The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Bedfordshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 4 December 2016 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
4 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 21 24 39
Rank change year-on-year
+3 +15
Contract jobs citing Data Modelling 11 13 11
As % of all contract IT jobs located in Bedfordshire 4.00% 4.42% 2.64%
As % of the Processes & Methodologies category 4.72% 5.39% 3.20%
Number of daily rates quoted 9 10 11
Median daily rate £500 £513 £563
Median daily rate % change year-on-year
-2.48% -8.84%
90% offered a daily rate of more than £355 £448 £475
10% offered a daily rate of more than £565 £591 £600
UK excluding London median daily rate £450 £425 £450
% change year-on-year
+5.88% -5.55%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £46.50 £35.21 £74.50
% change year-on-year
+32.08% -52.74%
Data Modelling
East of England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Bedfordshire region.

Processes & Methodologies Category
Bedfordshire
Contract IT job ads with a match in the
Processes & Methodologies category
233 241 344
As % of all contract IT jobs located in Bedfordshire 84.73% 81.97% 82.69%
Number of daily rates quoted 159 151 270
Median daily rate £450 £438 £438
Median daily rate % change year-on-year
+2.85% -
90% offered a daily rate of more than £275 £338 £275
10% offered a daily rate of more than £625 £588 £600
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 4 31 11
Median hourly rate £14.00 £40.00 £17.50
Median hourly rate % change year-on-year
-65.00% +128.57%
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

Data Modelling
Jobs Demand Trend in Bedfordshire

The demand trend of contract jobs across the Bedfordshire 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 Bedfordshire

Data Modelling
Daily Rate Trend in Bedfordshire

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

Data Modelling Daily Rate Trend in Bedfordshire

Data Modelling
Daily Rate Histogram in Bedfordshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Bedfordshire region over the 3 months to 4 December 2016.

Data Modelling Daily Rate Histogram 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 4 December 2016. 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
(Click see detailed
statistics and trends)
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 +1 5 £429 -18.28%
Bedford - 1 £275 -
Dunstable - 1 £550 -
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Bedfordshire

For the 6 months to 4 December 2016, 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 13 (40.63%) E-Commerce
2 11 (34.38%) Migration
3 10 (31.25%) ETL
3 10 (31.25%) SQL Server
4 9 (28.13%) SQL
4 9 (28.13%) Agile Software Development
4 9 (28.13%) User Acceptance Testing
5 8 (25.00%) Business Analysis
5 8 (25.00%) Finance
5 8 (25.00%) Oracle
5 8 (25.00%) Logical Data Model
6 7 (21.88%) Data Flow Diagram
6 7 (21.88%) Business Intelligence
6 7 (21.88%) Use Case
7 6 (18.75%) Data Migration
7 6 (18.75%) Physical Data Model
8 5 (15.63%) Data Integration
8 5 (15.63%) Data Quality
8 5 (15.63%) Data Warehouse
9 4 (12.50%) Retail
9 4 (12.50%) Stakeholder Management
9 4 (12.50%) GAP Analysis
9 4 (12.50%) SQL Server Integration Services
9 4 (12.50%) Cost-Benefit Analysis
9 4 (12.50%) Concur
9 4 (12.50%) Expense Management
9 4 (12.50%) Service Design
10 3 (9.38%) Oracle ODI
10 3 (9.38%) Analytical Skills
10 3 (9.38%) TOGAF

Data Modelling
Top Related 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:

