The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Cambridgeshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 92 104 112
Rank change year-on-year
+12 +8
Permanent jobs citing Data Modelling 29 23 33
As % of all permanent IT jobs located in Cambridgeshire 1.81% 1.17% 1.32%
As % of the Processes & Methodologies category 2.17% 1.36% 1.54%
Number of salaries quoted 22 19 27
Median salary £55,000 £37,500 £43,000
Median salary % change year-on-year
+46.66% -12.79%
90% offered a salary of more than £40,500 £23,500 £37,104
10% offered a salary of more than £62,500 £51,350 £53,000
UK excluding London median salary £47,500 £48,045 £45,000
% change year-on-year
-1.13% +6.76%
Data Modelling
East of England

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

Processes & Methodologies Category
Cambridgeshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1339 1687 2146
As % of all permanent IT jobs located in Cambridgeshire 83.43% 86.12% 85.81%
Number of salaries quoted 1112 1459 1666
Median salary £46,900 £44,500 £45,000
Median salary % change year-on-year
+5.39% -1.11%
90% offered a salary of more than £31,684 £32,500 £30,000
10% offered a salary of more than £67,500 £60,000 £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 Cambridgeshire

The demand trend of job ads across the Cambridgeshire 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 Cambridgeshire

Data Modelling
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the Cambridgeshire region.

Data Modelling Salary Trend in Cambridgeshire

Data Modelling
Salary Histogram in Cambridgeshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Cambridgeshire region over the 3 months to 8 December 2016.

Data Modelling Salary Histogram in Cambridgeshire

Data Modelling
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Cambridgeshire region over the 3 months to 8 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +26 21 £55,000 +7.10% 4
Peterborough -4 3 £40,000 -15.78%
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 8 December 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 Cambridgeshire region with a requirement for Data Modelling.

1 28 (51.85%) JavaScript
2 26 (48.15%) Business Intelligence
3 23 (42.59%) SQL
4 19 (35.19%) Analytics
5 18 (33.33%) Software Engineering
6 17 (31.48%) Finance
6 17 (31.48%) C#
7 16 (29.63%) Degree
8 15 (27.78%) Oracle
8 15 (27.78%) Python
8 15 (27.78%) ETL
9 14 (25.93%) OO
9 14 (25.93%) XML
10 13 (24.07%) Agile Software Development
10 13 (24.07%) BusinessObjects
10 13 (24.07%) Analytical Skills
11 12 (22.22%) Spotfire
11 12 (22.22%) Data Warehouse
11 12 (22.22%) SQL Server
11 12 (22.22%) SQL Server Integration Services
12 11 (20.37%) VBA
12 11 (20.37%) CSS
12 11 (20.37%) CRM
13 10 (18.52%) Unix
13 10 (18.52%) Marketing
14 9 (16.67%) Data Analysis
15 8 (14.81%) Data Management
15 8 (14.81%) Web Services
15 8 (14.81%) MS Excel
15 8 (14.81%) .NET

