The following table provides summary statistics for contract job vacancies advertised in the East of England 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 27 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
England / East of England
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 87 59 79
Rank change year-on-year -28 +20  
Contract jobs citing Data Modelling 40 65 53
As % of all contract IT jobs advertised in the East of England 1.88% 2.64% 1.99%
As % of the Processes & Methodologies category 2.28% 3.28% 2.54%
Number of daily rates quoted 30 34 40
Median daily rate £450 £475 £450
Median daily rate % change year-on-year -5.26% +5.55%  
90% offered a daily rate of more than £310 £369 £318
10% offered a daily rate of more than £588 £583 £589
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +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 the East of England with a requirement for process and methodology skills.

Contract Process & Methodology Skills
East of England
Contract job vacancies with a requirement for process and methodology skills 1755 1984 2083
As % of all contract IT job vacancies advertised in the East of England 82.67% 80.65% 78.19%
Number of daily rates quoted 1074 1175 1208
Median daily rate £435 £425 £400
Median daily rate % change year-on-year +2.35% +6.25%  
90% offered a daily rate of more than £275 £300 £250
10% offered a daily rate of more than £573 £550 £575
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 108 136 163
Median hourly rate £37.50 £37.50 £28.25
Median hourly rate % change year-on-year - +32.74%  
90% offered a hourly rate of more than £15.86 £15.00 £12.00
10% offered a hourly rate of more than £51.40 £50.68 £42.50
UK excluding London median hourly rate £36.25 £38.50 £30.20
% change year-on-year -5.84% +27.48%  

Data Modelling
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England 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 the East of England

Data Modelling
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for Data Modelling in the East of England

Data Modelling
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Data Modelling in the East of England over the 3 months to 27 March 2017.

Contractor daily rate histogram for Data Modelling in the East of England

Data Modelling
Contractor Hourly Rate Trend in the East of England

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

Contractor hourly rate trend for Data Modelling in the East of England

Data Modelling
Contract Job Locations in the East of England

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 East of England region over the 3 months to 27 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
Essex +8 16 £450 +80.00%
Norfolk +7 9 £488 -35.00%
Bedfordshire -11 6 £450 - 1
Hertfordshire -9 5 £438 +16.66% 1
Suffolk +2 3 £500 - 3
Cambridgeshire -15 2 £510 -1.92% 1
Data Modelling
England

Data Modelling
Top 30 Co-occurring IT Skills in the East of England

For the 6 months to 27 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 East of England region with a requirement for Data Modelling.

1 25 (36.76%) SQL
2 21 (30.88%) Migration
3 20 (29.41%) Business Intelligence
4 19 (27.94%) Agile Software Development
5 18 (26.47%) ETL
5 18 (26.47%) Oracle
6 17 (25.00%) Data Warehouse
7 16 (23.53%) UML
8 15 (22.06%) Finance
8 15 (22.06%) Data Migration
9 14 (20.59%) Data Cleansing
9 14 (20.59%) Data Quality
10 13 (19.12%) Scrum
10 13 (19.12%) SAP
10 13 (19.12%) Data Transformation
11 12 (17.65%) XML
12 10 (14.71%) Data Mapping
12 10 (14.71%) Data Architecture
12 10 (14.71%) Use Case
13 9 (13.24%) Data Analysis
13 9 (13.24%) Business Analysis
13 9 (13.24%) MS Excel
13 9 (13.24%) E-Commerce
13 9 (13.24%) SOA
13 9 (13.24%) User Stories
13 9 (13.24%) Logical Data Model
13 9 (13.24%) Physical Data Model
14 8 (11.76%) Performance Tuning
14 8 (11.76%) OO
14 8 (11.76%) SQL Server

