The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire 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 23 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
East of England / Cambridgeshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 53 44 71
Rank change year-on-year -9 +27  
Contract jobs citing Data Modelling 2 14 8
As % of all contract IT jobs advertised in Cambridgeshire 0.34% 2.38% 1.03%
As % of the Processes & Methodologies category 0.42% 2.97% 1.30%
Number of daily rates quoted 1 9 4
Median daily rate £210 £488 £381
Median daily rate % change year-on-year -56.92% +27.86%  
UK excluding London median daily rate £425 £440 £423
% change year-on-year -3.40% +4.14%  
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 Cambridgeshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Cambridgeshire
Contract job vacancies with a requirement for process and methodology skills 472 471 617
As % of all contract IT job vacancies advertised in Cambridgeshire 80.27% 79.97% 79.10%
Number of daily rates quoted 222 272 366
Median daily rate £375 £400 £375
Median daily rate % change year-on-year -6.25% +6.66%  
90% offered a daily rate of more than £225 £325 £250
10% offered a daily rate of more than £525 £525 £500
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 63 30 53
Median hourly rate £19.00 £37.00 £23.50
Median hourly rate % change year-on-year -48.64% +57.44%  
90% offered a hourly rate of more than £14.25 £15.00 £12.00
10% offered a hourly rate of more than £45.00 £45.00 £44.00
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Modelling
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire 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 Cambridgeshire

Data Modelling
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for Data Modelling in Cambridgeshire

Data Modelling
Contractor Hourly Rate Trend in Cambridgeshire

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

Contractor hourly rate trend for Data Modelling in Cambridgeshire

Data Modelling
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Cambridgeshire region over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +3 1 - - 2
Peterborough 0 1 £210 -57.46%
Data Modelling
East of England

For the 6 months to 23 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 Cambridgeshire region with a requirement for Data Modelling.

1 3 (75.00%) Data Management
1 3 (75.00%) Data Quality
2 2 (50.00%) Oracle
2 2 (50.00%) Amazon AWS
2 2 (50.00%) Finance
2 2 (50.00%) Migration
2 2 (50.00%) Data Analytics
2 2 (50.00%) Analytics
2 2 (50.00%) SQL
2 2 (50.00%) Web Services
2 2 (50.00%) SOA
3 1 (25.00%) Data Mining
3 1 (25.00%) ETL
3 1 (25.00%) SAS
3 1 (25.00%) Business Intelligence
3 1 (25.00%) Informatica
3 1 (25.00%) PowerCenter
3 1 (25.00%) Embarcadero
3 1 (25.00%) MicroStrategy
3 1 (25.00%) Mercator
3 1 (25.00%) DRM
3 1 (25.00%) Pharmaceutical
3 1 (25.00%) XML
3 1 (25.00%) UML
3 1 (25.00%) Data Warehouse
3 1 (25.00%) MySQL
3 1 (25.00%) JavaScript
3 1 (25.00%) PL/SQL
3 1 (25.00%) Information Management
3 1 (25.00%) Data Analysis

Data Modelling
Co-occurring IT Skills in Cambridgeshire 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 1 (25.00%) SAS
Business Applications
1 1 (25.00%) SAP MDG
1 1 (25.00%) SAP MDM
Cloud Services
1 2 (50.00%) Amazon AWS
Database & Business Intelligence
1 1 (25.00%) Amazon RDS
1 1 (25.00%) Amazon Redshift
1 1 (25.00%) Data Mining
1 1 (25.00%) Data Warehouse
1 1 (25.00%) MySQL
1 1 (25.00%) NoSQL
1 1 (25.00%) Oracle BI EE
1 1 (25.00%) PostgreSQL
1 1 (25.00%) PowerCenter
1 1 (25.00%) Spotfire
Development Applications
1 1 (25.00%) Talend Open Studio
General
1 2 (50.00%) Finance
2 1 (25.00%) Pharmaceutical
Job Titles
1 2 (50.00%) Architect
2 1 (25.00%) Analyst
2 1 (25.00%) Business Intelligence Architect
2 1 (25.00%) Data Analyst
2 1 (25.00%) Data Architect
2 1 (25.00%) Data Migration Architect
2 1 (25.00%) Developer
2 1 (25.00%) Full Stack Developer
2 1 (25.00%) Migration Architect
2 1 (25.00%) SOA Architect
2 1 (25.00%) UML Architect
Libraries, Frameworks & Software Standards
1 2 (50.00%) Web Services
2 1 (25.00%) Node.js
2 1 (25.00%) XML
Miscellaneous
1 1 (25.00%) Data Structures
Processes & Methodologies
1 3 (75.00%) Data Management
2 2 (50.00%) Analytics
2 2 (50.00%) Data Analytics
2 2 (50.00%) Migration
2 2 (50.00%) SOA
3 1 (25.00%) Agile Software Development
3 1 (25.00%) Continuous Deployment
3 1 (25.00%) Continuous Integration
3 1 (25.00%) Data Cleansing
3 1 (25.00%) Data Governance
3 1 (25.00%) Data Migration
3 1 (25.00%) Data Visualisation
3 1 (25.00%) ETL
3 1 (25.00%) Information Architecture
3 1 (25.00%) Master Data Management
3 1 (25.00%) Mentoring
3 1 (25.00%) Test Automation
3 1 (25.00%) Time Management
3 1 (25.00%) UML
3 1 (25.00%) Visualisation
Programming Languages
1 2 (50.00%) SQL
2 1 (25.00%) JavaScript
2 1 (25.00%) PL/SQL
Qualifications
1 1 (25.00%) BC Cleared
1 1 (25.00%) Degree
1 1 (25.00%) Security Cleared
Quality Assurance & Compliance
1 3 (75.00%) Data Quality
2 1 (25.00%) QA
Systems Management
1 1 (25.00%) Oracle EDQ
Vendors
1 2 (50.00%) Oracle
2 1 (25.00%) DataFlux
2 1 (25.00%) Embarcadero
2 1 (25.00%) Informatica
2 1 (25.00%) Mercator
2 1 (25.00%) MicroStrategy
2 1 (25.00%) SAP
2 1 (25.00%) Talend