The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the East of England 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
England / East of England
Rank 94 73 84
Rank change year-on-year
-21 +11
Contract jobs citing Data Modelling 26 52 38
As % of all contract IT jobs located in the East of England 1.22% 2.26% 1.51%
As % of the Processes & Methodologies category 1.53% 2.91% 1.96%
Number of daily rates quoted 14 34 27
Median daily rate £475 £501 £475
Median daily rate % change year-on-year
-5.09% +5.36%
90% offered a daily rate of more than £390 £369 £363
10% offered a daily rate of more than £585 £588 £573
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 East of England region.

Processes & Methodologies Category
East of England
Contract IT job ads with a match in the
Processes & Methodologies category
1696 1784 1938
As % of all contract IT jobs located in the East of England 79.29% 77.46% 77.03%
Number of daily rates quoted 991 1068 1195
Median daily rate £425 £425 £425
90% offered a daily rate of more than £270 £275 £255
10% offered a daily rate of more than £550 £588 £575
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 120 173 131
Median hourly rate £36.00 £40.00 £24.50
Median hourly rate % change year-on-year
-10.00% +63.26%
90% offered a hourly rate of more than £14.00 £16.00 £12.28
10% offered a hourly rate of more than £46.00 £55.00 £47.00
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 the East of England

The demand trend of contract jobs across the East of England 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 the East of England

Data Modelling
Daily Rate Trend in the East of England

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

Data Modelling Daily Rate Trend in the East of England

Data Modelling
Daily Rate Histogram in the East of England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the East of England region over the 3 months to 17 January 2017.

Data Modelling Daily Rate Histogram in the East of England

Data Modelling
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 across the East of England region.

Data Modelling Hourly Rate Trend 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 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
Bedfordshire -6 8 £520 -0.95% 1
Hertfordshire -6 8 £450 -20.87%
Essex +2 6 - -
Cambridgeshire -7 2 £600 +23.07% 2
Norfolk +3 1 - -
Suffolk -8 1 £500 - 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the East of England

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 East of England region with a requirement for Data Modelling.

1 24 (35.29%) SQL
2 22 (32.35%) Migration
3 19 (27.94%) Business Intelligence
4 18 (26.47%) SAP
5 17 (25.00%) Oracle
6 16 (23.53%) Finance
6 16 (23.53%) Data Warehouse
6 16 (23.53%) ETL
6 16 (23.53%) Agile Software Development
7 14 (20.59%) Data Migration
7 14 (20.59%) SQL Server
8 12 (17.65%) E-Commerce
9 11 (16.18%) Data Analysis
9 11 (16.18%) Analytics
10 10 (14.71%) Analytical Skills
10 10 (14.71%) Business Analysis
10 10 (14.71%) Data Cleansing
10 10 (14.71%) Data Integration
10 10 (14.71%) Data Architecture
11 9 (13.24%) SQL Server Integration Services
11 9 (13.24%) PL/SQL
11 9 (13.24%) SuccessFactors
12 8 (11.76%) Relational Database
12 8 (11.76%) Logical Data Model
12 8 (11.76%) Java
12 8 (11.76%) OO
12 8 (11.76%) IBM
12 8 (11.76%) BusinessObjects
13 7 (10.29%) Microsoft
13 7 (10.29%) MS Excel

