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 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Data Modelling
Cambridgeshire / Cambridge
Rank 85 104 100
Rank change year-on-year
+19 -4
Permanent jobs citing Data Modelling 18 4 11
As % of all permanent IT jobs located in Cambridge 1.59% 0.28% 0.69%
As % of the Processes & Methodologies category 1.87% 0.32% 0.81%
Number of salaries quoted 17 4 6
Median salary £55,000 £51,350 £43,250
Median salary % change year-on-year
+7.10% +18.72%
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

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
965 1240 1360
As % of all permanent IT jobs located in Cambridge 85.10% 87.39% 85.11%
Number of salaries quoted 837 988 1055
Median salary £46,000 £45,000 £42,500
Median salary % change year-on-year
+2.22% +5.88%
90% offered a salary of more than £31,684 £32,841 £30,000
10% offered a salary of more than £65,000 £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 17 January 2017.

Data Modelling Salary Histogram in Cambridge

Data Modelling
Top 30 Related IT Skills in Cambridge

For the 6 months to 17 January 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 26 (68.42%) JavaScript
2 25 (65.79%) SQL
3 18 (47.37%) XML
4 16 (42.11%) C#
5 15 (39.47%) Business Intelligence
6 13 (34.21%) ETL
6 13 (34.21%) Oracle
6 13 (34.21%) Python
6 13 (34.21%) Software Engineering
6 13 (34.21%) Analytics
7 12 (31.58%) Degree
7 12 (31.58%) Unix
8 11 (28.95%) BusinessObjects
8 11 (28.95%) Spotfire
8 11 (28.95%) Oracle BI EE
9 10 (26.32%) Oracle APEX
9 10 (26.32%) Statistics
9 10 (26.32%) Mathematics
9 10 (26.32%) Agile Software Development
9 10 (26.32%) CSS
9 10 (26.32%) Web Services
9 10 (26.32%) Lumira
10 9 (23.68%) Front End Development
10 9 (23.68%) ASP.NET Web API
10 9 (23.68%) Twitter Bootstrap
10 9 (23.68%) Sass
10 9 (23.68%) LESS
10 9 (23.68%) AngularJS
10 9 (23.68%) HTML5
10 9 (23.68%) Entity Framework

