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 8 December 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
8 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 34 45 40
Rank change year-on-year
+11 -5
Contract jobs citing Data Modelling 4 2 2
As % of all contract IT jobs located in Cambridge 1.30% 0.49% 0.61%
As % of the Processes & Methodologies category 1.64% 0.58% 0.80%
Number of daily rates quoted 2 1 1
Median daily rate £400 £650 £425
Median daily rate % change year-on-year
-38.46% +52.94%
UK excluding London median daily rate £450 £425 £438
% change year-on-year
+5.88% -2.85%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £21.00 £74.50
% change year-on-year
+161.90% -71.81%
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
244 347 250
As % of all contract IT jobs located in Cambridge 79.22% 84.22% 76.69%
Number of daily rates quoted 113 229 161
Median daily rate £400 £400 £350
Median daily rate % change year-on-year
- +14.28%
90% offered a daily rate of more than £300 £292 £200
10% offered a daily rate of more than £575 £540 £550
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 30 18 17
Median hourly rate £34.50 £45.00 £46.00
Median hourly rate % change year-on-year
-23.33% -2.17%
90% offered a hourly rate of more than £15.25 £17.00 £10.50
10% offered a hourly rate of more than £45.00 £65.00 £60.00
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

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
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 8 December 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 7 (63.64%) SAP
2 6 (54.55%) Oracle
2 6 (54.55%) Stakeholder Management
2 6 (54.55%) Finance
3 5 (45.45%) Migration
3 5 (45.45%) ERP
4 4 (36.36%) SOA
4 4 (36.36%) Microsoft
4 4 (36.36%) ITIL
4 4 (36.36%) CRM
4 4 (36.36%) Risk Management
4 4 (36.36%) Middleware
4 4 (36.36%) Business Continuity
4 4 (36.36%) Billing
4 4 (36.36%) Marketing
4 4 (36.36%) Dynamics CRM
4 4 (36.36%) Enterprise Architecture
4 4 (36.36%) RESTful
4 4 (36.36%) SaaS
4 4 (36.36%) SAP HANA
4 4 (36.36%) Oracle SOA Suite
4 4 (36.36%) Business Continuity Management
4 4 (36.36%) Translating Business Requirements
4 4 (36.36%) Performance Optimisation
4 4 (36.36%) Service Design
4 4 (36.36%) Order to Cash
4 4 (36.36%) BigMachines
4 4 (36.36%) Stakeholder and Relationship Management
5 2 (18.18%) SAP Data Services
5 2 (18.18%) Analytics

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 4 (36.36%) Oracle SOA Suite
Business Applications
1 4 (36.36%) BigMachines
1 4 (36.36%) Dynamics CRM
2 1 (9.09%) SAP ERP
2 1 (9.09%) SAP MDM
Cloud Services
1 4 (36.36%) SaaS
2 1 (9.09%) Amazon AWS
Communications & Networking
1 1 (9.09%) LDAP
Database & Business Intelligence
1 4 (36.36%) SAP HANA
2 2 (18.18%) GIS
2 2 (18.18%) SAP Data Services
3 1 (9.09%) Amazon Redshift
3 1 (9.09%) Big Data
3 1 (9.09%) Data Mart
3 1 (9.09%) Data Mining
3 1 (9.09%) Data Warehouse
3 1 (9.09%) Oracle BI EE
3 1 (9.09%) PostgreSQL
3 1 (9.09%) Relational Database
3 1 (9.09%) Star Schema
Development Applications
1 1 (9.09%) Talend Open Studio
General
1 6 (54.55%) Finance
2 4 (36.36%) Billing
2 4 (36.36%) Marketing
3 1 (9.09%) Pharmaceutical
Job Titles
1 4 (36.36%) Architect
1 4 (36.36%) Solutions Architect
2 2 (18.18%) Analyst
2 2 (18.18%) Business Analyst
3 1 (9.09%) Business IT Analyst
3 1 (9.09%) Consultant
3 1 (9.09%) Data Consultant
3 1 (9.09%) Data Mining Consultant
3 1 (9.09%) Infrastructure Analyst
3 1 (9.09%) IT Analyst
3 1 (9.09%) IT Business Analyst
3 1 (9.09%) IT Infrastructure Analyst
3 1 (9.09%) Python Software Engineer
3 1 (9.09%) SAP Consultant
3 1 (9.09%) SAP Data Consultant
3 1 (9.09%) SAP MDM Consultant
3 1 (9.09%) Software Engineer
3 1 (9.09%) Systems Engineer
3 1 (9.09%) Unix Engineer
3 1 (9.09%) Unix Systems Engineer
Libraries, Frameworks & Software Standards
1 4 (36.36%) Middleware
1 4 (36.36%) RESTful
Miscellaneous
1 2 (18.18%) Management Information System
2 1 (9.09%) Biology
2 1 (9.09%) Computer Science
2 1 (9.09%) Data Centre
2 1 (9.09%) Data Integration
2 1 (9.09%) Informatics
Operating Systems
1 1 (9.09%) Linux
1 1 (9.09%) Red Hat Enterprise Linux
1 1 (9.09%) Unix
Processes & Methodologies
1 6 (54.55%) Stakeholder Management
2 5 (45.45%) ERP
2 5 (45.45%) Migration
3 4 (36.36%) Business Continuity
3 4 (36.36%) Business Continuity Management
3 4 (36.36%) CRM
3 4 (36.36%) Enterprise Architecture
3 4 (36.36%) ITIL
3 4 (36.36%) Order to Cash
3 4 (36.36%) Performance Optimisation
3 4 (36.36%) Risk Management
3 4 (36.36%) Service Design
3 4 (36.36%) SOA
3 4 (36.36%) Stakeholder and Relationship Management
3 4 (36.36%) Translating Business Requirements
4 2 (18.18%) Agile Software Development
4 2 (18.18%) Analytics
4 2 (18.18%) Business Analysis
4 2 (18.18%) GAP Analysis
5 1 (9.09%) Master Data Management
Programming Languages
1 1 (9.09%) Bash Shell
1 1 (9.09%) C
1 1 (9.09%) Perl
1 1 (9.09%) Python
1 1 (9.09%) SQL
Qualifications
1 1 (9.09%) BPSS Clearance
1 1 (9.09%) CBAP
1 1 (9.09%) Degree
1 1 (9.09%) IIBA
1 1 (9.09%) ISEB
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
Vendors
1 7 (63.64%) SAP
2 6 (54.55%) Oracle
3 4 (36.36%) Microsoft
4 1 (9.09%) Embarcadero
4 1 (9.09%) Red Hat
4 1 (9.09%) Salesforce.com
4 1 (9.09%) Talend