Application Platforms
1 2 (6.25%) SAS
2 1 (3.13%) Confluence
2 1 (3.13%) SharePoint
2 1 (3.13%) SharePoint 2010
Applications
1 3 (9.38%) MS Excel
Business Applications
1 3 (9.38%) Oracle EBS R12
2 2 (6.25%) Oracle EBS
3 1 (3.13%) Dynamics CRM
3 1 (3.13%) Oracle Applications
Cloud Services
1 1 (3.13%) Amazon AWS
1 1 (3.13%) Microsoft Azure
Communications & Networking
1 1 (3.13%) FTP
Database & Business Intelligence
1 10 (31.25%) SQL Server
2 5 (15.63%) Data Warehouse
3 4 (12.50%) SQL Server Integration Services
4 3 (9.38%) Big Data
4 3 (9.38%) Data Mart
4 3 (9.38%) MS Access
4 3 (9.38%) OLAP
4 3 (9.38%) OLTP
4 3 (9.38%) Oracle ODI
4 3 (9.38%) Oracle OLAP
5 2 (6.25%) BusinessObjects
5 2 (6.25%) Data Mining
5 2 (6.25%) Enterprise Data Warehouse
5 2 (6.25%) MySQL
6 1 (3.13%) Hadoop
6 1 (3.13%) SAP Data Services
6 1 (3.13%) SQL Server Analysis Services
6 1 (3.13%) SQL Server Reporting Services
6 1 (3.13%) Star Schema
Development Applications
1 1 (3.13%) ERwin
1 1 (3.13%) JIRA
1 1 (3.13%) NUnit
1 1 (3.13%) Selenium
1 1 (3.13%) SoapUI
1 1 (3.13%) SpecFlow
1 1 (3.13%) Team Foundation Server
General
1 8 (25.00%) Finance
2 4 (12.50%) Retail
3 2 (6.25%) Marketing
4 1 (3.13%) Banking
Job Titles
1 12 (37.50%) Analyst
2 11 (34.38%) Architect
3 7 (21.88%) Business Analyst
3 7 (21.88%) Data Architect
4 5 (15.63%) Business Systems Analyst
4 5 (15.63%) Data Analyst
4 5 (15.63%) Finance Business Analyst
4 5 (15.63%) Finance Systems Analyst
4 5 (15.63%) Financial Analyst
5 3 (9.38%) Data Modeller
5 3 (9.38%) Developer
5 3 (9.38%) Project Manager
5 3 (9.38%) Solutions Architect
5 3 (9.38%) Technical Analyst
6 2 (6.25%) CRM Developer
6 2 (6.25%) Digital Architect
6 2 (6.25%) Digital Solutions Architect
6 2 (6.25%) Oracle Architect
6 2 (6.25%) Senior Manager
6 2 (6.25%) Senior Project Manager
Libraries, Frameworks & Software Standards
1 3 (9.38%) XML
2 1 (3.13%) CSS
2 1 (3.13%) Gherkin
2 1 (3.13%) Web Services
Miscellaneous
1 5 (15.63%) Data Integration
2 3 (9.38%) Analytical Skills
2 3 (9.38%) Data Extraction
3 2 (6.25%) Data Structures
4 1 (3.13%) Algorithms
4 1 (3.13%) Computer Science
4 1 (3.13%) Taxonomies
Processes & Methodologies
1 13 (40.63%) E-Commerce
2 11 (34.38%) Migration
3 10 (31.25%) ETL
4 9 (28.13%) Agile Software Development
4 9 (28.13%) User Acceptance Testing
5 8 (25.00%) Business Analysis
5 8 (25.00%) Logical Data Model
6 7 (21.88%) Business Intelligence
6 7 (21.88%) Data Flow Diagram
6 7 (21.88%) Use Case
7 6 (18.75%) Data Migration
7 6 (18.75%) Physical Data Model
8 4 (12.50%) Cost-Benefit Analysis
8 4 (12.50%) Expense Management
8 4 (12.50%) GAP Analysis
8 4 (12.50%) Service Design
8 4 (12.50%) Stakeholder Management
9 3 (9.38%) OO
9 3 (9.38%) Scrum
9 3 (9.38%) SOA
Programming Languages
1 9 (28.13%) SQL
2 3 (9.38%) C#
2 3 (9.38%) PL/SQL
3 2 (6.25%) JavaScript
4 1 (3.13%) PHP
Qualifications
1 1 (3.13%) Degree
Quality Assurance & Compliance
1 5 (15.63%) Data Quality
2 1 (3.13%) QA
Vendors
1 8 (25.00%) Oracle
2 4 (12.50%) Concur
3 3 (9.38%) Teradata
4 2 (6.25%) hybris
4 2 (6.25%) Tableau
5 1 (3.13%) Atlassian
5 1 (3.13%) Informatica
5 1 (3.13%) Microsoft
5 1 (3.13%) Salesforce.com
5 1 (3.13%) SAP
5 1 (3.13%) Sitecore