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 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 85 100 111
Rank change year-on-year
+15 +11
Permanent jobs citing Data Modelling 16 8 14
As % of all permanent IT jobs located in Cambridge 1.37% 0.57% 0.79%
As % of the Processes & Methodologies category 1.62% 0.66% 0.92%
Number of salaries quoted 4 4 13
Median salary £51,000 £53,750 £45,000
Median salary % change year-on-year
-5.11% +19.44%
90% offered a salary of more than £48,550 £52,500 £33,200
10% offered a salary of more than £55,550 £56,750 £48,100
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +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
988 1213 1517
As % of all permanent IT jobs located in Cambridge 84.88% 86.70% 85.27%
Number of salaries quoted 816 1016 1207
Median salary £47,500 £44,500 £41,500
Median salary % change year-on-year
+6.74% +7.22%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £65,000 £57,500 £57,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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
Top 30 Related IT Skills in Cambridge

For the 6 months to 30 July 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 18 (58.06%) C#
1 18 (58.06%) JavaScript
1 18 (58.06%) SQL
1 18 (58.06%) Oracle
1 18 (58.06%) CSS
2 12 (38.71%) PHP
2 12 (38.71%) ITIL
2 12 (38.71%) OO
2 12 (38.71%) CRM
2 12 (38.71%) Team Foundation Server
3 9 (29.03%) Analytics
3 9 (29.03%) SAP
4 8 (25.81%) Business Intelligence
4 8 (25.81%) Agile Software Development
5 7 (22.58%) Finance
5 7 (22.58%) Web Services
5 7 (22.58%) DevOps
6 6 (19.35%) Line Management
6 6 (19.35%) HTML5 Boilerplate
6 6 (19.35%) User Stories
6 6 (19.35%) Enterprise Software
6 6 (19.35%) REST
6 6 (19.35%) High Availability
6 6 (19.35%) CSS3
6 6 (19.35%) Entity Framework
6 6 (19.35%) Razor View Engine
6 6 (19.35%) HTML5
6 6 (19.35%) QA
6 6 (19.35%) jQuery
6 6 (19.35%) Unit Testing

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 (3.23%) SAS
Applications
1 1 (3.23%) SPSS
Business Applications
1 3 (9.68%) SAP FI
2 1 (3.23%) Cognos TM1
2 1 (3.23%) SAP MDM
Cloud Services
1 1 (3.23%) Amazon AWS
Communications & Networking
1 2 (6.45%) LDAP
Database & Business Intelligence
1 5 (16.13%) Data Warehouse
2 4 (12.90%) BusinessObjects
2 4 (12.90%) Spotfire
3 3 (9.68%) Enterprise Data Warehouse
3 3 (9.68%) NoSQL
4 2 (6.45%) Big Data
4 2 (6.45%) Relational Database
5 1 (3.23%) MySQL
5 1 (3.23%) OLAP
5 1 (3.23%) OLAP Cube
5 1 (3.23%) Oracle BI EE
5 1 (3.23%) Oracle Database
5 1 (3.23%) Oracle Exadata
5 1 (3.23%) PowerCenter
Development Applications
1 12 (38.71%) Team Foundation Server
2 6 (19.35%) Selenium
3 4 (12.90%) ERwin
4 1 (3.23%) Oracle APEX
4 1 (3.23%) Talend Open Studio
General
1 7 (22.58%) Finance
2 3 (9.68%) Pharmaceutical
3 1 (3.23%) Publishing
Job Titles
