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 24 July 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
24 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 19 16 45
Rank change year-on-year
-3 +29
Contract jobs citing Data Modelling 19 27 2
As % of all contract IT jobs located in Bedfordshire 5.52% 6.98% 0.42%
As % of the Processes & Methodologies category 6.83% 8.18% 0.50%
Number of daily rates quoted 13 22 1
Median daily rate £464 £450 £250
Median daily rate % change year-on-year
+3.11% +80.00%
UK excluding London median daily rate £425 £420 £400
% change year-on-year
+1.19% +5.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
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
278 330 397
As % of all contract IT jobs located in Bedfordshire 80.81% 85.27% 82.54%
Number of daily rates quoted 185 225 263
Median daily rate £450 £425 £410
Median daily rate % change year-on-year
+5.88% +3.65%
90% offered a daily rate of more than £285 £300 £270
10% offered a daily rate of more than £600 £550 £550
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 4 9 8
Median hourly rate £50.78 £51.30 £26.00
Median hourly rate % change year-on-year
-1.01% +97.30%
UK excluding London median hourly rate £28.63 £30.50 £26.98
% change year-on-year
-6.14% +13.06%

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 24 July 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 24 July 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 +2 11 £475 +11.76%
Dunstable 0 1 £425 +3.03%
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Bedfordshire

For the 6 months to 24 July 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 19 (51.35%) E-Commerce
2 12 (32.43%) Finance
2 12 (32.43%) Agile Software Development
2 12 (32.43%) User Acceptance Testing
3 11 (29.73%) Business Analysis
3 11 (29.73%) Migration
3 11 (29.73%) SOA
4 10 (27.03%) Use Case
4 10 (27.03%) Microservices
4 10 (27.03%) Data Flow Diagram
5 9 (24.32%) Data Migration
6 8 (21.62%) C#
6 8 (21.62%) User Stories
7 7 (18.92%) Analytical Skills
7 7 (18.92%) Reverse Engineering
8 6 (16.22%) REST
8 6 (16.22%) Software Engineering
8 6 (16.22%) Change Management
8 6 (16.22%) SQL
8 6 (16.22%) .NET
8 6 (16.22%) SOAP
8 6 (16.22%) MS Excel
8 6 (16.22%) Microsoft
8 6 (16.22%) Data Transformation
9 5 (13.51%) Data Quality
9 5 (13.51%) Logical Data Model
9 5 (13.51%) Oracle
9 5 (13.51%) Scrum
9 5 (13.51%) TDD
9 5 (13.51%) AOP

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 3 (8.11%) Confluence
2 1 (2.70%) Apache ServiceMix
2 1 (2.70%) JBoss
2 1 (2.70%) Mule
2 1 (2.70%) SAS
Applications
1 6 (16.22%) MS Excel
Business Applications
1 2 (5.41%) Oracle EBS
1 2 (5.41%) Oracle EBS R12
1 2 (5.41%) Unit4 Business World
2 1 (2.70%) Dynamics CRM
2 1 (2.70%) SAP ERP
Cloud Services
1 2 (5.41%) SaaS
1 2 (5.41%) Taleo
Database & Business Intelligence
1 3 (8.11%) SQL Server
2 2 (5.41%) BusinessObjects
2 2 (5.41%) Data Mining
3 1 (2.70%) BusinessObjects Web Intelligence
3 1 (2.70%) Lumira
3 1 (2.70%) MySQL
3 1 (2.70%) SAP BW
3 1 (2.70%) SAP HANA
3 1 (2.70%) SQL Server Integration Services
Development Applications
1 5 (13.51%) JIRA
2 2 (5.41%) Team Foundation Server
3 1 (2.70%) ERwin
General
1 12 (32.43%) Finance
2 4 (10.81%) Retail
3 3 (8.11%) General Ledger
4 2 (5.41%) Legal
4 2 (5.41%) Marketing
5 1 (2.70%) Aerospace
5 1 (2.70%) Banking
5 1 (2.70%) Manufacturing
Job Titles
1 19 (51.35%) Analyst
2 10 (27.03%) Architect
2 10 (27.03%) Business Analyst
3 9 (24.32%) Data Analyst
4 7 (18.92%) Business Systems Analyst
5 5 (13.51%) Developer
6 4 (10.81%) Business Data Analyst
6 4 (10.81%) Finance Business Analyst
6 4 (10.81%) Finance Systems Analyst
6 4 (10.81%) Financial Analyst
6 4 (10.81%) Technical Architect
7 3 (8.11%) .NET Designer
7 3 (8.11%) .NET Developer
7 3 (8.11%) Designer
7 3 (8.11%) Integration Developer
7 3 (8.11%) Messaging Developer
7 3 (8.11%) Senior .NET Developer
7 3 (8.11%) Senior Designer
7 3 (8.11%) SOA Designer
7 3 (8.11%) SOA Developer
Libraries, Frameworks & Software Standards
1 6 (16.22%) .NET
1 6 (16.22%) REST
1 6 (16.22%) SOAP
2 4 (10.81%) .NET Framework
2 4 (10.81%) ASP.NET Web API
3 2 (5.41%) CSS
3 2 (5.41%) WCF
4 1 (2.70%) Apache Camel
4 1 (2.70%) Middleware
Miscellaneous
1 7 (18.92%) Analytical Skills
2 4 (10.81%) Data Integration
3 2 (5.41%) Data Extraction
3 2 (5.41%) Data Structures
3 2 (5.41%) Management Information System
4 1 (2.70%) Client/Server
4 1 (2.70%) Computer Science
4 1 (2.70%) Enterprise Software
4 1 (2.70%) Hybrid Cloud
Processes & Methodologies
1 19 (51.35%) E-Commerce
2 12 (32.43%) Agile Software Development
2 12 (32.43%) User Acceptance Testing
3 11 (29.73%) Business Analysis
3 11 (29.73%) Migration
3 11 (29.73%) SOA
4 10 (27.03%) Data Flow Diagram
4 10 (27.03%) Microservices
4 10 (27.03%) Use Case
5 9 (24.32%) Data Migration
6 8 (21.62%) User Stories
7 7 (18.92%) Reverse Engineering
8 6 (16.22%) Change Management
8 6 (16.22%) Data Transformation
8 6 (16.22%) Software Engineering
9 5 (13.51%) AOP
9 5 (13.51%) Logical Data Model
9 5 (13.51%) Scrum
9 5 (13.51%) TDD
9 5 (13.51%) Waterfall
Programming Languages
1 8 (21.62%) C#
2 6 (16.22%) SQL
3 2 (5.41%) JavaScript
3 2 (5.41%) PHP
4 1 (2.70%) PL/SQL
Qualifications
1 1 (2.70%) Degree
1 1 (2.70%) SC Cleared
1 1 (2.70%) Security Cleared
Quality Assurance & Compliance
1 5 (13.51%) Data Quality
Vendors
1 6 (16.22%) Microsoft
2 5 (13.51%) Oracle
3 3 (8.11%) Concur
4 1 (2.70%) Apigee
4 1 (2.70%) Atlassian
4 1 (2.70%) hybris
4 1 (2.70%) Mashery
4 1 (2.70%) PeopleSoft
4 1 (2.70%) Red Hat
4 1 (2.70%) Salesforce.com
4 1 (2.70%) SAP
4 1 (2.70%) Sitecore
4 1 (2.70%) Tableau
4 1 (2.70%) WSO2