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 25 February 2017 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
25 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Cambridgeshire / Cambridge
Rank 32 35 34
Rank change year-on-year
+3 -1
Contract jobs citing Data Modelling 3 11 3
As % of all contract IT jobs located in Cambridge 1.05% 2.84% 0.94%
As % of the Processes & Methodologies category 1.35% 3.42% 1.19%
Number of daily rates quoted 2 7 2
Median daily rate £555 £550 £368
Median daily rate % change year-on-year
+0.90% +49.65%
90% offered a daily rate of more than £519 £415 £362
10% offered a daily rate of more than £591 £579 £374
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £42.50 £43.75 £49.50
% change year-on-year
-2.85% -11.61%

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
223 322 253
As % of all contract IT jobs located in Cambridge 77.97% 82.99% 79.31%
Number of daily rates quoted 106 202 159
Median daily rate £425 £393 £375
Median daily rate % change year-on-year
+8.28% +4.66%
90% offered a daily rate of more than £300 £288 £208
10% offered a daily rate of more than £600 £525 £540
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+1.87% -
Number of hourly rates quoted 26 27 17
Median hourly rate £39.00 £37.50 £42.50
Median hourly rate % change year-on-year
+4.00% -11.76%
90% offered a hourly rate of more than £17.50 £17.50 £17.00
10% offered a hourly rate of more than £68.00 £59.25 £47.50
UK excluding London median hourly rate £36.00 £40.00 £27.79
% change year-on-year
-10.00% +43.93%

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 25 February 2017, 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 4 (66.67%) Finance
2 3 (50.00%) Data Warehouse
2 3 (50.00%) ETL
2 3 (50.00%) PostgreSQL
2 3 (50.00%) SQL
2 3 (50.00%) SAP
2 3 (50.00%) Embarcadero
2 3 (50.00%) Oracle BI EE
2 3 (50.00%) Talend Open Studio
2 3 (50.00%) Amazon AWS
2 3 (50.00%) Talend
2 3 (50.00%) Performance Tuning
2 3 (50.00%) Amazon Redshift
3 2 (33.33%) Performance Monitoring
3 2 (33.33%) ETL Development
3 2 (33.33%) Oracle
3 2 (33.33%) SAP Data Services
3 2 (33.33%) Software Engineering
3 2 (33.33%) Data Mart
3 2 (33.33%) Scrum
3 2 (33.33%) Agile Software Development
3 2 (33.33%) Star Schema
3 2 (33.33%) Stakeholder Management
3 2 (33.33%) GIS
3 2 (33.33%) GAP Analysis
3 2 (33.33%) Management Information System
4 1 (16.67%) Informatica
4 1 (16.67%) PowerCenter
4 1 (16.67%) Business Intelligence
4 1 (16.67%) Data Management

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 1 (16.67%) SAP MDG
1 1 (16.67%) SAP MDM
Cloud Services
1 3 (50.00%) Amazon AWS
Communications & Networking
1 1 (16.67%) LDAP
Database & Business Intelligence
1 3 (50.00%) Amazon Redshift
1 3 (50.00%) Data Warehouse
1 3 (50.00%) Oracle BI EE
1 3 (50.00%) PostgreSQL
2 2 (33.33%) Data Mart
2 2 (33.33%) GIS
2 2 (33.33%) SAP Data Services
2 2 (33.33%) Star Schema
3 1 (16.67%) Amazon RDS
3 1 (16.67%) Big Data
3 1 (16.67%) MySQL
3 1 (16.67%) PowerCenter
3 1 (16.67%) Relational Database
3 1 (16.67%) Spotfire
Development Applications
1 3 (50.00%) Talend Open Studio
General
1 4 (66.67%) Finance
2 1 (16.67%) Pharmaceutical
Job Titles
1 1 (16.67%) Architect
1 1 (16.67%) Business Intelligence Architect
1 1 (16.67%) Developer
1 1 (16.67%) Python Software Engineer
1 1 (16.67%) Redshift Developer
1 1 (16.67%) Software Engineer
1 1 (16.67%) Systems Engineer
1 1 (16.67%) Unix Engineer
1 1 (16.67%) Unix Systems Engineer
Libraries, Frameworks & Software Standards
1 1 (16.67%) Web Services
1 1 (16.67%) XML
Miscellaneous
1 2 (33.33%) Management Information System
2 1 (16.67%) Computer Science
2 1 (16.67%) Data Centre
Operating Systems
1 1 (16.67%) Linux
1 1 (16.67%) Red Hat Enterprise Linux
1 1 (16.67%) Unix
Processes & Methodologies
1 3 (50.00%) ETL
1 3 (50.00%) Performance Tuning
2 2 (33.33%) Agile Software Development
2 2 (33.33%) ETL Development
2 2 (33.33%) GAP Analysis
2 2 (33.33%) Performance Monitoring
2 2 (33.33%) Scrum
2 2 (33.33%) Software Engineering
2 2 (33.33%) Stakeholder Management
3 1 (16.67%) Analytics
3 1 (16.67%) Bioinformatics
3 1 (16.67%) Biology
3 1 (16.67%) Budgeting and Forecasting
3 1 (16.67%) Data Analytics
3 1 (16.67%) Data Management
3 1 (16.67%) Information Management
3 1 (16.67%) Master Data Management
3 1 (16.67%) Mentoring
3 1 (16.67%) Requirements Analysis
3 1 (16.67%) Visualisation
Programming Languages
1 3 (50.00%) SQL
2 1 (16.67%) Bash Shell
2 1 (16.67%) C
2 1 (16.67%) Perl
2 1 (16.67%) PL/SQL
2 1 (16.67%) Python
Qualifications
1 1 (16.67%) Degree
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
Vendors
1 3 (50.00%) Embarcadero
1 3 (50.00%) SAP
1 3 (50.00%) Talend
2 2 (33.33%) Oracle
3 1 (16.67%) Informatica
3 1 (16.67%) MicroStrategy
3 1 (16.67%) Red Hat