1 18 (58.06%) Developer
2 12 (38.71%) Cloud Developer
2 12 (38.71%) CRM Developer
2 12 (38.71%) Oracle Developer
3 6 (19.35%) Architect
3 6 (19.35%) Senior Developer
3 6 (19.35%) Senior Software Developer
3 6 (19.35%) Software Developer
4 3 (9.68%) Data Architect
4 3 (9.68%) Data Modeller
5 2 (6.45%) Administrator
5 2 (6.45%) Data Administrator
5 2 (6.45%) Information Architect
5 2 (6.45%) Master Data Administrator
5 2 (6.45%) Software Engineer
5 2 (6.45%) Systems Engineer
5 2 (6.45%) Unix Engineer
5 2 (6.45%) Unix Systems Engineer
6 1 (3.23%) Business Architect
6 1 (3.23%) MIS Architect
Libraries, Frameworks & Software Standards
1 18 (58.06%) CSS
2 7 (22.58%) Web Services
3 6 (19.35%) .NET Framework
3 6 (19.35%) Ajax
3 6 (19.35%) ASP.NET Web API
3 6 (19.35%) CSS3
3 6 (19.35%) Entity Framework
3 6 (19.35%) HTML
3 6 (19.35%) HTML5
3 6 (19.35%) HTML5 Boilerplate
3 6 (19.35%) jQuery
3 6 (19.35%) JSON
3 6 (19.35%) Lambda Expressions
3 6 (19.35%) LINQ
3 6 (19.35%) OAuth
3 6 (19.35%) Razor View Engine
3 6 (19.35%) REST
3 6 (19.35%) WCF
3 6 (19.35%) XML
3 6 (19.35%) XSLT
Miscellaneous
1 6 (19.35%) Enterprise Software
2 5 (16.13%) Data Structures
3 4 (12.90%) Data Integration
3 4 (12.90%) Visualisation
4 3 (9.68%) Virtual Team
5 2 (6.45%) Analytical Skills
5 2 (6.45%) Biology
5 2 (6.45%) Computer Science
5 2 (6.45%) Data Centre
5 2 (6.45%) Management Information System
6 1 (3.23%) Taxonomies
Operating Systems
1 2 (6.45%) Linux
1 2 (6.45%) Red Hat Enterprise Linux
1 2 (6.45%) Unix
Processes & Methodologies
1 12 (38.71%) CRM
1 12 (38.71%) ITIL
1 12 (38.71%) OO
2 9 (29.03%) Analytics
3 8 (25.81%) Agile Software Development
3 8 (25.81%) Business Intelligence
4 7 (22.58%) DevOps
5 6 (19.35%) Automated Testing
5 6 (19.35%) Code Coverage
5 6 (19.35%) Continuous Delivery
5 6 (19.35%) Data Protection
5 6 (19.35%) Front End Development
5 6 (19.35%) High Availability
5 6 (19.35%) Line Management
5 6 (19.35%) MVC
5 6 (19.35%) Pair Programming
5 6 (19.35%) SDLC
5 6 (19.35%) TDD
5 6 (19.35%) Unit Testing
5 6 (19.35%) User Stories
Programming Languages
1 18 (58.06%) C#
1 18 (58.06%) JavaScript
1 18 (58.06%) SQL
2 12 (38.71%) PHP
3 6 (19.35%) T-SQL
3 6 (19.35%) VB.NET
4 2 (6.45%) Bash Shell
4 2 (6.45%) C
4 2 (6.45%) Perl
4 2 (6.45%) Python
Qualifications
1 2 (6.45%) Degree
Quality Assurance & Compliance
1 6 (19.35%) QA
2 4 (12.90%) Data Quality
3 2 (6.45%) SLA
4 1 (3.23%) SNOMED CT
Vendors
1 18 (58.06%) Oracle
2 9 (29.03%) SAP
3 4 (12.90%) Informatica
4 2 (6.45%) Cognos
4 2 (6.45%) Red Hat
5 1 (3.23%) IBM
5 1 (3.23%) Talend
Cambridge, Cambridgeshire
Harvey Nash plc
Salary: £50000 - £65000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Cambridge Assessment
Salary: Competitive
Posted: 9 days ago
Cambridge
Montash Associates
Salary: £55000 - £60000 per annum + Benefits
Posted: 16 days ago