Data Modelling
Co-occurring IT Skills in the East of England 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 (4.41%) WebLogic
2 2 (2.94%) NetWeaver
2 2 (2.94%) Oracle SOA Suite
2 2 (2.94%) SharePoint Server
3 1 (1.47%) Apache ServiceMix
3 1 (1.47%) SAS
Applications
1 9 (13.24%) MS Excel
2 4 (5.88%) MS Visio
3 1 (1.47%) MS Office
3 1 (1.47%) MS PowerPoint
3 1 (1.47%) MS Project
Business Applications
1 6 (8.82%) SAP HCM
2 2 (2.94%) SAP BPC
2 2 (2.94%) SAP Oil and Gas
2 2 (2.94%) SAP S/4HANA
3 1 (1.47%) Dynamics CRM
3 1 (1.47%) SAP HR
3 1 (1.47%) SAP MDG
3 1 (1.47%) SAP MDM
Cloud Services
1 6 (8.82%) SuccessFactors
2 3 (4.41%) Amazon AWS
Communications & Networking
1 1 (1.47%) Network Security
Database & Business Intelligence
1 17 (25.00%) Data Warehouse
2 8 (11.76%) SQL Server
3 7 (10.29%) Oracle Database
3 7 (10.29%) SQL Server Reporting Services
4 6 (8.82%) SQL Server Integration Services
5 5 (7.35%) BusinessObjects
5 5 (7.35%) Data Mart
5 5 (7.35%) Relational Database
5 5 (7.35%) SAP Data Services
6 4 (5.88%) Data Mining
6 4 (5.88%) MySQL
6 4 (5.88%) QlikView
7 3 (4.41%) BusinessObjects Web Intelligence
7 3 (4.41%) Crystal Reports
7 3 (4.41%) OLAP
7 3 (4.41%) Oracle BI EE
7 3 (4.41%) Oracle OLAP
7 3 (4.41%) Pentaho
7 3 (4.41%) SQL Server 2008
7 3 (4.41%) SQL Server Analysis Services
Development Applications
1 3 (4.41%) CA Gen
1 3 (4.41%) PowerDesigner
1 3 (4.41%) Talend Open Studio
2 2 (2.94%) Cucumber
3 1 (1.47%) Ant
3 1 (1.47%) Eclipse
3 1 (1.47%) HP UFT
3 1 (1.47%) Jenkins
3 1 (1.47%) JUnit
3 1 (1.47%) Maven
3 1 (1.47%) NUnit
3 1 (1.47%) Selenium
3 1 (1.47%) SoapUI
3 1 (1.47%) SpecFlow
General
1 15 (22.06%) Finance
2 4 (5.88%) Legal
3 2 (2.94%) Banking
3 2 (2.94%) Electronics
3 2 (2.94%) Manufacturing
3 2 (2.94%) Marketing
3 2 (2.94%) Retail
3 2 (2.94%) Telecoms
4 1 (1.47%) Pharmaceutical
Job Titles
1 24 (35.29%) Analyst
2 17 (25.00%) Architect
3 16 (23.53%) Business Analyst
4 11 (16.18%) Data Architect
5 10 (14.71%) Consultant
5 10 (14.71%) Developer
6 6 (8.82%) Data Consultant
6 6 (8.82%) Data Migration Consultant
6 6 (8.82%) Migration Consultant
6 6 (8.82%) Technical Analyst
7 5 (7.35%) ETL Developer
8 4 (5.88%) E-Commerce Analyst
8 4 (5.88%) E-Commerce Business Analyst
8 4 (5.88%) Senior Analyst
8 4 (5.88%) Technical Business Analyst
9 3 (4.41%) Data Analyst
9 3 (4.41%) Pentaho Developer
9 3 (4.41%) Technical Architect
10 2 (2.94%) Data Model Consultant
10 2 (2.94%) Senior Consultant
