The following table provides summary statistics for contract job vacancies advertised in Bedfordshire 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 29 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.

Data Modelling
East of England / Bedfordshire
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 34 20 34
Rank change year-on-year -14 +14  
Contract jobs citing Data Modelling 6 18 13
As % of all contract IT jobs advertised in Bedfordshire 2.12% 5.79% 3.07%
As % of the Processes & Methodologies category 2.34% 6.59% 3.63%
Number of daily rates quoted 6 9 13
Median daily rate £450 £450 £550
Median daily rate % change year-on-year - -18.18%  
90% offered a daily rate of more than £368 £415 £336
10% offered a daily rate of more than £600 £578 £598
UK excluding London median daily rate £425 £450 £425
% change year-on-year -5.55% +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 Bedfordshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Bedfordshire
Contract job vacancies with a requirement for process and methodology skills 256 273 358
As % of all contract IT job vacancies advertised in Bedfordshire 90.46% 87.78% 84.43%
Number of daily rates quoted 189 182 268
Median daily rate £450 £450 £475
Median daily rate % change year-on-year - -5.26%  
90% offered a daily rate of more than £300 £325 £320
10% offered a daily rate of more than £550 £600 £625
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 4 16 16
Median hourly rate £16.00 £47.50 £40.00
Median hourly rate % change year-on-year -66.31% +18.75%  
90% offered a hourly rate of more than £14.00 £15.00 £20.70
10% offered a hourly rate of more than £47.50 £50.39 £42.50
UK excluding London median hourly rate £35.75 £38.50 £30.00
% change year-on-year -7.14% +28.33%  

Data Modelling
Job Vacancy Trend in Bedfordshire

The job posting trend of jobs advertised in Bedfordshire 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 Bedfordshire

Data Modelling
Contractor Daily Rate Trend in Bedfordshire

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

Contractor daily rate trend for Data Modelling in Bedfordshire

Data Modelling
Contractor Daily Rate Histogram in Bedfordshire

The daily rate distribution of IT jobs citing Data Modelling in Bedfordshire over the 3 months to 29 March 2017.

Contractor daily rate histogram for Data Modelling in Bedfordshire

Data Modelling
Contract Job Locations in Bedfordshire

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 Bedfordshire region over the 3 months to 29 March 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
Luton 0 5 £450 +2.85%
Bedford - 1 £310 - 1
Data Modelling
East of England

For the 6 months to 29 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 Bedfordshire region with a requirement for Data Modelling.

1 8 (57.14%) SQL
2 6 (42.86%) Business Intelligence
2 6 (42.86%) Logical Data Model
3 5 (35.71%) Physical Data Model
3 5 (35.71%) Data Quality
3 5 (35.71%) ETL
3 5 (35.71%) Migration
4 4 (28.57%) Data Warehouse
4 4 (28.57%) E-Commerce
4 4 (28.57%) SQL Server
5 3 (21.43%) User Stories
5 3 (21.43%) Data Transformation
5 3 (21.43%) Oracle ODI
5 3 (21.43%) OLAP
5 3 (21.43%) XML
5 3 (21.43%) Oracle
5 3 (21.43%) MS Excel
5 3 (21.43%) MS Access
5 3 (21.43%) OLTP
5 3 (21.43%) Teradata
5 3 (21.43%) Agile Software Development
5 3 (21.43%) Data Mart
5 3 (21.43%) Oracle OLAP
5 3 (21.43%) Use Case
5 3 (21.43%) Data Mapping
5 3 (21.43%) Data Integration
6 2 (14.29%) Waterfall
6 2 (14.29%) Business Analysis
6 2 (14.29%) SQL Server Integration Services
6 2 (14.29%) Retail

Data Modelling
Co-occurring IT Skills in Bedfordshire 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:

Applications
1 3 (21.43%) MS Excel
Business Applications
1 1 (7.14%) Dynamics CRM
Communications & Networking
1 1 (7.14%) Network Security
Database & Business Intelligence
1 4 (28.57%) Data Warehouse
1 4 (28.57%) SQL Server
2 3 (21.43%) Data Mart
2 3 (21.43%) MS Access
2 3 (21.43%) OLAP
2 3 (21.43%) OLTP
2 3 (21.43%) Oracle ODI
2 3 (21.43%) Oracle OLAP
3 2 (14.29%) SQL Server Integration Services
4 1 (7.14%) Hadoop
4 1 (7.14%) QlikView
4 1 (7.14%) SQL Server Reporting Services
Development Applications
1 1 (7.14%) NUnit
1 1 (7.14%) Selenium
1 1 (7.14%) SoapUI
1 1 (7.14%) SpecFlow
General
1 2 (14.29%) Retail
2 1 (7.14%) Finance
2 1 (7.14%) Legal
Job Titles
1 6 (42.86%) Architect
2 5 (35.71%) Data Architect
3 4 (28.57%) Analyst
3 4 (28.57%) Business Analyst
3 4 (28.57%) E-Commerce Analyst
3 4 (28.57%) E-Commerce Business Analyst
4 2 (14.29%) Developer
4 2 (14.29%) Digital Analyst
4 2 (14.29%) Digital Business Analyst
4 2 (14.29%) Oracle Architect
4 2 (14.29%) Technical Analyst
4 2 (14.29%) Technical Business Analyst
5 1 (7.14%) Automation Tester
5 1 (7.14%) CRM Developer
5 1 (7.14%) ETL Architect
5 1 (7.14%) Information Architect
5 1 (7.14%) Integration Architect
5 1 (7.14%) Microsoft Developer
5 1 (7.14%) Security Architect
5 1 (7.14%) Tester
Libraries, Frameworks & Software Standards
1 3 (21.43%) XML
2 1 (7.14%) Gherkin
Miscellaneous
1 2 (14.29%) Data Structures
2 1 (7.14%) Algorithms
2 1 (7.14%) Management Information System
2 1 (7.14%) User Experience
Processes & Methodologies
1 6 (42.86%) Business Intelligence
1 6 (42.86%) Logical Data Model
2 5 (35.71%) ETL
2 5 (35.71%) Migration
2 5 (35.71%) Physical Data Model
3 4 (28.57%) E-Commerce
4 3 (21.43%) Agile Software Development
4 3 (21.43%) Data Integration
4 3 (21.43%) Data Mapping
4 3 (21.43%) Data Transformation
4 3 (21.43%) Use Case
4 3 (21.43%) User Stories
5 2 (14.29%) Business Analysis
5 2 (14.29%) Data Analysis
5 2 (14.29%) Data Cleansing
5 2 (14.29%) Data Flow Diagram
5 2 (14.29%) OO
5 2 (14.29%) Scrum
5 2 (14.29%) UML
5 2 (14.29%) Waterfall
Programming Languages
1 8 (57.14%) SQL
2 2 (14.29%) C#
3 1 (7.14%) JavaScript
Quality Assurance & Compliance
1 5 (35.71%) Data Quality
Vendors
1 3 (21.43%) Oracle
1 3 (21.43%) Teradata
2 1 (7.14%) Microsoft
Bedfordshire
Montash
Rate: £340 - £440 per day
Posted: 15 hours ago