Data Modelling
Top Related 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%) Oracle SOA Suite
1 3 (4.41%) WebLogic
2 2 (2.94%) NetWeaver
2 2 (2.94%) SharePoint Server
3 1 (1.47%) Confluence
3 1 (1.47%) SAS
3 1 (1.47%) SharePoint
3 1 (1.47%) SharePoint 2010
Applications
1 7 (10.29%) MS Excel
2 1 (1.47%) MS Office
2 1 (1.47%) MS PowerPoint
2 1 (1.47%) MS Project
Business Applications
1 6 (8.82%) SAP HCM
2 4 (5.88%) Dynamics CRM
3 3 (4.41%) BigMachines
4 2 (2.94%) SAP BPC
4 2 (2.94%) SAP Oil and Gas
5 1 (1.47%) Oracle Applications
5 1 (1.47%) Oracle EBS R12
5 1 (1.47%) SAP ERP
5 1 (1.47%) SAP HR
5 1 (1.47%) SAP MDM
Cloud Services
1 9 (13.24%) SuccessFactors
2 3 (4.41%) Amazon AWS
2 3 (4.41%) SaaS
3 1 (1.47%) Microsoft Azure
Communications & Networking
1 1 (1.47%) FTP
1 1 (1.47%) LDAP
1 1 (1.47%) Network Security
Database & Business Intelligence
1 16 (23.53%) Data Warehouse
2 14 (20.59%) SQL Server
3 9 (13.24%) SQL Server Integration Services
4 8 (11.76%) BusinessObjects
4 8 (11.76%) Relational Database
5 7 (10.29%) SQL Server Reporting Services
6 6 (8.82%) Oracle Database
6 6 (8.82%) SAP Data Services
7 5 (7.35%) Big Data
7 5 (7.35%) Crystal Reports
7 5 (7.35%) Data Mart
7 5 (7.35%) SAP HANA
8 3 (4.41%) Data Mining
8 3 (4.41%) MS Access
8 3 (4.41%) OLAP
8 3 (4.41%) OLTP
8 3 (4.41%) Oracle Database 10g
8 3 (4.41%) Oracle Reports
8 3 (4.41%) Oracle9i Database
8 3 (4.41%) Star Schema
Development Applications
1 3 (4.41%) CA Gen
2 2 (2.94%) Ant
2 2 (2.94%) Eclipse
2 2 (2.94%) Talend Open Studio
3 1 (1.47%) Cucumber
3 1 (1.47%) ERwin
3 1 (1.47%) HP UFT
3 1 (1.47%) JIRA
3 1 (1.47%) NUnit
3 1 (1.47%) Selenium
3 1 (1.47%) SoapUI
3 1 (1.47%) SpecFlow
General
1 16 (23.53%) Finance
2 6 (8.82%) Marketing
3 3 (4.41%) Billing
3 3 (4.41%) Manufacturing
3 3 (4.41%) Retail
4 2 (2.94%) Electronics
4 2 (2.94%) Pharmaceutical
4 2 (2.94%) Telecoms
5 1 (1.47%) Legal
Job Titles
1 21 (30.88%) Architect
2 17 (25.00%) Analyst
3 12 (17.65%) Consultant
4 11 (16.18%) Developer
5 9 (13.24%) Data Architect
5 9 (13.24%) Solutions Architect
6 7 (10.29%) Business Analyst
6 7 (10.29%) Data Analyst
6 7 (10.29%) Data Consultant
7 6 (8.82%) Data Migration Consultant
7 6 (8.82%) Migration Consultant
8 5 (7.35%) SQL Developer
9 4 (5.88%) ETL Developer
9 4 (5.88%) Senior Analyst
10 3 (4.41%) Data Modeller
10 3 (4.41%) Pentaho Developer
10 3 (4.41%) SAP Consultant
10 3 (4.41%) SAP Data Consultant
10 3 (4.41%) Senior Consultant
10 3 (4.41%) Technical Analyst
Libraries, Frameworks & Software Standards
1 6 (8.82%) J2EE
2 5 (7.35%) XML
3 4 (5.88%) Web Services
4 3 (4.41%) Middleware
4 3 (4.41%) RESTful
4 3 (4.41%) Spring
5 2 (2.94%) JSON
6 1 (1.47%) .NET
6 1 (1.47%) Ajax
6 1 (1.47%) Gherkin
6 1 (1.47%) Hibernate
6 1 (1.47%) REST
Miscellaneous
1 10 (14.71%) Analytical Skills
1 10 (14.71%) Data Integration
2 4 (5.88%) iPad
3 3 (4.41%) Management Information System
4 2 (2.94%) Data Centre
4 2 (2.94%) Data Structures
5 1 (1.47%) Algorithms
5 1 (1.47%) Biology
5 1 (1.47%) Computer Science
5 1 (1.47%) Cryptography
5 1 (1.47%) Data Extraction
5 1 (1.47%) IBM Mainframe
5 1 (1.47%) Informatics
5 1 (1.47%) Mainframe
5 1 (1.47%) Taxonomies
Operating Systems
1 6 (8.82%) Unix
2 4 (5.88%) Linux
3 2 (2.94%) AIX
3 2 (2.94%) Windows
4 1 (1.47%) Red Hat Enterprise Linux
4 1 (1.47%) Solaris
Processes & Methodologies
1 22 (32.35%) Migration
2 19 (27.94%) Business Intelligence
3 16 (23.53%) Agile Software Development
3 16 (23.53%) ETL
4 14 (20.59%) Data Migration
5 12 (17.65%) E-Commerce
6 11 (16.18%) Analytics
6 11 (16.18%) Data Analysis
7 10 (14.71%) Business Analysis
7 10 (14.71%) Data Architecture
7 10 (14.71%) Data Cleansing
8 8 (11.76%) Logical Data Model
8 8 (11.76%) OO
9 7 (10.29%) Data Management
9 7 (10.29%) Scrum
9 7 (10.29%) SOA
10 6 (8.82%) Data Mapping
10 6 (8.82%) Enterprise Architecture
10 6 (8.82%) ERP
10 6 (8.82%) Stakeholder Management
Programming Languages
1 24 (35.29%) SQL
2 9 (13.24%) PL/SQL
3 8 (11.76%) Java
4 5 (7.35%) Shell Script
5 4 (5.88%) Perl
6 3 (4.41%) C#
6 3 (4.41%) T-SQL
7 2 (2.94%) ABAP
7 2 (2.94%) JavaScript
7 2 (2.94%) VBA
8 1 (1.47%) Bash Shell
8 1 (1.47%) C
8 1 (1.47%) Python
Qualifications
1 4 (5.88%) SC Cleared
1 4 (5.88%) Security Cleared
2 2 (2.94%) ISEB
3 1 (1.47%) BPSS Clearance
3 1 (1.47%) CBAP
3 1 (1.47%) Degree
3 1 (1.47%) IIBA
Quality Assurance & Compliance
1 6 (8.82%) Data Quality
2 1 (1.47%) QA
System Software
1 1 (1.47%) Time Sharing Option
Vendors
1 18 (26.47%) SAP
2 17 (25.00%) Oracle
3 8 (11.76%) IBM
4 7 (10.29%) Microsoft
5 5 (7.35%) Teradata
6 4 (5.88%) Informatica
7 3 (4.41%) BEA
7 3 (4.41%) hybris
7 3 (4.41%) Pega
7 3 (4.41%) webMethods
8 2 (2.94%) Ariba
8 2 (2.94%) Embarcadero
8 2 (2.94%) JDA
8 2 (2.94%) Sybase
8 2 (2.94%) Talend
9 1 (1.47%) Concur
9 1 (1.47%) HP
9 1 (1.47%) Red Hat
9 1 (1.47%) Salesforce.com
9 1 (1.47%) Tableau