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 (13.16%) Apache Spark
2 2 (5.26%) Drupal
2 2 (5.26%) WordPress
3 1 (2.63%) SAS
Applications
1 9 (23.68%) Photoshop
2 2 (5.26%) MS Excel
3 1 (2.63%) SPSS
Business Applications
1 6 (15.79%) Dynamics CRM
2 3 (7.89%) Oracle BPM
3 1 (2.63%) SAP CO
3 1 (2.63%) SAP FI
3 1 (2.63%) SAP FI/CO
3 1 (2.63%) SAP MDM
Cloud Services
1 1 (2.63%) Amazon AWS
Communications & Networking
1 2 (5.26%) 3GPP
1 2 (5.26%) ATM
1 2 (5.26%) DHCP
1 2 (5.26%) DNS
1 2 (5.26%) LDAP
1 2 (5.26%) LTE
1 2 (5.26%) Radio Access Network
1 2 (5.26%) RANAP
1 2 (5.26%) RTP
1 2 (5.26%) SIGTRAN
1 2 (5.26%) SS7
1 2 (5.26%) SSH
1 2 (5.26%) UTRAN
Database & Business Intelligence
1 11 (28.95%) BusinessObjects
1 11 (28.95%) Oracle BI EE
1 11 (28.95%) Spotfire
2 10 (26.32%) Lumira
3 7 (18.42%) Data Warehouse
4 3 (7.89%) Big Data
4 3 (7.89%) SAP BW
5 2 (5.26%) Data Lake
5 2 (5.26%) NoSQL
5 2 (5.26%) Power BI
5 2 (5.26%) QlikView
5 2 (5.26%) Relational Database
5 2 (5.26%) SQL Server
5 2 (5.26%) SQL Server 2008
5 2 (5.26%) SQL Server Analysis Services
5 2 (5.26%) SQL Server Integration Services
5 2 (5.26%) SQL Server Reporting Services
6 1 (2.63%) MySQL
6 1 (2.63%) Oracle Exadata
6 1 (2.63%) PowerCenter
Development Applications
1 10 (26.32%) Oracle APEX
2 5 (13.16%) Selenium
3 1 (2.63%) ERwin
3 1 (2.63%) Talend Open Studio
3 1 (2.63%) Team Foundation Server
General
1 7 (18.42%) Finance
1 7 (18.42%) Pharmaceutical
2 3 (7.89%) Marketing
3 1 (2.63%) Telecoms
Job Titles
1 16 (42.11%) Developer
2 9 (23.68%) Front End Developer (Client-Side Developer)
2 9 (23.68%) Senior Developer
2 9 (23.68%) Senior Front-End Developer
3 7 (18.42%) Angular Developer
3 7 (18.42%) CRM Developer
3 7 (18.42%) Data Scientist
3 7 (18.42%) HTML CSS Developer
3 7 (18.42%) HTML Developer
4 5 (13.16%) Analyst
4 5 (13.16%) Architect
4 5 (13.16%) Business Intelligence Analyst
5 2 (5.26%) Data Architect
5 2 (5.26%) Product Owner
5 2 (5.26%) Python Software Engineer
5 2 (5.26%) Software Engineer
5 2 (5.26%) Systems Architect
5 2 (5.26%) Systems Engineer
5 2 (5.26%) Unix Engineer
5 2 (5.26%) Unix Systems Engineer
Libraries, Frameworks & Software Standards
1 18 (47.37%) XML
2 10 (26.32%) CSS
2 10 (26.32%) Web Services
3 9 (23.68%) .NET
3 9 (23.68%) .NET Framework
3 9 (23.68%) ASP.NET Web API
3 9 (23.68%) CSS3
3 9 (23.68%) Entity Framework
3 9 (23.68%) HTML
3 9 (23.68%) HTML5
3 9 (23.68%) jQuery
3 9 (23.68%) JSON
3 9 (23.68%) LESS
3 9 (23.68%) LINQ
3 9 (23.68%) Razor View Engine
3 9 (23.68%) REST
3 9 (23.68%) Sass
3 9 (23.68%) Twitter Bootstrap
3 9 (23.68%) WCF
3 9 (23.68%) XSLT
Miscellaneous
1 10 (26.32%) Mathematics
1 10 (26.32%) Statistics
2 7 (18.42%) Mobile App
3 6 (15.79%) Analytical Skills
4 4 (10.53%) Algorithms
4 4 (10.53%) Enterprise Software
4 4 (10.53%) Physics
5 3 (7.89%) Biology
5 3 (7.89%) Computer Science
5 3 (7.89%) Data Centre
5 3 (7.89%) Visualisation
6 2 (5.26%) Data Integration
6 2 (5.26%) Data Structures
6 2 (5.26%) Management Information System
6 2 (5.26%) Virtual Team
7 1 (2.63%) Chemistry
7 1 (2.63%) Taxonomies
Operating Systems
1 12 (31.58%) Unix
2 3 (7.89%) Linux
3 2 (5.26%) Red Hat Enterprise Linux
3 2 (5.26%) Windows
Processes & Methodologies
1 15 (39.47%) Business Intelligence
2 13 (34.21%) Analytics
2 13 (34.21%) ETL
2 13 (34.21%) Software Engineering
3 10 (26.32%) Agile Software Development
4 9 (23.68%) Front End Development
4 9 (23.68%) MVC
4 9 (23.68%) OO
5 7 (18.42%) Business Analysis
5 7 (18.42%) CRM
5 7 (18.42%) Data Analytics
5 7 (18.42%) Web Development
6 6 (15.79%) Machine Learning
7 5 (13.16%) Data Analysis
8 4 (10.53%) User Stories
9 3 (7.89%) Bioinformatics
9 3 (7.89%) Business Analytics
9 3 (7.89%) Data Management
9 3 (7.89%) Data Visualisation
9 3 (7.89%) Master Data Management
Programming Languages
1 26 (68.42%) JavaScript
2 25 (65.79%) SQL
3 16 (42.11%) C#
4 13 (34.21%) Python
5 9 (23.68%) PL/SQL
5 9 (23.68%) VB.NET
5 9 (23.68%) VBA
6 8 (21.05%) R
7 3 (7.89%) Bash Shell
7 3 (7.89%) C
7 3 (7.89%) Perl
8 2 (5.26%) T-SQL
9 1 (2.63%) C++
9 1 (2.63%) Java
9 1 (2.63%) PHP
9 1 (2.63%) Shell Script
9 1 (2.63%) tcsh
Qualifications
1 12 (31.58%) Degree
2 1 (2.63%) PhD
Quality Assurance & Compliance
1 9 (23.68%) QA
2 3 (7.89%) Data Quality
3 1 (2.63%) SNOMED CT
Vendors
1 13 (34.21%) Oracle
2 6 (15.79%) SAP
3 4 (10.53%) Cognos
4 3 (7.89%) Hyperion
4 3 (7.89%) Tableau
5 2 (5.26%) Microsoft
5 2 (5.26%) Red Hat
6 1 (2.63%) IBM
6 1 (2.63%) Informatica
6 1 (2.63%) Pegasus
6 1 (2.63%) Talend
Cambridge, Cambridgeshire
Hiring People
Salary: £28k - 38k per year + Benefits
Posted: 10 hours ago