The following table provides summary statistics for contract job vacancies advertised in Cambridge with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Modelling
Cambridgeshire / Cambridge
Rank 39 32 37
Rank change year-on-year -7 +5  
Contract jobs citing Data Modelling 1 14 2
As % of all contract IT jobs advertised in Cambridge 0.32% 3.43% 0.63%
As % of the Processes & Methodologies category 0.38% 4.18% 0.82%
Number of daily rates quoted 1 8 1
Median daily rate £510 £528 £360
Median daily rate % change year-on-year -3.31% +46.52%  
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridge with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Cambridge
Contract job vacancies with a requirement for process and methodology skills 260 335 245
As % of all contract IT job vacancies advertised in Cambridge 83.07% 82.11% 76.56%
Number of daily rates quoted 131 209 156
Median daily rate £425 £413 £375
Median daily rate % change year-on-year +3.03% +10.00%  
90% offered a daily rate of more than £225 £288 £225
10% offered a daily rate of more than £525 £525 £538
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% +0.06%  
Number of hourly rates quoted 38 26 15
Median hourly rate £36.75 £37.50 £25.00
Median hourly rate % change year-on-year -2.00% +50.00%  
90% offered a hourly rate of more than £13.00 £17.50 £13.50
10% offered a hourly rate of more than £68.00 £57.50 £43.00
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

Data Modelling
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Cambridge

Data Modelling
Contractor Daily Rate Trend in Cambridge

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

Contractor daily rate trend for Data Modelling in Cambridge

Data Modelling
Contractor Hourly Rate Trend in Cambridge

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

Contractor hourly rate trend for Data Modelling in Cambridge

Data Modelling
Top 30 Related IT Skills in Cambridge

For the 6 months to 25 March 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%) Data Analytics
3 1 (16.67%) Data Management
3 1 (16.67%) Data Visualisation
3 1 (16.67%) Information Architecture
3 1 (16.67%) Information Management
3 1 (16.67%) Master Data Management
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