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 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 95 112 122
Rank change year-on-year
+17 +10
Permanent jobs citing Data Modelling 30 22 25
As % of all permanent IT jobs located in Cambridgeshire 1.63% 1.01% 1.02%
As % of the Processes & Methodologies category 1.91% 1.19% 1.21%
Number of salaries quoted 14 16 24
Median salary £60,000 £35,500 £47,875
Median salary % change year-on-year
+69.01% -25.84%
90% offered a salary of more than £51,000 £32,500 £34,600
10% offered a salary of more than £67,500 £56,250 £60,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
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
1567 1845 2068
As % of all permanent IT jobs located in Cambridgeshire 85.40% 84.94% 84.37%
Number of salaries quoted 1298 1552 1654
Median salary £47,500 £45,000 £43,000
Median salary % change year-on-year
+5.55% +4.65%
90% offered a salary of more than £31,500 £31,500 £30,000
10% offered a salary of more than £65,000 £62,500 £60,000
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 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 30 July 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 30 July 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 +15 16 £51,000 -5.11% 3
Peterborough +4 7 £67,500 +107.69%
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Cambridgeshire

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 Cambridgeshire region with a requirement for Data Modelling.

1 28 (51.85%) Business Intelligence
2 26 (48.15%) SQL
3 23 (42.59%) Finance
4 20 (37.04%) Data Warehouse
5 19 (35.19%) SQL Server
5 19 (35.19%) SQL Server Integration Services
6 18 (33.33%) C#
6 18 (33.33%) JavaScript
6 18 (33.33%) Oracle
6 18 (33.33%) CSS
6 18 (33.33%) ETL
6 18 (33.33%) BusinessObjects
7 16 (29.63%) Data Management
8 15 (27.78%) Analytics
9 14 (25.93%) CRM
9 14 (25.93%) Crystal Reports
10 13 (24.07%) SQL Server Reporting Services
10 13 (24.07%) Data Analysis
10 13 (24.07%) Data Governance
10 13 (24.07%) Data Integration
11 12 (22.22%) Data Architecture
11 12 (22.22%) Team Foundation Server
11 12 (22.22%) PHP
11 12 (22.22%) OO
11 12 (22.22%) ITIL
12 10 (18.52%) SAP
12 10 (18.52%) Agile Software Development
12 10 (18.52%) Data Quality
13 9 (16.67%) Enterprise Software
13 9 (16.67%) Enterprise Data Warehouse