Libraries, Frameworks & Software Standards
1 12 (17.65%) XML
2 8 (11.76%) J2EE
3 6 (8.82%) Middleware
4 3 (4.41%) JSON
4 3 (4.41%) Web Services
4 3 (4.41%) XML Schema
4 3 (4.41%) XSLT
5 2 (2.94%) .NET
5 2 (2.94%) MDX
5 2 (2.94%) REST
5 2 (2.94%) Spring
5 2 (2.94%) XSD
6 1 (1.47%) Ajax
6 1 (1.47%) Apache Camel
6 1 (1.47%) Gherkin
6 1 (1.47%) RESTful
6 1 (1.47%) SOAP
Miscellaneous
1 7 (10.29%) Analytical Skills
2 5 (7.35%) Data Structures
3 3 (4.41%) Management Information System
3 3 (4.41%) N-Tier
4 2 (2.94%) iPad
4 2 (2.94%) Reinsurance
4 2 (2.94%) User Experience
4 2 (2.94%) Virtual Team
5 1 (1.47%) Algorithms
5 1 (1.47%) Data Centre
5 1 (1.47%) IBM Mainframe
5 1 (1.47%) Mainframe
5 1 (1.47%) Reference Data
Operating Systems
1 5 (7.35%) Unix
2 2 (2.94%) Linux
3 1 (1.47%) AIX
3 1 (1.47%) Solaris
3 1 (1.47%) Windows
Processes & Methodologies
1 21 (30.88%) Migration
2 20 (29.41%) Business Intelligence
3 19 (27.94%) Agile Software Development
4 18 (26.47%) ETL
5 16 (23.53%) UML
6 15 (22.06%) Data Migration
7 14 (20.59%) Data Cleansing
8 13 (19.12%) Data Transformation
8 13 (19.12%) Scrum
9 10 (14.71%) Data Architecture
9 10 (14.71%) Data Mapping
9 10 (14.71%) Use Case
10 9 (13.24%) Business Analysis
10 9 (13.24%) Data Analysis
10 9 (13.24%) E-Commerce
10 9 (13.24%) Logical Data Model
10 9 (13.24%) Physical Data Model
10 9 (13.24%) SOA
10 9 (13.24%) User Stories
11 8 (11.76%) Performance Tuning
Programming Languages
1 25 (36.76%) SQL
2 7 (10.29%) Java
2 7 (10.29%) PL/SQL
3 5 (7.35%) C#
3 5 (7.35%) Shell Script
4 3 (4.41%) Perl
5 2 (2.94%) ABAP
5 2 (2.94%) JavaScript
5 2 (2.94%) T-SQL
5 2 (2.94%) VB.NET
5 2 (2.94%) VBScript
6 1 (1.47%) C
6 1 (1.47%) VBA
Qualifications
1 8 (11.76%) Security Cleared
2 5 (7.35%) Degree
3 4 (5.88%) SC Cleared
4 3 (4.41%) BPSS Clearance
4 3 (4.41%) ISEB
5 1 (1.47%) BC Cleared
5 1 (1.47%) CTC Cleared
5 1 (1.47%) ITIL Certification
Quality Assurance & Compliance
1 14 (20.59%) Data Quality
2 4 (5.88%) Disclosure Scotland
3 1 (1.47%) MiFID
3 1 (1.47%) QA
System Software
1 1 (1.47%) Time Sharing Option
Vendors
1 18 (26.47%) Oracle
2 13 (19.12%) SAP
3 7 (10.29%) IBM
3 7 (10.29%) Microsoft
4 4 (5.88%) Informatica
4 4 (5.88%) Teradata
5 3 (4.41%) BEA
5 3 (4.41%) Embarcadero
5 3 (4.41%) Pega
5 3 (4.41%) Talend
5 3 (4.41%) webMethods
6 2 (2.94%) Ariba
7 1 (1.47%) Casewise
7 1 (1.47%) HP
7 1 (1.47%) hybris
7 1 (1.47%) JDA
7 1 (1.47%) MicroStrategy
7 1 (1.47%) Red Hat
7 1 (1.47%) Tableau