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 27 June 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.

Data Modelling
Cambridgeshire / Cambridge
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 38 42 58
Rank change year-on-year +4 +16  
Contract jobs citing Data Modelling 1 2 4
As % of all contract IT jobs advertised in Cambridge 0.33% 0.56% 0.87%
As % of the Processes & Methodologies category 0.43% 0.67% 1.08%
Number of daily rates quoted 0 2 3
Median daily rate - £565 £350
Median daily rate % change year-on-year - +61.42%  
UK excluding London median daily rate £425 £430 £420
% change year-on-year -1.16% +2.38%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.70 - £33.50

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 234 297 371
As % of all contract IT job vacancies advertised in Cambridge 77.74% 82.96% 80.30%
Number of daily rates quoted 107 180 273
Median daily rate £363 £400 £375
Median daily rate % change year-on-year -9.37% +6.66%  
90% offered a daily rate of more than £202 £325 £275
10% offered a daily rate of more than £500 £525 £475
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 39 20 17
Median hourly rate £37.50 £37.50 £40.00
Median hourly rate % change year-on-year - -6.25%  
90% offered a hourly rate of more than £14.80 £20.65 £17.69
10% offered a hourly rate of more than £47.50 £47.50 £57.50
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

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 contractor hourly rates quoted in IT jobs citing Data Modelling in Cambridge.

Contractor hourly rate trend for Data Modelling in Cambridge

For the 6 months to 27 June 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 2 (100.00%) Web Services
1 2 (100.00%) Amazon AWS
1 2 (100.00%) SQL
2 1 (50.00%) MySQL
2 1 (50.00%) Oracle
2 1 (50.00%) SAP
2 1 (50.00%) JavaScript
2 1 (50.00%) PL/SQL
2 1 (50.00%) Information Architecture
2 1 (50.00%) NoSQL
2 1 (50.00%) Data Visualisation
2 1 (50.00%) Node.js
2 1 (50.00%) Data Quality
2 1 (50.00%) Talend
2 1 (50.00%) Data Analytics
2 1 (50.00%) Analytics
2 1 (50.00%) Amazon RDS
2 1 (50.00%) Master Data Management
2 1 (50.00%) Performance Tuning
2 1 (50.00%) Amazon Redshift
2 1 (50.00%) Mentoring
2 1 (50.00%) Continuous Deployment
2 1 (50.00%) SAP MDG
2 1 (50.00%) XML
2 1 (50.00%) Data Warehouse
2 1 (50.00%) SOA
2 1 (50.00%) ETL
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Informatica
2 1 (50.00%) PowerCenter

Data Modelling
Co-occurring 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 (50.00%) SAP MDG
1 1 (50.00%) SAP MDM
Cloud Services
1 2 (100.00%) Amazon AWS
Database & Business Intelligence
1 1 (50.00%) Amazon RDS
1 1 (50.00%) Amazon Redshift
1 1 (50.00%) Data Warehouse
1 1 (50.00%) MySQL
1 1 (50.00%) NoSQL
1 1 (50.00%) Oracle BI EE
1 1 (50.00%) PostgreSQL
1 1 (50.00%) PowerCenter
1 1 (50.00%) Spotfire
Development Applications
1 1 (50.00%) Talend Open Studio
General
1 1 (50.00%) Finance
1 1 (50.00%) Pharmaceutical
Job Titles
1 1 (50.00%) Architect
1 1 (50.00%) Business Intelligence Architect
1 1 (50.00%) Developer
1 1 (50.00%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 2 (100.00%) Web Services
2 1 (50.00%) Node.js
2 1 (50.00%) XML
Processes & Methodologies
1 1 (50.00%) Agile Software Development
1 1 (50.00%) Business Intelligence
1 1 (50.00%) Continuous Deployment
1 1 (50.00%) Continuous Integration
1 1 (50.00%) Data Analytics
1 1 (50.00%) Data Management
1 1 (50.00%) Data Visualisation
1 1 (50.00%) DRM
1 1 (50.00%) ETL
1 1 (50.00%) Information Architecture
1 1 (50.00%) Information Management
1 1 (50.00%) Master Data Management
1 1 (50.00%) Mentoring
1 1 (50.00%) Performance Tuning
1 1 (50.00%) Requirements Analysis
1 1 (50.00%) SOA
1 1 (50.00%) Software Engineering
1 1 (50.00%) Test Automation
1 1 (50.00%) Visualisation
1 1 (50.00%) Web Development
Programming Languages
1 2 (100.00%) SQL
2 1 (50.00%) JavaScript
2 1 (50.00%) PL/SQL
Quality Assurance & Compliance
1 1 (50.00%) Data Quality
1 1 (50.00%) QA
Vendors
1 1 (50.00%) Embarcadero
1 1 (50.00%) Informatica
1 1 (50.00%) Mercator
1 1 (50.00%) MicroStrategy
1 1 (50.00%) Oracle
1 1 (50.00%) SAP
1 1 (50.00%) Talend