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 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 99 121 119
Rank change year-on-year
+22 -2
Permanent jobs citing Data Modelling 27 8 22
As % of all permanent IT jobs located in Cambridgeshire 1.58% 0.38% 0.90%
As % of the Processes & Methodologies category 1.88% 0.44% 1.07%
Number of salaries quoted 14 6 22
Median salary £53,000 £35,500 £45,000
Median salary % change year-on-year
+49.29% -21.11%
90% offered a salary of more than £40,000 £34,000 £33,870
10% offered a salary of more than £59,250 £47,500 £60,000
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
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
1439 1815 2049
As % of all permanent IT jobs located in Cambridgeshire 84.00% 85.98% 83.87%
Number of salaries quoted 1170 1600 1599
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £31,500 £31,200 £30,000
10% offered a salary of more than £70,000 £60,000 £65,000
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 1 October 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 1 October 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 18 £40,000 - 3
Peterborough +14 3 - -
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Cambridgeshire

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 Cambridgeshire region with a requirement for Data Modelling.

1 31 (52.54%) Business Intelligence
2 25 (42.37%) SQL
3 24 (40.68%) JavaScript
4 21 (35.59%) SQL Server
4 21 (35.59%) SQL Server Integration Services
5 20 (33.90%) C#
6 19 (32.20%) CRM
6 19 (32.20%) Data Warehouse
6 19 (32.20%) Finance
6 19 (32.20%) Analytics
7 17 (28.81%) OO
7 17 (28.81%) Oracle
8 16 (27.12%) Data Management
9 15 (25.42%) SQL Server Reporting Services
9 15 (25.42%) Data Analysis
9 15 (25.42%) CSS
10 13 (22.03%) ETL
11 12 (20.34%) BusinessObjects
11 12 (20.34%) ITIL
11 12 (20.34%) PHP
11 12 (20.34%) Data Integration
11 12 (20.34%) Team Foundation Server
11 12 (20.34%) Data Quality
12 11 (18.64%) Crystal Reports
12 11 (18.64%) MS Excel
13 10 (16.95%) Microsoft
13 10 (16.95%) Data Architecture
13 10 (16.95%) SQL Server Analysis Services
13 10 (16.95%) Agile Software Development
13 10 (16.95%) Data Governance