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 (1.85%) BizTalk Server
1 1 (1.85%) IIS
1 1 (1.85%) SAS
1 1 (1.85%) SharePoint
1 1 (1.85%) SharePoint 2010
1 1 (1.85%) SharePoint 2013
1 1 (1.85%) Sonic ESB
Applications
1 8 (14.81%) MS Excel
2 2 (3.70%) MS PowerPoint
3 1 (1.85%) SPSS
Business Applications
1 3 (5.56%) SAP FI
2 2 (3.70%) Cognos TM1
3 1 (1.85%) Dynamics AX
3 1 (1.85%) Dynamics CRM
3 1 (1.85%) ResourceLink
3 1 (1.85%) SAP MDM
Cloud Services
1 2 (3.70%) Google Analytics
2 1 (1.85%) Amazon AWS
Communications & Networking
1 2 (3.70%) LDAP
Database & Business Intelligence
1 20 (37.04%) Data Warehouse
2 19 (35.19%) SQL Server
2 19 (35.19%) SQL Server Integration Services
3 18 (33.33%) BusinessObjects
4 14 (25.93%) Crystal Reports
5 13 (24.07%) SQL Server Reporting Services
6 9 (16.67%) Enterprise Data Warehouse
7 8 (14.81%) BusinessObjects XI
8 5 (9.26%) SQL Server Analysis Services
9 4 (7.41%) Spotfire
10 3 (5.56%) NoSQL
11 2 (3.70%) Big Data
11 2 (3.70%) Relational Database
12 1 (1.85%) Microsoft Power View
12 1 (1.85%) OLAP Cube
12 1 (1.85%) Oracle BI EE
12 1 (1.85%) Oracle Database
12 1 (1.85%) Oracle Exadata
12 1 (1.85%) PowerCenter
12 1 (1.85%) PowerPivot
Development Applications
1 12 (22.22%) Team Foundation Server
2 6 (11.11%) Selenium
3 4 (7.41%) ERwin
4 1 (1.85%) Oracle APEX
4 1 (1.85%) Talend Open Studio
General
1 23 (42.59%) Finance
2 4 (7.41%) Marketing
3 3 (5.56%) Pharmaceutical
4 2 (3.70%) Banking
4 2 (3.70%) Retail
4 2 (3.70%) Telecoms
5 1 (1.85%) Publishing
Job Titles
1 25 (46.30%) Architect
2 18 (33.33%) Developer
3 17 (31.48%) Data Architect
4 12 (22.22%) Cloud Developer
4 12 (22.22%) CRM Developer
4 12 (22.22%) Oracle Developer
5 6 (11.11%) Data Warehouse Architect
5 6 (11.11%) Senior Developer
5 6 (11.11%) Senior Software Developer
5 6 (11.11%) Software Developer
6 4 (7.41%) Analyst
6 4 (7.41%) Business Architect
7 3 (5.56%) Business Analyst
7 3 (5.56%) Data Modeller
8 2 (3.70%) Data Administrator
8 2 (3.70%) Information Architect
8 2 (3.70%) Software Engineer
8 2 (3.70%) Systems Engineer
8 2 (3.70%) Unix Engineer
8 2 (3.70%) Unix Systems Engineer
Libraries, Frameworks & Software Standards
1 18 (33.33%) CSS
2 7 (12.96%) .NET
2 7 (12.96%) Web Services
2 7 (12.96%) XML
3 6 (11.11%) .NET Framework
3 6 (11.11%) ADO
3 6 (11.11%) Ajax
3 6 (11.11%) CSS3
3 6 (11.11%) Entity Framework
3 6 (11.11%) HTML
3 6 (11.11%) HTML5
3 6 (11.11%) HTML5 Boilerplate
3 6 (11.11%) jQuery
3 6 (11.11%) JSON
3 6 (11.11%) LINQ
3 6 (11.11%) OAuth
3 6 (11.11%) Razor View Engine
3 6 (11.11%) REST
3 6 (11.11%) WCF
3 6 (11.11%) XSLT
Miscellaneous
1 13 (24.07%) Data Integration
2 9 (16.67%) Enterprise Software
3 6 (11.11%) Analytical Skills
4 5 (9.26%) Data Structures
5 4 (7.41%) Visualisation
6 3 (5.56%) Virtual Team
7 2 (3.70%) Biology
7 2 (3.70%) Computer Science
7 2 (3.70%) Data Centre
7 2 (3.70%) Fintech
7 2 (3.70%) Management Information System
7 2 (3.70%) Social Media
8 1 (1.85%) Taxonomies
Operating Systems
1 2 (3.70%) Linux
1 2 (3.70%) Red Hat Enterprise Linux
1 2 (3.70%) Unix
Processes & Methodologies
1 28 (51.85%) Business Intelligence
2 18 (33.33%) ETL
3 16 (29.63%) Data Management
4 15 (27.78%) Analytics
5 14 (25.93%) CRM
6 13 (24.07%) Data Analysis
6 13 (24.07%) Data Governance
7 12 (22.22%) Data Architecture
7 12 (22.22%) ITIL
7 12 (22.22%) OO
8 10 (18.52%) Agile Software Development
9 7 (12.96%) DevOps
10 6 (11.11%) Continuous Delivery
10 6 (11.11%) Data Mapping
10 6 (11.11%) Data Protection
10 6 (11.11%) High Availability
10 6 (11.11%) Line Management
10 6 (11.11%) Performance Management
10 6 (11.11%) Unit Testing
10 6 (11.11%) User Stories
Programming Languages
1 26 (48.15%) SQL
2 18 (33.33%) C#
2 18 (33.33%) JavaScript
3 12 (22.22%) PHP
4 6 (11.11%) T-SQL
4 6 (11.11%) VB.NET
5 2 (3.70%) Bash Shell
5 2 (3.70%) C
5 2 (3.70%) Perl
5 2 (3.70%) Python
5 2 (3.70%) VB
5 2 (3.70%) VBA
Qualifications
1 2 (3.70%) CBAP
1 2 (3.70%) Degree
Quality Assurance & Compliance
1 10 (18.52%) Data Quality
2 6 (11.11%) QA
3 2 (3.70%) SLA
4 1 (1.85%) SNOMED CT
Vendors
1 18 (33.33%) Oracle
2 10 (18.52%) SAP
3 6 (11.11%) Cognos
4 5 (9.26%) Microsoft
5 4 (7.41%) Informatica
6 3 (5.56%) IBM
7 2 (3.70%) Facebook
7 2 (3.70%) Google
7 2 (3.70%) Red Hat
7 2 (3.70%) Tealeaf
7 2 (3.70%) Twitter
8 1 (1.85%) Avaya
8 1 (1.85%) JD Edwards
8 1 (1.85%) Northgate
8 1 (1.85%) Talend
Cambridge, Cambridgeshire
Harvey Nash plc
Salary: £50000 - £65000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Cambridge Assessment
Salary: Competitive
Posted: 8 days ago
Cambridge
Montash Associates
Salary: £55000 - £60000 per annum + Benefits
Posted: 16 days ago