Data Modelling
Top Related IT Skills in Cambridgeshire 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 2 (3.70%) Apache Spark
2 1 (1.85%) BizTalk Server
2 1 (1.85%) Drupal
2 1 (1.85%) IIS
2 1 (1.85%) SAS
2 1 (1.85%) SharePoint
2 1 (1.85%) SharePoint 2010
2 1 (1.85%) SharePoint 2013
2 1 (1.85%) Sonic ESB
2 1 (1.85%) WordPress
Applications
1 8 (14.81%) MS Excel
2 6 (11.11%) Photoshop
3 5 (9.26%) MS PowerPoint
4 1 (1.85%) SPSS
Business Applications
1 7 (12.96%) Dynamics CRM
2 3 (5.56%) Oracle BPM
3 1 (1.85%) Dynamics AX
3 1 (1.85%) ResourceLink
3 1 (1.85%) SAP CO
3 1 (1.85%) SAP FI
3 1 (1.85%) SAP FI/CO
3 1 (1.85%) SAP MDM
Cloud Services
1 5 (9.26%) Google Analytics
2 1 (1.85%) Amazon AWS
Communications & Networking
1 4 (7.41%) 3GPP
1 4 (7.41%) ATM
1 4 (7.41%) DHCP
1 4 (7.41%) DNS
1 4 (7.41%) LDAP
1 4 (7.41%) LTE
1 4 (7.41%) Radio Access Network
1 4 (7.41%) RANAP
1 4 (7.41%) RTP
1 4 (7.41%) SIGTRAN
1 4 (7.41%) SS7
1 4 (7.41%) SSH
1 4 (7.41%) UTRAN
Database & Business Intelligence
1 13 (24.07%) BusinessObjects
2 12 (22.22%) Data Warehouse
2 12 (22.22%) Spotfire
2 12 (22.22%) SQL Server
2 12 (22.22%) SQL Server Integration Services
3 8 (14.81%) Oracle BI EE
4 7 (12.96%) Lumira
4 7 (12.96%) SQL Server Analysis Services
4 7 (12.96%) SQL Server Reporting Services
5 6 (11.11%) Enterprise Data Warehouse
6 5 (9.26%) Big Data
6 5 (9.26%) Crystal Reports
7 4 (7.41%) Microsoft Power View
7 4 (7.41%) PowerPivot
7 4 (7.41%) Relational Database
8 3 (5.56%) SAP BW
9 2 (3.70%) Data Lake
9 2 (3.70%) NoSQL
9 2 (3.70%) Power BI
9 2 (3.70%) QlikView
Development Applications
1 7 (12.96%) Oracle APEX
2 5 (9.26%) Selenium
3 4 (7.41%) Team Foundation Server
4 1 (1.85%) ERwin
4 1 (1.85%) Talend Open Studio
General
1 17 (31.48%) Finance
2 10 (18.52%) Marketing
3 4 (7.41%) Pharmaceutical
4 3 (5.56%) Telecoms
Job Titles
1 17 (31.48%) Developer
2 14 (25.93%) Analyst
3 13 (24.07%) Architect
4 10 (18.52%) CRM Developer
5 9 (16.67%) Business Intelligence Analyst
6 7 (12.96%) Data Architect
6 7 (12.96%) Senior Developer
7 6 (11.11%) Front End Developer (Client-Side Developer)
7 6 (11.11%) Senior Front-End Developer
8 5 (9.26%) Angular Developer
8 5 (9.26%) Data Warehouse Architect
8 5 (9.26%) HTML CSS Developer
8 5 (9.26%) HTML Developer
8 5 (9.26%) Web Analyst
9 4 (7.41%) Oracle Developer
9 4 (7.41%) Software Engineer
9 4 (7.41%) Systems Architect
9 4 (7.41%) Systems Engineer
9 4 (7.41%) Unix Engineer
9 4 (7.41%) Unix Systems Engineer
Libraries, Frameworks & Software Standards
1 14 (25.93%) XML
2 11 (20.37%) CSS
3 8 (14.81%) .NET
3 8 (14.81%) Web Services
4 7 (12.96%) .NET Framework
4 7 (12.96%) ASP.NET Web API
4 7 (12.96%) CSS3
4 7 (12.96%) Entity Framework
4 7 (12.96%) HTML
4 7 (12.96%) HTML5
4 7 (12.96%) jQuery
4 7 (12.96%) JSON
4 7 (12.96%) LINQ
4 7 (12.96%) Razor View Engine
4 7 (12.96%) REST
4 7 (12.96%) WCF
4 7 (12.96%) XSLT
5 6 (11.11%) AngularJS
5 6 (11.11%) LESS
5 6 (11.11%) Sass
Miscellaneous
1 13 (24.07%) Analytical Skills
2 8 (14.81%) Algorithms
3 7 (12.96%) Mathematics
3 7 (12.96%) Statistics
4 5 (9.26%) Mobile App
4 5 (9.26%) Social Media
5 4 (7.41%) Biology
5 4 (7.41%) Computer Science
5 4 (7.41%) Data Centre
5 4 (7.41%) Enterprise Software
5 4 (7.41%) Management Information System
6 3 (5.56%) Visualisation
7 2 (3.70%) Data Integration
7 2 (3.70%) Data Structures
7 2 (3.70%) Virtual Team
8 1 (1.85%) Physics
8 1 (1.85%) Taxonomies
Operating Systems
1 10 (18.52%) Unix
2 4 (7.41%) Linux
2 4 (7.41%) Red Hat Enterprise Linux
3 1 (1.85%) Windows
Processes & Methodologies
1 26 (48.15%) Business Intelligence
2 19 (35.19%) Analytics
3 18 (33.33%) Software Engineering
4 15 (27.78%) ETL
5 14 (25.93%) OO
6 13 (24.07%) Agile Software Development
7 11 (20.37%) CRM
8 9 (16.67%) Data Analysis
9 8 (14.81%) Data Management
10 7 (12.96%) Business Analysis
10 7 (12.96%) Data Analytics
10 7 (12.96%) Front End Development
10 7 (12.96%) MVC
10 7 (12.96%) Project Management
11 5 (9.26%) Actionable Insight
11 5 (9.26%) Customer Insight
11 5 (9.26%) Data Governance
11 5 (9.26%) ETL Development
11 5 (9.26%) Multivariate Testing
11 5 (9.26%) Statistical Modelling
Programming Languages
1 28 (51.85%) JavaScript
2 23 (42.59%) SQL
3 17 (31.48%) C#
4 15 (27.78%) Python
5 11 (20.37%) VBA
6 7 (12.96%) VB.NET
7 6 (11.11%) PL/SQL
8 5 (9.26%) R
8 5 (9.26%) VB
9 4 (7.41%) Bash Shell
9 4 (7.41%) C
9 4 (7.41%) Perl
9 4 (7.41%) PHP
9 4 (7.41%) Ruby
10 2 (3.70%) T-SQL
Qualifications
1 16 (29.63%) Degree
Quality Assurance & Compliance
1 8 (14.81%) Data Quality
2 7 (12.96%) QA
3 1 (1.85%) SNOMED CT
Vendors
1 15 (27.78%) Oracle
2 7 (12.96%) Microsoft
2 7 (12.96%) Tableau
3 6 (11.11%) IBM
3 6 (11.11%) SAP
4 5 (9.26%) Facebook
4 5 (9.26%) Google
4 5 (9.26%) Tealeaf
4 5 (9.26%) Twitter
5 4 (7.41%) Cognos
5 4 (7.41%) Red Hat
6 3 (5.56%) Hyperion
7 1 (1.85%) Avaya
7 1 (1.85%) Informatica
7 1 (1.85%) JD Edwards
7 1 (1.85%) Northgate
7 1 (1.85%) Pegasus
7 1 (1.85%) Talend
Cambridge, Cambridgeshire
Verticality Ltd
Salary: to £55k DOE
Posted: Yesterday
Cambridge, Cambridgeshire
Hiring People
Salary: £28k - 38k per year + Benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Cambridge University Press
Salary: From £45,000 to £50,000 per annum + benefits
Posted: 16 days ago
Cambridge
The Wellcome Trust Sanger Institute
Salary: £31115 - £39004 per annum + excellent benefits
Posted: 7 days ago