The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Cambridge region. Included is a guide to the contractor rates offered in IT contracts 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.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Data Modelling
Rank 29 49 48
Rank change year-on-year
+20 -1
Contract jobs citing Data Modelling 8 6 1
As % of all contract IT jobs located in Cambridge 2.68% 1.24% 0.23%
As % of the Processes & Methodologies category 3.31% 1.54% 0.33%
Number of daily rates quoted 7 4 1
Median daily rate £550 £440 £450
Median daily rate % change year-on-year
+25.00% -2.22%
UK excluding London median daily rate £420 £450 £413
% change year-on-year
-6.66% +9.09%
Number of hourly rates quoted 0 1 0
Median hourly rate - £45.00 -
UK excluding London median hourly rate £39.00 £33.00 £48.50
% change year-on-year
+18.18% -31.95%
Data Modelling
Cambridgeshire

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

Processes & Methodologies Category
Cambridge
Contract IT job ads with a match in the
Processes & Methodologies category
242 389 305
As % of all contract IT jobs located in Cambridge 81.21% 80.37% 70.77%
Number of daily rates quoted 113 252 185
Median daily rate £438 £375 £375
Median daily rate % change year-on-year
+16.66% -
90% offered a daily rate of more than £320 £275 £270
10% offered a daily rate of more than £550 £540 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 30 15 28
Median hourly rate £28.00 £45.00 £33.75
Median hourly rate % change year-on-year
-37.77% +33.33%
90% offered a hourly rate of more than £14.65 £14.00 £21.00
10% offered a hourly rate of more than £42.50 £65.00 £60.00
UK excluding London median hourly rate £32.50 £34.00 £26.00
% change year-on-year
-4.41% +30.76%

Data Modelling
Jobs Demand Trend in Cambridge

The demand trend of contract jobs across the Cambridge region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Cambridge

Data Modelling
Daily Rate Trend in Cambridge

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the Cambridge region.

Data Modelling Daily Rate Trend in Cambridge

Data Modelling
Daily Rate Histogram in Cambridge

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Cambridge region over the 3 months to 1 October 2016.

Data Modelling Daily Rate Histogram in Cambridge

Data Modelling
Hourly Rate Trend in Cambridge

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the Cambridge region.

Data Modelling Hourly Rate Trend in Cambridge

Data Modelling
Top 30 Related IT Skills in Cambridge

For the 6 months to 1 October 2016, IT contractor 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 contract ads across the Cambridge region with a requirement for Data Modelling.

1 6 (66.67%) Oracle
1 6 (66.67%) SAP
1 6 (66.67%) ERP
1 6 (66.67%) Migration
1 6 (66.67%) Finance
2 5 (55.56%) Marketing
2 5 (55.56%) CRM
2 5 (55.56%) Microsoft
2 5 (55.56%) RESTful
2 5 (55.56%) Dynamics CRM
3 4 (44.44%) Enterprise Architecture
3 4 (44.44%) SAP HANA
3 4 (44.44%) SaaS
3 4 (44.44%) Business Continuity Management
3 4 (44.44%) Translating Business Requirements
3 4 (44.44%) Performance Optimisation
3 4 (44.44%) Service Design
3 4 (44.44%) Order to Cash
3 4 (44.44%) BigMachines
3 4 (44.44%) Stakeholder and Relationship Management
3 4 (44.44%) Risk Management
3 4 (44.44%) Middleware
3 4 (44.44%) SOA
3 4 (44.44%) ITIL
3 4 (44.44%) Billing
3 4 (44.44%) Stakeholder Management
3 4 (44.44%) Business Continuity
4 2 (22.22%) Business Analysis
4 2 (22.22%) Analytics
4 2 (22.22%) Salesforce.com

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:

Business Applications
1 5 (55.56%) Dynamics CRM
2 4 (44.44%) BigMachines
3 1 (11.11%) SAP ERP
3 1 (11.11%) SAP MDM
3 1 (11.11%) SAP Oil and Gas
Cloud Services
1 4 (44.44%) SaaS
2 1 (11.11%) Force.com
Communications & Networking
1 1 (11.11%) LDAP
Database & Business Intelligence
1 4 (44.44%) SAP HANA
2 1 (11.11%) Big Data
2 1 (11.11%) Data Mining
2 1 (11.11%) Relational Database
General
1 6 (66.67%) Finance
2 5 (55.56%) Marketing
3 4 (44.44%) Billing
4 1 (11.11%) Electronics
4 1 (11.11%) Manufacturing
4 1 (11.11%) Pharmaceutical
4 1 (11.11%) Telecoms
Job Titles
1 5 (55.56%) Architect
2 4 (44.44%) Solutions Architect
3 2 (22.22%) Analyst
3 2 (22.22%) Business Analyst
4 1 (11.11%) Business IT Analyst
4 1 (11.11%) Consultant
4 1 (11.11%) Data Consultant
4 1 (11.11%) Data Mining Consultant
4 1 (11.11%) Infrastructure Analyst
4 1 (11.11%) IT Business Analyst
4 1 (11.11%) Python Software Engineer
4 1 (11.11%) Salesforce.com Architect
4 1 (11.11%) SAP Consultant
4 1 (11.11%) SAP Data Consultant
4 1 (11.11%) SAP MDM Consultant
4 1 (11.11%) Software Engineer
4 1 (11.11%) Systems Engineer
4 1 (11.11%) Technical Architect
4 1 (11.11%) Unix Engineer
4 1 (11.11%) Unix Systems Engineer
Libraries, Frameworks & Software Standards
1 5 (55.56%) RESTful
2 4 (44.44%) Middleware
3 1 (11.11%) COM
3 1 (11.11%) SOAP
3 1 (11.11%) Visualforce
3 1 (11.11%) Web Services
Miscellaneous
1 1 (11.11%) Biology
1 1 (11.11%) Computer Science
1 1 (11.11%) Data Centre
1 1 (11.11%) Data Integration
1 1 (11.11%) Data Structures
1 1 (11.11%) Enterprise Software
1 1 (11.11%) Informatics
1 1 (11.11%) Management Information System
Operating Systems
1 1 (11.11%) Linux
1 1 (11.11%) Red Hat Enterprise Linux
1 1 (11.11%) Unix
Processes & Methodologies
1 6 (66.67%) ERP
1 6 (66.67%) Migration
2 5 (55.56%) CRM
3 4 (44.44%) Business Continuity
3 4 (44.44%) Business Continuity Management
3 4 (44.44%) Enterprise Architecture
3 4 (44.44%) ITIL
3 4 (44.44%) Order to Cash
3 4 (44.44%) Performance Optimisation
3 4 (44.44%) Risk Management
3 4 (44.44%) Service Design
3 4 (44.44%) SOA
3 4 (44.44%) Stakeholder and Relationship Management
3 4 (44.44%) Stakeholder Management
3 4 (44.44%) Translating Business Requirements
4 2 (22.22%) Analytics
4 2 (22.22%) Business Analysis
5 1 (11.11%) Data Flow Diagram
5 1 (11.11%) Master Data Management
5 1 (11.11%) User Stories
Programming Languages
1 1 (11.11%) Apex Code
1 1 (11.11%) Bash Shell
1 1 (11.11%) C
1 1 (11.11%) Perl
1 1 (11.11%) Python
1 1 (11.11%) SOQL
Qualifications
1 1 (11.11%) BPSS Clearance
1 1 (11.11%) CBAP
1 1 (11.11%) Degree
1 1 (11.11%) IIBA
1 1 (11.11%) ISEB
Quality Assurance & Compliance
1 1 (11.11%) Data Quality
Vendors
1 6 (66.67%) Oracle
1 6 (66.67%) SAP
2 5 (55.56%) Microsoft
3 2 (22.22%) Salesforce.com
4 1 (11.11%) Red Hat
4 1 (11.11%) Siebel