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 17 January 2017 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
17 Jan 2017
Same period 2016 Same period 2015
Data Modelling
East of England / Bedfordshire
Rank 28 22 37
Rank change year-on-year
-6 +15
Contract jobs citing Data Modelling 8 19 9
As % of all contract IT jobs located in Bedfordshire 2.90% 6.31% 2.43%
As % of the Processes & Methodologies category 3.39% 7.22% 3.02%
Number of daily rates quoted 7 16 9
Median daily rate £520 £525 £563
Median daily rate % change year-on-year
-0.95% -6.66%
90% offered a daily rate of more than £335 £431 £465
10% offered a daily rate of more than £590 £588 £590
UK excluding London median daily rate £450 £438 £441
% change year-on-year
+2.85% -0.79%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £43.75 £70.00
% change year-on-year
+25.71% -37.50%

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
236 263 298
As % of all contract IT jobs located in Bedfordshire 85.51% 87.38% 80.32%
Number of daily rates quoted 162 189 233
Median daily rate £450 £450 £450
90% offered a daily rate of more than £300 £288 £285
10% offered a daily rate of more than £600 £600 £588
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 6 30 7
Median hourly rate £14.00 £45.22 £17.50
Median hourly rate % change year-on-year
-69.04% +158.40%
UK excluding London median hourly rate £34.50 £39.00 £25.50
% change year-on-year
-11.53% +52.94%

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 17 January 2017.

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 17 January 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 -2 2 £513 -2.38%
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 17 January 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 (36.36%) E-Commerce
1 8 (36.36%) ETL
1 8 (36.36%) Agile Software Development
1 8 (36.36%) Logical Data Model
2 7 (31.82%) Migration
2 7 (31.82%) SQL
2 7 (31.82%) SQL Server
3 6 (27.27%) Business Intelligence
4 5 (22.73%) Data Warehouse
4 5 (22.73%) Oracle
4 5 (22.73%) Physical Data Model
5 4 (18.18%) Data Quality
5 4 (18.18%) Data Integration
5 4 (18.18%) User Acceptance Testing
6 3 (13.64%) OLTP
6 3 (13.64%) XML
6 3 (13.64%) MS Excel
6 3 (13.64%) MS Access
6 3 (13.64%) OLAP
6 3 (13.64%) Teradata
6 3 (13.64%) TOGAF
6 3 (13.64%) Data Mart
6 3 (13.64%) Business Analysis
6 3 (13.64%) SQL Server Integration Services
6 3 (13.64%) Enterprise Architecture
6 3 (13.64%) Data Migration
6 3 (13.64%) Project Planning
6 3 (13.64%) Oracle OLAP
6 3 (13.64%) Data Mapping
6 3 (13.64%) Big Data

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 1 (4.55%) Confluence
1 1 (4.55%) SAS
1 1 (4.55%) SharePoint
1 1 (4.55%) SharePoint 2010
Applications
1 3 (13.64%) MS Excel
Business Applications
1 1 (4.55%) Dynamics CRM
1 1 (4.55%) Oracle Applications
1 1 (4.55%) Oracle EBS R12
Cloud Services
1 1 (4.55%) Amazon AWS
1 1 (4.55%) Microsoft Azure
Communications & Networking
1 1 (4.55%) FTP
1 1 (4.55%) Network Security
Database & Business Intelligence
1 7 (31.82%) SQL Server
2 5 (22.73%) Data Warehouse
3 3 (13.64%) Big Data
3 3 (13.64%) Data Mart
3 3 (13.64%) MS Access
3 3 (13.64%) OLAP
3 3 (13.64%) OLTP
3 3 (13.64%) Oracle ODI
3 3 (13.64%) Oracle OLAP
3 3 (13.64%) SQL Server Integration Services
4 2 (9.09%) Enterprise Data Warehouse
5 1 (4.55%) BusinessObjects
5 1 (4.55%) Data Mining
5 1 (4.55%) Hadoop
5 1 (4.55%) MySQL
5 1 (4.55%) SAP Data Services
5 1 (4.55%) SQL Server Analysis Services
5 1 (4.55%) SQL Server Reporting Services
5 1 (4.55%) Star Schema
Development Applications
1 1 (4.55%) ERwin
1 1 (4.55%) JIRA
1 1 (4.55%) NUnit
1 1 (4.55%) Selenium
1 1 (4.55%) SoapUI
1 1 (4.55%) SpecFlow
General
1 2 (9.09%) Finance
1 2 (9.09%) Retail
2 1 (4.55%) Legal
2 1 (4.55%) Marketing
Job Titles
1 11 (50.00%) Architect
2 7 (31.82%) Data Architect
3 4 (18.18%) Analyst
4 3 (13.64%) Data Modeller
4 3 (13.64%) Solutions Architect
5 2 (9.09%) Business Analyst
5 2 (9.09%) Data Analyst
5 2 (9.09%) Developer
5 2 (9.09%) Digital Architect
5 2 (9.09%) Digital Solutions Architect
5 2 (9.09%) Oracle Architect
5 2 (9.09%) Project Manager
5 2 (9.09%) Technical Analyst
6 1 (4.55%) Business Intelligence Architect
6 1 (4.55%) Business Intelligence Solutions Architect
6 1 (4.55%) Data Migration Lead
6 1 (4.55%) ETL Architect
6 1 (4.55%) Finance Business Analyst
6 1 (4.55%) Finance Systems Analyst
6 1 (4.55%) Hadoop Architect
Libraries, Frameworks & Software Standards
1 3 (13.64%) XML
2 1 (4.55%) Gherkin
2 1 (4.55%) Web Services
Miscellaneous
1 4 (18.18%) Data Integration
2 2 (9.09%) Analytical Skills
2 2 (9.09%) Data Structures
3 1 (4.55%) Algorithms
3 1 (4.55%) Cryptography
3 1 (4.55%) Data Extraction
3 1 (4.55%) Management Information System
3 1 (4.55%) Taxonomies
Processes & Methodologies
1 8 (36.36%) Agile Software Development
1 8 (36.36%) E-Commerce
1 8 (36.36%) ETL
1 8 (36.36%) Logical Data Model
2 7 (31.82%) Migration
3 6 (27.27%) Business Intelligence
4 5 (22.73%) Physical Data Model
5 4 (18.18%) User Acceptance Testing
6 3 (13.64%) Analytics
6 3 (13.64%) Big Data Analytics
6 3 (13.64%) Business Analysis
6 3 (13.64%) Data Analytics
6 3 (13.64%) Data Mapping
6 3 (13.64%) Data Migration
6 3 (13.64%) Enterprise Architecture
6 3 (13.64%) Project Planning
6 3 (13.64%) TOGAF
7 2 (9.09%) API Design
7 2 (9.09%) Data Flow Diagram
7 2 (9.09%) Software Delivery
Programming Languages
1 7 (31.82%) SQL
2 2 (9.09%) C#
2 2 (9.09%) PL/SQL
3 1 (4.55%) JavaScript
Quality Assurance & Compliance
1 4 (18.18%) Data Quality
2 1 (4.55%) QA
Vendors
1 5 (22.73%) Oracle
2 3 (13.64%) Teradata
3 1 (4.55%) Atlassian
3 1 (4.55%) Concur
3 1 (4.55%) hybris
3 1 (4.55%) Informatica
3 1 (4.55%) Microsoft
3 1 (4.55%) SAP
3 1 (4.55%) Tableau