%) SQL
2 17 (48.57%) CRM
2 17 (48.57%) Oracle
2 17 (48.57%) OO
3 15 (42.86%) CSS
4 12 (34.29%) PHP
4 12 (34.29%) ITIL
4 12 (34.29%) Team Foundation Server
5 8 (22.86%) Business Intelligence
6 7 (20.00%) Data Warehouse
6 7 (20.00%) Analytics
7 6 (17.14%) Master Data Management
7 6 (17.14%) Data Visualisation
7 6 (17.14%) Data Quality
7 6 (17.14%) Visualisation
7 6 (17.14%) Data Management
7 6 (17.14%) Data Analysis
7 6 (17.14%) Degree
7 6 (17.14%) Data Integration
7 6 (17.14%) Agile Software Development
7 6 (17.14%) SAP
7 6 (17.14%) Data Structures
8 5 (14.29%) SDLC
8 5 (14.29%) Virtual Team
8 5 (14.29%) Stakeholder Management
8 5 (14.29%) Data Security
8 5 (14.29%) Finance
8 5 (14.29%) SOA

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 1 (2.86%) SAS
Applications
1 1 (2.86%) MS Excel
1 1 (2.86%) SPSS
Business Applications
1 5 (14.29%) Dynamics CRM
2 1 (2.86%) Cognos TM1
2 1 (2.86%) SAP MDM
Cloud Services
1 1 (2.86%) Amazon AWS
Communications & Networking
1 4 (11.43%) LDAP
Database & Business Intelligence
1 7 (20.00%) Data Warehouse
2 5 (14.29%) NoSQL
3 4 (11.43%) Big Data
3 4 (11.43%) Enterprise Data Warehouse
3 4 (11.43%) Relational Database
4 1 (2.86%) BusinessObjects
4 1 (2.86%) MySQL
4 1 (2.86%) OLAP
4 1 (2.86%) OLAP Cube
4 1 (2.86%) Oracle BI EE
4 1 (2.86%) Oracle Database
4 1 (2.86%) Oracle Exadata
4 1 (2.86%) Power BI
4 1 (2.86%) PowerCenter
4 1 (2.86%) QlikView
4 1 (2.86%) Spotfire
4 1 (2.86%) SQL Server
4 1 (2.86%) SQL Server Analysis Services
4 1 (2.86%) SQL Server Integration Services
4 1 (2.86%) SQL Server Reporting Services
Development Applications
1 12 (34.29%) Team Foundation Server
2 3 (8.57%) Selenium
3 1 (2.86%) ERwin
3 1 (2.86%) Oracle APEX
3 1 (2.86%) Talend Open Studio
General
1 5 (14.29%) Finance
2 2 (5.71%) Marketing
Job Titles
1 20 (57.14%) Developer
2 17 (48.57%) CRM Developer
3 12 (34.29%) Cloud Developer
3 12 (34.29%) Oracle Developer
4 7 (20.00%) Architect
5 5 (14.29%) Data Architect
6 4 (11.43%) Software Engineer
6 4 (11.43%) Systems Engineer
6 4 (11.43%) Unix Engineer
6 4 (11.43%) Unix Systems Engineer
7 3 (8.57%) Senior Developer
7 3 (8.57%) Senior Software Developer
7 3 (8.57%) Software Developer
8 2 (5.71%) Product Owner
8 2 (5.71%) Python Software Engineer
9 1 (2.86%) Administrator
9 1 (2.86%) Business Architect
9 1 (2.86%) Master Data Administrator
9 1 (2.86%) MIS Architect
9 1 (2.86%) Senior Product Owner
Libraries, Frameworks & Software Standards
1 15 (42.86%) CSS
2 4 (11.43%) Web Services
3 3 (8.57%) .NET Framework
3 3 (8.57%) Ajax
3 3 (8.57%) ASP.NET Web API
3 3 (8.57%) CSS3
3 3 (8.57%) Entity Framework
3 3 (8.57%) HTML
3 3 (8.57%) HTML5
3 3 (8.57%) HTML5 Boilerplate
3 3 (8.57%) jQuery
3 3 (8.57%) JSON
3 3 (8.57%) Lambda Expressions
3 3 (8.57%) LINQ
3 3 (8.57%) OAuth
3 3 (8.57%) Razor View Engine
3 3 (8.57%) REST
3 3 (8.57%) WCF
3 3 (8.57%) XML
3 3 (8.57%) XSLT
Miscellaneous
1 6 (17.14%) Data Integration
1 6 (17.14%) Data Structures
1 6 (17.14%) Visualisation
2 5 (14.29%) Enterprise Software
2 5 (14.29%) Virtual Team
3 4 (11.43%) Biology
3 4 (11.43%) Computer Science
3 4 (11.43%) Data Centre
3 4 (11.43%) Management Information System
4 2 (5.71%) Analytical Skills
5 1 (2.86%) Taxonomies
Operating Systems
1 4 (11.43%) Linux
1 4 (11.43%) Red Hat Enterprise Linux
1 4 (11.43%) Unix
Processes & Methodologies
1 17 (48.57%) CRM
1 17 (48.57%) OO
2 12 (34.29%) ITIL
3 8 (22.86%) Business Intelligence
4 7 (20.00%) Analytics
5 6 (17.14%) Agile Software Development
5 6 (17.14%) Data Analysis
5 6 (17.14%) Data Management
5 6 (17.14%) Data Visualisation
5 6 (17.14%) Master Data Management
6 5 (14.29%) Data Analytics
6 5 (14.29%) Data Architecture
6 5 (14.29%) Data Security
6 5 (14.29%) Metadata Management
6 5 (14.29%) Predictive Analytics
6 5 (14.29%) SDLC
6 5 (14.29%) SOA
6 5 (14.29%) Stakeholder Management
6 5 (14.29%) User Stories
7 4 (11.43%) Migration
Programming Languages
1 20 (57.14%) C#
1 20 (57.14%) JavaScript
1 20 (57.14%) SQL
2 12 (34.29%) PHP
3 4 (11.43%) Bash Shell
3 4 (11.43%) C
3 4 (11.43%) Perl
3 4 (11.43%) Python
4 3 (8.57%) T-SQL
4 3 (8.57%) VB.NET
Qualifications
1 6 (17.14%) Degree
Quality Assurance & Compliance
1 6 (17.14%) Data Quality
2 3 (8.57%) QA
3 1 (2.86%) SLA
3 1 (2.86%) SNOMED CT
Vendors
1 17 (48.57%) Oracle
2 6 (17.14%) SAP
3 4 (11.43%) Red Hat
4 2 (5.71%) Cognos
5 1 (2.86%) IBM
5 1 (2.86%) Informatica
5 1 (2.86%) Microsoft
5 1 (2.86%) Pegasus
5 1 (2.86%) Talend
Cambridge
Montash Limited
Salary: £46000 - £56000 per annum + 17.5% flex - 25% bonus
Posted: 2 days ago
Cambridge, Cambridgeshire
Montash
Salary: £46000 - £56000 per annum + 17.5% flex - 25% bonus
Posted: 2 days ago
Cambridge, Cambridgeshire
DCV Technologies
Salary: From £40,000 to £54,000 per annum Excellent benefits packages - 35 Hou
Posted: Yesterday