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 1 (1.69%) BizTalk Server
1 1 (1.69%) IIS
1 1 (1.69%) SAS
1 1 (1.69%) SharePoint
1 1 (1.69%) SharePoint 2010
1 1 (1.69%) SharePoint 2013
1 1 (1.69%) Sonic ESB
Applications
1 11 (18.64%) MS Excel
2 4 (6.78%) MS PowerPoint
3 1 (1.69%) SPSS
Business Applications
1 6 (10.17%) Dynamics CRM
2 2 (3.39%) Cognos TM1
3 1 (1.69%) Dynamics AX
3 1 (1.69%) ResourceLink
3 1 (1.69%) SAP MDM
Cloud Services
1 4 (6.78%) Google Analytics
2 1 (1.69%) Amazon AWS
Communications & Networking
1 4 (6.78%) LDAP
Database & Business Intelligence
1 21 (35.59%) SQL Server
1 21 (35.59%) SQL Server Integration Services
2 19 (32.20%) Data Warehouse
3 15 (25.42%) SQL Server Reporting Services
4 12 (20.34%) BusinessObjects
5 11 (18.64%) Crystal Reports
6 10 (16.95%) Enterprise Data Warehouse
6 10 (16.95%) SQL Server Analysis Services
7 5 (8.47%) BusinessObjects XI
7 5 (8.47%) Microsoft Power View
7 5 (8.47%) NoSQL
7 5 (8.47%) PowerPivot
7 5 (8.47%) Spotfire
8 4 (6.78%) Big Data
8 4 (6.78%) Relational Database
9 2 (3.39%) Power BI
10 1 (1.69%) OLAP Cube
10 1 (1.69%) Oracle BI EE
10 1 (1.69%) Oracle Database
10 1 (1.69%) Oracle Exadata
Development Applications
1 12 (20.34%) Team Foundation Server
2 3 (5.08%) Selenium
3 1 (1.69%) ERwin
3 1 (1.69%) Oracle APEX
3 1 (1.69%) Talend Open Studio
General
1 19 (32.20%) Finance
2 6 (10.17%) Marketing
Job Titles
1 23 (38.98%) Architect
2 20 (33.90%) Developer
3 17 (28.81%) CRM Developer
4 16 (27.12%) Data Architect
5 12 (20.34%) Cloud Developer
5 12 (20.34%) Oracle Developer
6 9 (15.25%) Analyst
7 6 (10.17%) Data Warehouse Architect
8 5 (8.47%) Business Intelligence Analyst
9 4 (6.78%) Business Architect
9 4 (6.78%) Software Engineer
9 4 (6.78%) Systems Engineer
9 4 (6.78%) Unix Engineer
9 4 (6.78%) Unix Systems Engineer
9 4 (6.78%) Web Analyst
10 3 (5.08%) Digital Analyst
10 3 (5.08%) Senior Developer
10 3 (5.08%) Senior Software Developer
10 3 (5.08%) Software Developer
11 2 (3.39%) Product Owner
Libraries, Frameworks & Software Standards
1 15 (25.42%) CSS
2 4 (6.78%) .NET
2 4 (6.78%) Web Services
2 4 (6.78%) XML
3 3 (5.08%) .NET Framework
3 3 (5.08%) ADO
3 3 (5.08%) Ajax
3 3 (5.08%) CSS3
3 3 (5.08%) Entity Framework
3 3 (5.08%) HTML
3 3 (5.08%) HTML5
3 3 (5.08%) HTML5 Boilerplate
3 3 (5.08%) jQuery
3 3 (5.08%) JSON
3 3 (5.08%) LINQ
3 3 (5.08%) OAuth
3 3 (5.08%) Razor View Engine
3 3 (5.08%) REST
3 3 (5.08%) WCF
3 3 (5.08%) XSLT
Miscellaneous
1 12 (20.34%) Data Integration
2 9 (15.25%) Analytical Skills
3 8 (13.56%) Enterprise Software
4 6 (10.17%) Data Structures
4 6 (10.17%) Visualisation
5 5 (8.47%) Virtual Team
6 4 (6.78%) Algorithms
6 4 (6.78%) Biology
6 4 (6.78%) Computer Science
6 4 (6.78%) Data Centre
6 4 (6.78%) Management Information System
6 4 (6.78%) Social Media
7 1 (1.69%) Taxonomies
Operating Systems
1 4 (6.78%) Linux
1 4 (6.78%) Red Hat Enterprise Linux
1 4 (6.78%) Unix
Processes & Methodologies
1 31 (52.54%) Business Intelligence
2 19 (32.20%) Analytics
2 19 (32.20%) CRM
3 17 (28.81%) OO
4 16 (27.12%) Data Management
5 15 (25.42%) Data Analysis
6 13 (22.03%) ETL
7 12 (20.34%) ITIL
8 10 (16.95%) Agile Software Development
8 10 (16.95%) Data Architecture
8 10 (16.95%) Data Governance
9 8 (13.56%) Software Engineering
10 6 (10.17%) Data Mapping
10 6 (10.17%) Data Visualisation
10 6 (10.17%) ETL Development
10 6 (10.17%) Master Data Management
10 6 (10.17%) Performance Management
11 5 (8.47%) Metadata Management
11 5 (8.47%) SDLC
11 5 (8.47%) User Stories
Programming Languages
1 25 (42.37%) SQL
2 24 (40.68%) JavaScript
3 20 (33.90%) C#
4 12 (20.34%) PHP
5 8 (13.56%) Python
6 4 (6.78%) Bash Shell
6 4 (6.78%) C
6 4 (6.78%) Perl
6 4 (6.78%) Ruby
6 4 (6.78%) VB
6 4 (6.78%) VBA
7 3 (5.08%) T-SQL
7 3 (5.08%) VB.NET
Qualifications
1 6 (10.17%) Degree
Quality Assurance & Compliance
1 12 (20.34%) Data Quality
2 3 (5.08%) QA
3 1 (1.69%) SLA
3 1 (1.69%) SNOMED CT
Vendors
1 17 (28.81%) Oracle
2 10 (16.95%) Microsoft
3 7 (11.86%) SAP
4 6 (10.17%) Cognos
5 5 (8.47%) IBM
6 4 (6.78%) Facebook
6 4 (6.78%) Google
6 4 (6.78%) Red Hat
6 4 (6.78%) Tableau
6 4 (6.78%) Tealeaf
6 4 (6.78%) Twitter
7 1 (1.69%) Avaya
7 1 (1.69%) Informatica
7 1 (1.69%) JD Edwards
7 1 (1.69%) Northgate
7 1 (1.69%) Pegasus
7 1 (1.69%) 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